From f4544674642fa3f0311d6c69b9a4e5c38a79d4e5 Mon Sep 17 00:00:00 2001 From: hd9568 <2358440725@qq.com> Date: Thu, 25 Sep 2025 04:20:49 +0000 Subject: [PATCH 1/5] =?UTF-8?q?=E6=8C=89=E7=85=A7=E7=B1=BB=E5=88=AB?= =?UTF-8?q?=E5=88=86=E7=B1=BBapi=20difference?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../Tensor/torch.Tenosr.dtype.md | 15 - .../Tensor/torch.Tensor.T__upper.md | 15 - .../api_difference/Tensor/torch.Tensor.abs.md | 15 - .../Tensor/torch.Tensor.abs_.md | 15 - .../Tensor/torch.Tensor.acos_.md | 15 - .../Tensor/torch.Tensor.acosh.md | 15 - .../Tensor/torch.Tensor.acosh_.md | 15 - .../Tensor/torch.Tensor.angle.md | 15 - .../Tensor/torch.Tensor.apply_.md | 21 - .../Tensor/torch.Tensor.asin_.md | 15 - .../Tensor/torch.Tensor.asinh.md | 15 - .../Tensor/torch.Tensor.asinh_.md | 15 - .../Tensor/torch.Tensor.atan_.md | 15 - .../Tensor/torch.Tensor.atanh.md | 15 - .../Tensor/torch.Tensor.atanh_.md | 15 - 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docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.modeling_outputs.BaseModelOutputWithPast.md delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.modeling_outputs.CausalLMOutputWithPast.md delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.utils.add_start_docstrings_to_model_forward.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tenosr.dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tenosr.dtype.md deleted file mode 100644 index d916f6f95fb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tenosr.dtype.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.dtype - -### [torch.Tensor.dtype](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch-tensor-type) - -```python -torch.Tensor.dtype -``` - -### [paddle.Tensor.dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dtype) - -```python -paddle.Tensor.dtype -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.T__upper.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.T__upper.md deleted file mode 100644 index 425070aa60d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.T__upper.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.T - -### [torch.Tensor.T](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.T) - -```python -torch.Tensor.T -``` - -### [paddle.Tensor.T](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) - -```python -paddle.Tensor.T -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.abs.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.abs.md deleted file mode 100644 index 2f741a1c093..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.abs.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.abs - -### [torch.Tensor.abs](https://pytorch.org/docs/stable/generated/torch.Tensor.abs.html#torch.Tensor.abs) - -```python -torch.Tensor.abs() -``` - -### [paddle.Tensor.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#abs-name-none) - -```python -paddle.Tensor.abs() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.abs_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.abs_.md deleted file mode 100644 index 1b1612d6950..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.abs_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.abs_ - -### [torch.Tensor.abs_](https://pytorch.org/docs/stable/generated/torch.Tensor.abs_.html) - -```python -torch.Tensor.abs_() -``` - -### [paddle.Tensor.abs_]() - -```python -paddle.Tensor.abs_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.acos_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.acos_.md deleted file mode 100644 index 2ee47a6cd4d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.acos_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.acos_ - -### [torch.Tensor.acos_](https://pytorch.org/docs/stable/generated/torch.Tensor.acos_.html) - -```python -torch.Tensor.acos_() -``` - -### [paddle.Tensor.acos_]() - -```python -paddle.Tensor.acos_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.acosh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.acosh.md deleted file mode 100644 index baf87967dcd..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.acosh.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.acosh - -### [torch.Tensor.acosh](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh.html?highlight=acosh#torch.Tensor.acosh) - -```python -torch.Tensor.acosh() -``` - -### [paddle.Tensor.acosh]() - -```python -paddle.Tensor.acosh(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.acosh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.acosh_.md deleted file mode 100644 index d9b7acc4078..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.acosh_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.acosh_ - -### [torch.Tensor.acosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh_.html) - -```python -torch.Tensor.acosh_() -``` - -### [paddle.Tensor.acosh_]() - -```python -paddle.Tensor.acosh_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.angle.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.angle.md deleted file mode 100644 index cdf56c127f3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.angle.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.angle - -### [torch.Tensor.angle](https://pytorch.org/docs/stable/generated/torch.Tensor.angle.html) - -```python -torch.Tensor.angle() -``` - -### [paddle.Tensor.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#angle-name-none) - -```python -paddle.Tensor.angle(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.apply_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.apply_.md deleted file mode 100644 index 204bf4266c2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.apply_.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.apply_ -### [torch.Tensor.apply_](https://pytorch.org/docs/stable/generated/torch.Tensor.apply_.html) - -```python -torch.Tensor.apply_(callable) -``` - -### [paddle.Tensor.apply_]() - -```python -paddle.Tensor.apply_(callable) -``` - - -两者功能不同,pytorch 只支持 Inplace 操作,且只对 CPU tensor 才能使用。Paddle 版本可以在 GPU 下运行同时也有 outplace 版本。两者参数一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|----------|--------------|-----------| -| callable | callable | 一个被调用的函数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.asin_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.asin_.md deleted file mode 100644 index 7ed8422423e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.asin_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.asin_ - -### [torch.Tensor.asin_](https://pytorch.org/docs/stable/generated/torch.Tensor.asin_.html) - -```python -torch.Tensor.asin_() -``` - -### [paddle.Tensor.asin_]() - -```python -paddle.Tensor.asin_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.asinh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.asinh.md deleted file mode 100644 index f8c9859ff6a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.asinh.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.asinh - -### [torch.Tensor.asinh](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh) - -```python -torch.Tensor.asinh() -``` - -### [paddle.Tensor.asinh]() - -```python -paddle.Tensor.asinh() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.asinh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.asinh_.md deleted file mode 100644 index ebba6f478c5..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.asinh_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.asinh_ - -### [torch.Tensor.asinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh_) - -```python -torch.Tensor.asinh_() -``` - -### [paddle.Tensor.asinh_]() - -```python -paddle.Tensor.asinh_() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.atan_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.atan_.md deleted file mode 100644 index 1e873f7afa1..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.atan_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.atan_ - -### [torch.Tensor.atan_](https://pytorch.org/docs/stable/generated/torch.Tensor.atan_.html) - -```python -torch.Tensor.atan_() -``` - -### [paddle.Tensor.atan_]() - -```python -paddle.Tensor.atan_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.atanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.atanh.md deleted file mode 100644 index 5489807bbc2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.atanh.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.atanh - -### [torch.Tensor.atanh](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh.html#torch.Tensor.atanh) - -```python -torch.Tensor.atanh() -``` - -### [paddle.Tensor.atanh]() - -```python -paddle.Tensor.atanh() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.atanh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.atanh_.md deleted file mode 100644 index 8e7f20a39ee..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.atanh_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.atanh_ - -### [torch.Tensor.atanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh_.html#torch.Tensor.atanh_) - -```python -torch.Tensor.atanh_() -``` - -### [paddle.Tensor.atanh_]() - -```python -paddle.Tensor.atanh_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bincount.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bincount.md deleted file mode 100644 index 9dea4341dbf..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bincount.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.bincount - -### [torch.Tensor.bincount](https://pytorch.org/docs/stable/generated/torch.Tensor.bincount.html) - -```python -torch.Tensor.bincount(weights=None, minlength=0) -``` - -### [paddle.Tensor.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#bincount-weights-none-minlength-0) - -```python -paddle.Tensor.bincount(weights=None, minlength=0) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| --------- | ------------ | -- | -| weights | weights | 输入 Tensor 中每个元素的权重。 | -| minlength | minlength | 输出 Tensor 的最小长度。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_not.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_not.md deleted file mode 100644 index fc3f4b62ec3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_not.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.bitwise_not - -### [torch.Tensor.bitwise_not](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not.html) - -```python -torch.Tensor.bitwise_not() -``` - -### [paddle.Tensor.bitwise_not]() - -```python -paddle.Tensor.bitwise_not() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_not_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_not_.md deleted file mode 100644 index 9f584e77d3d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_not_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.bitwise_not_ - -### [torch.Tensor.bitwise_not_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not_.html) - -```python -torch.Tensor.bitwise_not_() -``` - -### [paddle.Tensor.bitwise_not_]() - -```python -paddle.Tensor.bitwise_not_() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ceil.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ceil.md deleted file mode 100644 index a339165042b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ceil.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.ceil - -### [torch.Tensor.ceil](https://pytorch.org/docs/stable/generated/torch.Tensor.ceil.html) - -```python -torch.Tensor.ceil() -``` - -### [paddle.Tensor.ceil](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ceil-name-none) - -```python -paddle.Tensor.ceil(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ceil_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ceil_.md deleted file mode 100644 index 5a4f8382bee..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ceil_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.ceil_ - -### [torch.Tensor.ceil\_](https://pytorch.org/docs/stable/generated/torch.Tensor.ceil_.html) - -```python -torch.Tensor.ceil_() -``` - -### [paddle.Tensor.ceil\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id7) - -```python -paddle.Tensor.ceil_(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cholesky.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cholesky.md deleted file mode 100644 index bc8687baebd..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cholesky.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.cholesky - -### [torch.Tensor.cholesky](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky.html) - -```python -torch.Tensor.cholesky(upper=False) -``` - -### [paddle.Tensor.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cholesky-upper-false-name-none) - -```python -paddle.Tensor.cholesky(upper=False, name=None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -- | -| upper | upper | 指示是否返回上三角矩阵或下三角矩阵。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cholesky_inverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cholesky_inverse.md deleted file mode 100644 index 9e5b4b4437d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cholesky_inverse.md +++ /dev/null @@ -1,20 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.cholesky_inverse - -### [torch.Tensor.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html#torch.cholesky_inverse) -```python -torch.Tensor.cholesky_inverse(upper=False) -``` - -### [paddle.Tensor.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) - -```python -paddle.Tensor.cholesky_inverse(upper=False, name=None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -- | -| upper | upper | 指示是否返回上三角矩阵或下三角矩阵。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clamp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clamp.md deleted file mode 100644 index 4208b04e294..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clamp.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.clamp - -### [torch.Tensor.clamp](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp.html?highlight=clamp#torch.Tensor.clamp) - -```python -torch.Tensor.clamp(min=None, max=None) -``` - -### [paddle.Tensor.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clip-min-none-max-none-name-none) - -```python -paddle.Tensor.clip(min=None, max=None, name=None) -``` - -两者功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------| -------------------------------------------------- | -| min | min | 裁剪的最小值,输入中小于该值的元素将由该元素代替。 | -| max | max | 裁剪的最大值,输入中大于该值的元素将由该元素代替。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clamp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clamp_.md deleted file mode 100644 index aa17b4657b5..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clamp_.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.clamp_ - -### [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_) - -```python -torch.Tensor.clamp_(min=None, max=None) -``` - -### [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) - -```python -paddle.Tensor.clip_(min=None, max=None, name=None) -``` - -两者功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------|---------------------------| -| min | min | 裁剪的最小值,输入中小于该值的元素将由该元素代替。 | -| max | max | 裁剪的最大值,输入中大于该值的元素将由该元素代替。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clip.md deleted file mode 100644 index d4d5dd45fbd..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clip.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.clip - -### [torch.Tensor.clip](https://pytorch.org/docs/stable/generated/torch.Tensor.clip.html?highlight=clip#torch.Tensor.clip) - -```python -torch.Tensor.clip(min=None, max=None) -``` - -### [paddle.Tensor.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clip-min-none-max-none-name-none) - -```python -paddle.Tensor.clip(min=None, max=None, name=None) -``` - -两者功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------| -------------------------------------------------- | -| min | min | 裁剪的最小值,输入中小于该值的元素将由该元素代替。 | -| max | max | 裁剪的最大值,输入中大于该值的元素将由该元素代替。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clip_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clip_.md deleted file mode 100644 index 3ccde9df1e8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clip_.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.clip_ - -### [torch.Tensor.clip_](https://pytorch.org/docs/stable/generated/torch.Tensor.clip_.html?highlight=clip_#torch.Tensor.clip_) - -```python -torch.Tensor.clip_(min=None, max=None) -``` - -### [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) - -```python -paddle.Tensor.clip_(min=None, max=None, name=None) -``` - -两者功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------|---------------------------| -| min | min | 裁剪的最小值,输入中小于该值的元素将由该元素代替。 | -| max | max | 裁剪的最大值,输入中大于该值的元素将由该元素代替。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.coalesce.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.coalesce.md deleted file mode 100644 index 28c6e9fc8d4..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.coalesce.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.coalesce - -### [torch.Tensor.coalesce](https://pytorch.org/docs/stable/generated/torch.Tensor.coalesce.html#torch-tensor-coalesce) - -```python -torch.Tensor.coalesce() -``` - -### [paddle.Tensor.coalesce](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/coalesce_en.html) - -```python -paddle.Tensor.coalesce(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.col_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.col_indices.md deleted file mode 100644 index d6f2ecf7398..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.col_indices.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.col_indices - -### [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) - -```python -torch.Tensor.col_indices() -``` - -### [paddle.Tensor.cols]() - -```python -paddle.Tensor.cols() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.conj.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.conj.md deleted file mode 100644 index d65a19fb1db..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.conj.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.conj - -### [torch.Tensor.conj](https://pytorch.org/docs/stable/generated/torch.Tensor.conj.html?highlight=conj#torch.Tensor.conj) - -```python -torch.Tensor.conj() -``` - -### [paddle.Tensor.conj](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#conj-name-none) - -```python -paddle.Tensor.conj(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.conj_physical.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.conj_physical.md deleted file mode 100644 index cdb7ccea165..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.conj_physical.md +++ /dev/null @@ -1,14 +0,0 @@ -## [无参数]torch.Tensor.conj_physical -### [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) - -```python -torch.Tensor.conj_physical() -``` - -### [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) - -```python -paddle.Tensor.conj(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cos.md deleted file mode 100644 index 7fa2ad9d0e7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cos.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.cos - -### [torch.Tensor.cos](https://pytorch.org/docs/stable/generated/torch.Tensor.cos.html?highlight=cos#torch.Tensor.cos) - -```python -torch.Tensor.cos() -``` - -### [paddle.Tensor.cos](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#cos-name-none) - -```python -paddle.Tensor.cos(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cos_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cos_.md deleted file mode 100644 index de11597e90f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cos_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.cos_ - -### [torch.Tensor.cos_](https://pytorch.org/docs/stable/generated/torch.Tensor.cos_.html) - -```python -torch.Tensor.cos_() -``` - -### [paddle.Tensor.cos_]() - -```python -paddle.Tensor.cos_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cosh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cosh.md deleted file mode 100644 index ba796782f6f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cosh.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.cosh - -### [torch.Tensor.cosh](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh.html?highlight=cosh#torch.Tensor.cosh) - -```python -torch.Tensor.cosh() -``` - -### [paddle.Tensor.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cosh-name-none) - -```python -paddle.Tensor.cosh(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cosh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cosh_.md deleted file mode 100644 index 379f2cd21de..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cosh_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.cosh_ - -### [torch.Tensor.cosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh_.html) - -```python -torch.Tensor.cosh_() -``` - -### [paddle.Tensor.cosh_]() - -```python -paddle.Tensor.cosh_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.crow_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.crow_indices.md deleted file mode 100644 index 83f29326b54..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.crow_indices.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.crow_indices - -### [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) - -```python -torch.Tensor.crow_indices() -``` - -### [paddle.Tensor.crows]() - -```python -paddle.Tensor.crows() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cumprod.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cumprod.md deleted file mode 100644 index 099c3c8b559..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cumprod.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.cumprod - -### [torch.Tensor.cumprod](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod.html?highlight=cumprod#torch.Tensor.cumprod) - -```python -torch.Tensor.cumprod(dim, dtype=None) -``` - -### [paddle.Tensor.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) - -```python -paddle.Tensor.cumprod(dim=None, dtype=None, name=None) -``` - -两者功能一致且参数用法一致, 具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -------------------------------------------------------------------------------------------------------------------- | -| dim | dim | 指明需要累乘的维度。 | -| dtype | dtype | 返回张量所需的数据类型。dtype 如果指定,则在执行操作之前将输入张量转换为指定的 dtype,这对于防止数据类型溢出很有用。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cumprod_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cumprod_.md deleted file mode 100644 index 59a6d5a500e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cumprod_.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.cumprod_ - -### [torch.Tensor.cumprod_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod_.html) - -```python -torch.Tensor.cumprod_(dim, *, dtype=None) -``` - -### [paddle.Tensor.cumprod_]() - -```python -paddle.Tensor.cumprod_(dim=None, dtype=None) -``` - -两者功能一致且参数用法一致, 具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -------------------------------------------------------------------------------------------------------------------- | -| dim | dim | 指明需要累乘的维度。 | -| dtype | dtype | 返回张量所需的数据类型。dtype 如果指定,则在执行操作之前将输入张量转换为指定的 dtype,这对于防止数据类型溢出很有用。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.data_ptr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.data_ptr.md deleted file mode 100644 index 41909acfb0f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.data_ptr.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.data_ptr - -### [torch.Tensor.data_ptr](https://pytorch.org/docs/stable/generated/torch.Tensor.data_ptr.html) - -```python -torch.Tensor.data_ptr() -``` - -### [paddle.Tensor.data_ptr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) - -```python -paddle.Tensor.data_ptr() -``` - -两者功能一致。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.deg2rad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.deg2rad.md deleted file mode 100644 index 9eeb45e7625..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.deg2rad.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.deg2rad - -### [torch.Tensor.deg2rad](https://pytorch.org/docs/stable/generated/torch.Tensor.deg2rad.html?highlight=deg2rad#torch.Tensor.deg2rad) - -```python -torch.Tensor.deg2rad() -``` - -### [paddle.Tensor.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#deg2rad-x-name-none) - -```python -paddle.Tensor.deg2rad(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.dense_dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.dense_dim.md deleted file mode 100644 index d7553a92039..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.dense_dim.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.dense_dim - -### [torch.Tensor.dense_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.dense_dim.html#torch.Tensor.dense_dim) - -```python -torch.Tensor.dense_dim() -``` - -### [paddle.Tensor.dense_dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) - -```python -paddle.Tensor.dense_dim() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.det.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.det.md deleted file mode 100644 index ce148d5c6b2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.det.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.det - -### [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det) - -```python -torch.Tensor.det() -``` - -### [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) - -```python -paddle.linalg.det(x, name=None) -``` - -Pytorch 为 Tensor 类方法,PaddlePaddle 为普通函数,将调用 torch.Tensor 类方法的 self Tensor 传入到 Paddle 接口中即可。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.detach.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.detach.md deleted file mode 100644 index ed4eb65bd99..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.detach.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.detach - -### [torch.Tensor.detach](https://pytorch.org/docs/stable/generated/torch.Tensor.detach.html?highlight=detach#torch.Tensor.detach) - -```python -torch.Tensor.detach() -``` - -### [paddle.Tensor.detach](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#detach) - -```python -paddle.Tensor.detach() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.detach_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.detach_.md deleted file mode 100644 index b617fd4b4fb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.detach_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.detach_ - -### [torch.Tensor.detach_](https://pytorch.org/docs/stable/generated/torch.Tensor.detach_.html) - -```python -torch.Tensor.detach_() -``` - -### [paddle.Tensor.detach_]() - -```python -paddle.Tensor.detach_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.device.md deleted file mode 100644 index 9871c685288..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.device.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.device - -### [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html) - -```python -torch.Tensor.device -``` - -### [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place) - -```python -paddle.Tensor.place -``` - -两者功能一致,均无参数,都用来查看一个 Tensor 的设备位置。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diag_embed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diag_embed.md deleted file mode 100644 index 7c40903ce44..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diag_embed.md +++ /dev/null @@ -1,23 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.diag_embed - -### [torch.Tensor.diag\_embed](https://pytorch.org/docs/stable/generated/torch.Tensor.diag_embed.html) - -```python -torch.Tensor.diag_embed(offset=0, dim1=-2, dim2=-1) -``` - -### [paddle.Tensor.diag\_embed]() - -```python -paddle.Tensor.diag_embed(offset=0, dim1=-2, dim2=-1, name=None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -- | -| offset | offset | 从指定的二维平面中获取对角线的位置。 | -| dim1 | dim1 | 填充对角线的二维平面的第一维。 | -| dim2 | dim2 | 填充对角线的二维平面的第二维。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diagflat.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diagflat.md deleted file mode 100644 index 0ccfed7b68f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diagflat.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.diagflat - -### [torch.Tensor.diagflat](https://pytorch.org/docs/stable/generated/torch.Tensor.diagflat.html?highlight=diagflat#torch.Tensor.diagflat) - -```python -torch.Tensor.diagflat(offset=0) -``` - -### [paddle.Tensor.diagflat]() - -```python -paddle.Tensor.diagflat(offset=0, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ------------------------------------------------------------------ | -| offset | offset | 对角线偏移量。正值表示上对角线,0 表示主对角线,负值表示下对角线。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.digamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.digamma.md deleted file mode 100644 index d513320178a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.digamma.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.digamma - -### [torch.Tensor.digamma](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma.html?highlight=digamma#torch.Tensor.digamma) - -```python -torch.Tensor.digamma() -``` - -### [paddle.Tensor.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#digamma-name-none) - -```python -paddle.Tensor.digamma(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.digamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.digamma_.md deleted file mode 100644 index 1083b86f574..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.digamma_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.digamma_ - -### [torch.Tensor.digamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma_.html) - -```python -torch.Tensor.digamma_() -``` - -### [paddle.Tensor.digamma_]() - -```python -paddle.Tensor.digamma_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.dim.md deleted file mode 100644 index 6a6be99f557..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.dim.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.dim - -### [torch.Tensor.dim](https://pytorch.org/docs/stable/generated/torch.Tensor.dim.html?highlight=dim#torch.Tensor.dim) - -```python -torch.Tensor.dim() -``` - -### [paddle.Tensor.dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dim) - -```python -paddle.Tensor.dim() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.element_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.element_size.md deleted file mode 100644 index aecc7d2e0da..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.element_size.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.element_size - -### [torch.Tensor.element_size](https://pytorch.org/docs/stable/generated/torch.Tensor.element_size.html?highlight=element_size#torch.Tensor.element_size) - -```python -torch.Tensor.element_size() -``` - -### [paddle.Tensor.element_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#element-size) - -```python -paddle.Tensor.element_size() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erf.md deleted file mode 100644 index 8ba9293846b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erf.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.erf - -### [torch.Tensor.erf](https://pytorch.org/docs/stable/generated/torch.Tensor.erf.html?highlight=erf#torch.Tensor.erf) - -```python -torch.Tensor.erf() -``` - -### [paddle.Tensor.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#erf-name-none) - -```python -paddle.Tensor.erf(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erf_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erf_.md deleted file mode 100644 index de29125dcf8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erf_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.erf_ - -### [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) - -```python -torch.Tensor.erf_() -``` - -### [paddle.erf_]() - -```python -paddle.erf_(x) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erfinv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erfinv.md deleted file mode 100644 index 69e0709bbe3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erfinv.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.erfinv - -### [torch.Tensor.erfinv](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv.html?highlight=erfinv#torch.Tensor.erfinv) - -```python -torch.Tensor.erfinv() -``` - -### [paddle.Tensor.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#erfinv-x-name-none) - -```python -paddle.Tensor.erfinv(name=None) -``` - -两者功能一致. diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erfinv_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erfinv_.md deleted file mode 100644 index d74fb066f95..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erfinv_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.erfinv\_ - -### [torch.Tensor.erfinv\_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv_.html?highlight=erfinv_#torch.Tensor.erfinv_) - -```python -torch.Tensor.erfinv_() -``` - -### [paddle.Tensor.erfinv\_]() - -```python -paddle.Tensor.erfinv_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.exp.md deleted file mode 100644 index f467acc6c86..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.exp.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.exp - -### [torch.Tensor.exp](https://pytorch.org/docs/stable/generated/torch.Tensor.exp.html?highlight=exp#torch.Tensor.exp) - -```python -torch.Tensor.exp() -``` - -### [paddle.Tensor.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exp-name-none) - -```python -paddle.Tensor.exp(name=None) -``` - -两者功能一致。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.exp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.exp_.md deleted file mode 100644 index ead52ba998b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.exp_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.exp\_ - -### [torch.Tensor.exp\_](https://pytorch.org/docs/stable/generated/torch.Tensor.exp_.html?highlight=exp_#torch.Tensor.exp_) - -```python -torch.Tensor.exp_() -``` - -### [paddle.Tensor.exp\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id7) - -```python -paddle.Tensor.exp_(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.expm1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.expm1.md deleted file mode 100644 index 23366f17fa7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.expm1.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.expm1 - -### [torch.Tensor.expm1](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1.html#torch.Tensor.expm1) - -```python -torch.Tensor.expm1() -``` - -### [paddle.Tensor.expm1]() - -```python -paddle.Tensor.expm1(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.expm1_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.expm1_.md deleted file mode 100644 index 616322be50e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.expm1_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.expm1_ - -### [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) - -```python -torch.Tensor.expm1_() -``` - -### [paddle.expm1_]() - -```python -paddle.expm1_(x) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fill_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fill_.md deleted file mode 100644 index 6cad52624cc..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fill_.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.fill\_ - -### [torch.Tensor.fill\_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_.html?highlight=fill_#torch.Tensor.fill_) - -```python -torch.Tensor.fill_(value) -``` - -### [paddle.Tensor.fill\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-x-value-name-none) - -```python -paddle.Tensor.fill_(value, name=None) -``` - -两者功能一致且参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ----------------------------------- | -| value | value | 输入 value 值修改原始 Tensor 元素。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix.md deleted file mode 100644 index 033c587481a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.fix - -### [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix) - -```python -torch.Tensor.fix() -``` - -### [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) - -```python -paddle.Tensor.trunc(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix_.md deleted file mode 100644 index 7ff2c4fff9a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.fix_ - -### [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) - -```python -torch.Tensor.fix_() -``` - -### [paddle.Tensor.trunc_]() - -```python -paddle.Tensor.trunc_() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.floor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.floor.md deleted file mode 100644 index 7a21c5a6cd6..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.floor.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.floor - -### [torch.Tensor.floor](https://pytorch.org/docs/stable/generated/torch.Tensor.floor.html?highlight=floor#torch.Tensor.floor) - -```python -torch.Tensor.floor() -``` - -### [paddle.Tensor.floor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_cn.html#floor) - -```python -paddle.Tensor.floor(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.floor_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.floor_.md deleted file mode 100644 index aaf8f0d32d7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.floor_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.floor\_ - -### [torch.Tensor.floor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_.html?highlight=floor_#torch.Tensor.floor_) - -```python -torch.Tensor.floor_() -``` - -### [paddle.Tensor.floor\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id10) - -```python -paddle.Tensor.floor_(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.frac.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.frac.md deleted file mode 100644 index 6f06b20a9ad..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.frac.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.frac - -### [torch.Tensor.frac](https://pytorch.org/docs/stable/generated/torch.Tensor.frac.html?highlight=frac#torch.Tensor.frac) - -```python -torch.Tensor.frac() -``` - -### [paddle.Tensor.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#frac-name-none) - -```python -paddle.Tensor.frac(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.frac_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.frac_.md deleted file mode 100644 index 600a8458bfa..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.frac_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.frac_ - -### [torch.Tensor.frac_](https://pytorch.org/docs/stable/generated/torch.Tensor.frac_.html) - -```python -torch.Tensor.frac_() -``` - -### [paddle.Tensor.frac_]() - -```python -paddle.Tensor.frac_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.frexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.frexp.md deleted file mode 100644 index 50b323dffde..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.frexp.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.frexp - -### [torch.Tensor.frexp](https://pytorch.org/docs/stable/generated/torch.Tensor.frexp.html#torch-tensor-frexp) - -```python -torch.Tensor.frexp() -``` - -### [paddle.Tensor.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#frexp-x) - -```python -paddle.Tensor.frexp() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.get_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.get_device.md deleted file mode 100644 index 9c72b9ebaaf..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.get_device.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.get_device - -### [torch.Tensor.get_device](https://pytorch.org/docs/stable/generated/torch.Tensor.get_device.html?highlight=torch+tensor+get_device#torch.Tensor.get_device) - -```python -torch.Tensor.get_device() -``` - -### [paddle.Tensor.place.gpu_device_id]() - -```python -paddle.Tensor.place.gpu_device_id() -``` - -两者功能一致且无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.grad.md deleted file mode 100644 index 133e0b3c6ff..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.grad.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.grad - -### [torch.Tensor.grad](https://pytorch.org/docs/stable/generated/torch.Tensor.grad.html) - -```python -torch.Tensor.grad -``` - -### [paddle.Tensor.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#grad) - -```python -paddle.Tensor.grad -``` - -两者功能一致,均无参数,都用来查看一个 Tensor 的梯度。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.i0.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.i0.md deleted file mode 100644 index 0f9b8498da4..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.i0.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.i0 - -### [torch.Tensor.i0](https://pytorch.org/docs/stable/generated/torch.Tensor.i0.html?highlight=i0#torch.Tensor.i0) - -```python -torch.Tensor.i0() -``` - -### [paddle.Tensor.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#i0-x-name-none) - -```python -paddle.Tensor.i0(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.i0_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.i0_.md deleted file mode 100644 index 7168687d454..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.i0_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.i0_ - -### [torch.Tensor.i0_](https://pytorch.org/docs/stable/generated/torch.Tensor.i0_.html) - -```python -torch.Tensor.i0_() -``` - -### [paddle.Tensor.i0_]() - -```python -paddle.Tensor.i0_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.imag.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.imag.md deleted file mode 100644 index abf201782f3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.imag.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.imag - -### [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html) - -```python -torch.Tensor.imag -``` - -### [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-name-none) - -```python -paddle.Tensor.imag -``` - -两者功能一致,均无参数,用于返回原复数 Tensor 的虚部数值。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.indices.md deleted file mode 100644 index c7ae898022f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.indices.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.indices - -### [torch.Tensor.indices](https://pytorch.org/docs/stable/generated/torch.Tensor.indices.html#torch.Tensor.indices) - -```python -torch.Tensor.indices() -``` - -### [paddle.Tensor.indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/Overview_cn.html) - -```python -paddle.Tensor.indices() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.int_repr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.int_repr.md deleted file mode 100644 index f62b0864b0c..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.int_repr.md +++ /dev/null @@ -1,11 +0,0 @@ -## [ 功能缺失 ] torch.Tensor.int_repr - -### [torch.Tensor.int_repr](https://pytorch.org/docs/stable/generated/torch.Tensor.int_repr.html#torch.Tensor.int_repr) - -```python -torch.Tensor.int_repr() -``` - -### []() - -Paddle 当前无对应功能,功能缺失。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.inverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.inverse.md deleted file mode 100644 index 95d6a0a6b49..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.inverse.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.inverse - -### [torch.Tensor.inverse](https://pytorch.org/docs/stable/generated/torch.Tensor.inverse.html) - -```python -torch.Tensor.inverse() -``` - -### [paddle.Tensor.inverse]() - -```python -paddle.Tensor.inverse(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_coalesced.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_coalesced.md deleted file mode 100644 index 48323da5863..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_coalesced.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.is_coalesced - -### [torch.Tensor.is_coalesced](https://pytorch.org/docs/stable/generated/torch.Tensor.is_coalesced.html#torch-tensor-is-coalesced) - -```python -torch.Tensor.is_coalesced() -``` - -### [paddle.Tensor.is_coalesced](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-coalesced) - -```python -paddle.Tensor.is_coalesced() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_complex.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_complex.md deleted file mode 100644 index a33ea65cf5d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_complex.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.is_complex - -### [torch.Tensor.is\_complex](https://pytorch.org/docs/stable/generated/torch.Tensor.is_complex.html) - -```python -torch.Tensor.is_complex() -``` - -### [paddle.Tensor.is\_complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-complex) - -```python -paddle.Tensor.is_complex() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_floating_point.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_floating_point.md deleted file mode 100644 index 20a76f76370..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_floating_point.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.is_floating_point - -### [torch.Tensor.is\_floating\_point](https://pytorch.org/docs/stable/generated/torch.Tensor.is_floating_point.html) - -```python -torch.Tensor.is_floating_point() -``` - -### [paddle.Tensor.is\_floating\_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-floating-point-x) - -```python -paddle.Tensor.is_floating_point() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_inference.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_inference.md deleted file mode 100644 index 8c623fcb0c8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_inference.md +++ /dev/null @@ -1,25 +0,0 @@ -## [ 无参数 ]torch.Tensor.is_inference - -### [torch.Tensor.is_inference](https://pytorch.org/docs/stable/generated/torch.Tensor.is_inference.html) - -```python -torch.Tensor.is_inference() -``` - -### [paddle.Tensor.stop_gradient]() - -```python -paddle.Tensor.stop_gradient -``` - -两者功能一致,无参数。 `is_inference` 会强制关闭梯度记录。并且不能在中途设置梯度,而 `stop_gradient` 仅为停止计算该算子梯度,可在中途重新设为 `True` ,`Paddle` 为近似实现。 - -### 转写示例 - -```python -# PyTorch 写法 -x.is_inference() - -# Paddle 写法 -x.stop_gradient -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_leaf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_leaf.md deleted file mode 100644 index 938253dbdb4..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_leaf.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.is_leaf - -### [torch.Tensor.is_leaf](https://pytorch.org/docs/stable/generated/torch.Tensor.is_leaf.html) - -```python -torch.Tensor.is_leaf -``` - -### [paddle.Tensor.is_leaf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-leaf) - -```python -paddle.Tensor.is_leaf -``` - -两者功能一致,均无参数,判断 Tensor 是否为叶子 Tensor。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_sparse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_sparse.md deleted file mode 100644 index 1393779c8ea..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_sparse.md +++ /dev/null @@ -1,27 +0,0 @@ -## [ 无参数 ] torch.Tensor.is_sparse - -### [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html) - -```python -torch.Tensor.is_sparse -``` - -### [paddle.Tensor.is_sparse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) - -```python -paddle.Tensor.is_sparse() -``` - -两者功能一致,但使用方式不一致,前者可以直接访问属性,后者需要调用方法,具体如下: - -### 转写示例 - -```python -# torch 版本可以直接访问属性 -# x = torch.rand(3) -# print(x.is_sparse) - -# Paddle 版本需要调用 -x = paddle.rand([3]) -print(x.is_sparse()) -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_sparse_csr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_sparse_csr.md deleted file mode 100644 index 5d29dc300a3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_sparse_csr.md +++ /dev/null @@ -1,25 +0,0 @@ -## [ 无参数 ] torch.Tensor.is_sparse_csr - -### [torch.Tensor.is_sparse_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) - -```python -torch.Tensor.is_sparse_csr -``` - -### [paddle.Tensor.is_sparse_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) - -```python -paddle.Tensor.is_sparse_csr() -``` - -两者功能一致,但使用方式不一致,前者可以直接访问属性,后者需要调用方法,具体如下: - -### 转写示例 - -```python -# torch 版本可以直接访问属性 -x.is_sparse_csr - -# Paddle 版本需要调用 -x.is_sparse_csr() -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isfinite.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isfinite.md deleted file mode 100644 index 1d07175ed18..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isfinite.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.isfinite - -### [torch.Tensor.isfinite](https://pytorch.org/docs/stable/generated/torch.Tensor.isfinite.html) - -```python -torch.Tensor.isfinite() -``` - -### [paddle.Tensor.isfinite](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isfinite-name-none) - -```python -paddle.Tensor.isfinite(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isinf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isinf.md deleted file mode 100644 index c5967c7331b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isinf.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.isinf - -### [torch.Tensor.isinf](https://pytorch.org/docs/stable/generated/torch.Tensor.isinf.html) - -```python -torch.Tensor.isinf() -``` - -### [paddle.Tensor.isinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isinf-name-none) - -```python -paddle.Tensor.isinf(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isnan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isnan.md deleted file mode 100644 index ff1d617b4ea..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isnan.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.isnan - -### [torch.Tensor.isnan](https://pytorch.org/docs/stable/generated/torch.Tensor.isnan.html) - -```python -torch.Tensor.isnan() -``` - -### [paddle.Tensor.isnan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isnan-name-none) - -```python -paddle.Tensor.isnan(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isneginf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isneginf.md deleted file mode 100644 index 0f3efe8bd0e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isneginf.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.Tensor.isneginf - -### [torch.Tensor.isneginf ](https://pytorch.org/docs/stable/generated/torch.Tensor.isneginf.html#torch.Tensor.isneginf) - -```python -torch.Tensor.isneginf() -``` - -### [paddle.Tensor.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isneginf-name-none) - -```python -paddle.Tensor.isneginf(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isposinf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isposinf.md deleted file mode 100644 index 793396aa479..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isposinf.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.Tensor.isposinf - -### [torch.Tensor.isposinf](https://pytorch.org/docs/stable/generated/torch.Tensor.isposinf.html#torch.Tensor.isposinf) - -```python -torch.Tensor.isposinf() -``` - -### [paddle.Tensor.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isposinf-name-none) - -```python -paddle.Tensor.isposinf(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isreal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isreal.md deleted file mode 100644 index 56acab5626e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isreal.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.Tensor.isreal - -### [torch.Tensor.isreal](https://pytorch.org/docs/stable/generated/torch.Tensor.isreal.html#torch.Tensor.isreal) - -```python -torch.Tensor.isreal() -``` - -### [paddle.Tensor.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isreal-name-none) - -```python -paddle.Tensor.isreal(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.istft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.istft.md deleted file mode 100644 index 4d74910babb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.istft.md +++ /dev/null @@ -1,37 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.istft -### [torch.Tensor.istft](https://pytorch.org/docs/stable/generated/torch.Tensor.istft.html#torch.Tensor.istft) - -```python -torch.Tensor.istft(n_fft, hop_length=None, win_length=None, window=None, center=True, normalized=False, onesided=None, length=None, return_complex=False) -``` - -### [paddle.Tensor.istft]() - -```python -paddle.Tensor.istft(n_fft, - hop_length=None, - win_length=None, - window=None, - center=True, - normalized=False, - onesided=True, - length=None, - return_complex=False, - name=None) -``` - -两者功能一致且参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| n_fft | n_fft | 表示离散傅里叶变换的样本点个数。 | -| hop_length | hop_length | 表示相邻两帧偏移的样本点个数。 | -| win_length | win_length | 表示信号窗的长度。 | -| window | window | 表示长度为 win_length 的 Tensor 。 | -| center | center | 表示是否将输入信号进行补长。 | -| normalized | normalized | 表示是否将傅里叶变换的结果乘以值为 1/sqrt(n) 的缩放系数。 | -| onesided | onesided | 表示是否返回一个实信号。 | -| length | length | 表示输出信号的长度。 | -| return_complex | return_complex | 表示输出的重构信号是否为复信号。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.itemsize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.itemsize.md deleted file mode 100644 index 933f6c6ff9f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.itemsize.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.itemsize - -### [torch.Tensor.itemsize](https://pytorch.org/docs/stable/generated/torch.Tensor.itemsize.html) - -```python -torch.Tensor.itemsize -``` - -### [paddle.Tensor.element_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#element-size) - -```python -paddle.Tensor.element_size() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lgamma.md deleted file mode 100644 index b0ab4a59a93..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lgamma.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.lgamma - -### [torch.Tensor.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html#torch.lgamma) - -```python -torch.Tensor.lgamma() -``` - -### [paddle.Tensor.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html) - -```python -paddle.Tensor.lgamma() -``` - -两者功能一致,均无参数,用于计算张量中每个元素的自然对数伽马函数值的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lgamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lgamma_.md deleted file mode 100644 index b546b373d33..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lgamma_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.lgamma_ - -### [torch.Tensor.lgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.lgamma_.html) - -```python -torch.Tensor.lgamma_() -``` - -### [paddle.Tensor.lgamma_]() - -```python -paddle.Tensor.lgamma_() -``` - -两者功能一致,均无参数,用于计算张量中每个元素的自然对数伽马函数值的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log.md deleted file mode 100644 index 4445d10ab81..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.log - -### [torch.Tensor.log](https://pytorch.org/docs/stable/generated/torch.Tensor.log.html) - -```python -torch.Tensor.log() -``` - -### [paddle.Tensor.log](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log-name-none) - -```python -paddle.Tensor.log() -``` - -两者功能一致,均无参数,用于计算张量中每个元素的自然对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log10.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log10.md deleted file mode 100644 index 28b36ddaef4..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log10.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.log10 - -### [torch.Tensor.log10](https://pytorch.org/docs/stable/generated/torch.Tensor.log10.html#torch.Tensor.log10) - -```python -torch.Tensor.log10() -``` - -### [paddle.Tensor.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log10-name-none) - -```python -paddle.Tensor.log10() -``` - -两者功能一致,均无参数,用于计算张量中每个元素的以 10 为底的对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log10_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log10_.md deleted file mode 100644 index 27408a12af6..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log10_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.log10_ - -### [torch.Tensor.log10_](https://pytorch.org/docs/stable/generated/torch.Tensor.log10_.html) - -```python -torch.Tensor.log10_() -``` - -### [paddle.Tensor.log10_](e) - -```python -paddle.Tensor.log10_() -``` - -两者功能一致,均无参数,用于计算张量中每个元素的以 10 为底的对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log1p.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log1p.md deleted file mode 100644 index 2100581e224..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log1p.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.log1p - -### [torch.Tensor.log1p](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p.html#torch.Tensor.log1p) - -```python -torch.Tensor.log1p() -``` - -### [paddle.Tensor.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log1p-name-none) - -```python -paddle.Tensor.log1p() -``` - -两者功能一致,均无参数,用于计算张量中每个元素加 1 后的自然对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log1p_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log1p_.md deleted file mode 100644 index 511b4115f53..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log1p_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.log1p_ - -### [torch.Tensor.log1p_](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p_.html) - -```python -torch.Tensor.log1p_() -``` - -### [paddle.Tensor.log1p_]() - -```python -paddle.Tensor.log1p_() -``` - -两者功能一致,均无参数,用于计算张量中每个元素加 1 后的自然对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log2.md deleted file mode 100644 index 895b45946a5..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log2.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.log2 - -### [torch.Tensor.log2](https://pytorch.org/docs/stable/generated/torch.Tensor.log2.html#torch.Tensor.log2) - -```python -torch.Tensor.log2() -``` - -### [paddle.Tensor.log2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log2-name-none) - -```python -paddle.Tensor.log2() -``` - -两者功能一致,均无参数,用于计算张量中每个元素的以 2 为底的对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log2_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log2_.md deleted file mode 100644 index 58eca6495e2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log2_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.log2_ - -### [torch.Tensor.log2_](https://pytorch.org/docs/stable/generated/torch.Tensor.log2_.html) - -```python -torch.Tensor.log2_() -``` - -### [paddle.Tensor.log2_]() - -```python -paddle.Tensor.log2_() -``` - -两者功能一致,均无参数,用于计算张量中每个元素的以 2 为底的对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log_.md deleted file mode 100644 index 66f7744b2cb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.log_ - -### [torch.Tensor.log_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_.html) - -```python -torch.Tensor.log_() -``` - -### [paddle.Tensor.log_]() - -```python -paddle.Tensor.log_() -``` - -两者功能一致,均无参数,用于计算张量中每个元素的自然对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logical_not_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logical_not_.md deleted file mode 100644 index bdf2ac22042..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logical_not_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.logical_not_ - -### [torch.Tensor.logical_not_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_not_.html) - -```python -torch.Tensor.logical_not_() -``` - -### [paddle.Tensor.logical_not_]() - -```python -paddle.Tensor.logical_not_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logit.md deleted file mode 100644 index e4c93d48301..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logit.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.logit - -### [torch.Tensor.logit](https://pytorch.org/docs/stable/generated/torch.Tensor.logit.html) - -```python -torch.Tensor.logit(eps=None) -``` - -### [paddle.Tensor.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logit-eps-none-name-none) - -```python -paddle.Tensor.logit(eps=None, name=None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -- | -| eps | eps | 传入该参数后可将 x 的范围控制在 [eps,1−eps],默认值为 None。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logit_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logit_.md deleted file mode 100644 index b1041d22a36..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logit_.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.logit_ - -### [torch.Tensor.logit_](https://pytorch.org/docs/stable/generated/torch.Tensor.logit_.html) - -```python -torch.Tensor.logit_(eps=None) -``` - -### [paddle.Tensor.logit_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) - -```python -paddle.Tensor.logit_(eps=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------------------------------- | ------------ | ----------------------------------------------------------------------- | -| eps | eps | 将输入向量的范围控制在 [eps,1−eps] | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lu.md deleted file mode 100644 index be2805a77cc..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lu.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.lu - -### [torch.Tensor.lu](https://pytorch.org/docs/stable/generated/torch.Tensor.lu.html) - -```python -torch.Tensor.lu(pivot=True, get_infos=False) -``` - -### [paddle.Tensor.lu]() - -```python -paddle.Tensor.lu(pivot=True, get_infos=False, name=None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| --------- | ------------ | -- | -| pivot | pivot | LU 分解时是否进行旋转。 | -| get_infos | get_infos | 是否返回分解状态信息,若为 True,则返回分解状态 Tensor,否则不返回。默认 False。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mT.md deleted file mode 100644 index a508c3d95c4..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mT.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.mT - -### [torch.Tensor.mT](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mT) - -```python -torch.Tensor.mT -``` - -### [paddle.Tensor.mT](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/dygraph/math_op_patch.py#L208) - -```python -paddle.Tensor.mT -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_fill.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_fill.md deleted file mode 100644 index 76e7d54d4b2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_fill.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.masked_fill - -### [torch.Tensor.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html?highlight=masked_fill#torch.Tensor.masked_fill) - -```python -torch.Tensor.masked_fill(mask, value) -``` - -### [paddle.Tensor.masked_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#masked-fill-mask-value-name-non) - -```python -paddle.Tensor.masked_fill(mask, value, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------| -------------------------------------------------- | -| mask | mask | 布尔张量,表示要填充的位置 | -| value | value | 用于填充目标张量的值 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_fill_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_fill_.md deleted file mode 100644 index 89b460a725f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_fill_.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.masked_fill_ - -### [torch.Tensor.masked_fill_](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill_.html?highlight=masked_fill_#torch.Tensor.masked_fill_) - -```python -torch.Tensor.masked_fill_(mask, value) -``` - -### [paddle.Tensor.masked_fill_]() - -```python -paddle.Tensor.masked_fill_(mask, value, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------| -------------------------------------------------- | -| mask | mask | 布尔张量,表示要填充的位置 | -| value | value | 用于填充目标张量的值 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_scatter.md deleted file mode 100644 index f7b796a9aaf..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_scatter.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.masked_scatter - -### [torch.Tensor.masked_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter.html?highlight=masked_scatter#torch.Tensor.masked_scatter) - -```python -torch.Tensor.masked_scatter(mask, value) -``` - -### [paddle.Tensor.masked_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#masked-scatter-mask-value-name-non) - -```python -paddle.Tensor.masked_scatter(mask, value, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------| -------------------------------------------------- | -| mask | mask | 布尔张量,表示要填充的位置 | -| value | value | 用于填充目标张量的值 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_scatter_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_scatter_.md deleted file mode 100644 index a4d97f82810..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_scatter_.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.masked_scatter_ - -### [torch.Tensor.masked_scatter_](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter_.html?highlight=masked_scatter#torch.Tensor.masked_scatter_) - -```python -torch.Tensor.masked_scatter_(mask, value) -``` - -### [paddle.Tensor.masked_scatter_]() - -```python -paddle.Tensor.masked_scatter_(mask, value, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------| -------------------------------------------------- | -| mask | mask | 布尔张量,表示要填充的位置 | -| value | value | 用于填充目标张量的值 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_select.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_select.md deleted file mode 100644 index 98818c61a4a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.masked_select.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致 ]torch.Tensor.masked_select - -### [torch.Tensor.masked_select](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_select.html?highlight=masked_select#torch.Tensor.masked_select) - -```python -torch.Tensor.masked_select(mask) -``` - -### [paddle.Tensor.masked_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#masked-select-mask-name-none) - -```python -paddle.Tensor.masked_select(mask, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ------------------------------------ | -| mask | mask | 表示用于索引的二进制掩码的 Tensor 。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.matrix_exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.matrix_exp.md deleted file mode 100644 index adee6380b07..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.matrix_exp.md +++ /dev/null @@ -1,25 +0,0 @@ -## [ 无参数 ]torch.Tensor.matrix_exp - -### [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp) - -```python -torch.Tensor.matrix_exp() -``` - -### [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) - -```python -paddle.linalg.matrix_exp(x, name=None) -``` - -两者功能一致,无参数。 - -### 转写示例 - -```python -# PyTorch 写法 -out = x.matrix_exp() - -# Paddle 写法 -out = paddle.linalg.matrix_exp(x) -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.matrix_power.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.matrix_power.md deleted file mode 100644 index ee35f60752a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.matrix_power.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.matrix_power - -### [torch.Tensor.matrix\_power](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_power.html) - -```python -torch.Tensor.matrix_power(n) -``` - -### [paddle.Tensor.matrix\_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#matrix-power-x-n-name-none) - -```python -paddle.Tensor.matrix_power(n, name=None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -- | -| n | n | 输入的幂次,类型为 int。它可以是任意整数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mm.md deleted file mode 100644 index 9fdda57cef7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mm.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.mm - -### [torch.Tensor.mm](https://pytorch.org/docs/stable/generated/torch.Tensor.mm.html) - -```python -torch.Tensor.mm(mat2) -``` - -### [paddle.Tensor.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mm-mat2-name-none) - -```python -paddle.Tensor.mm(mat2, name=None) -``` - -两者功能一致且参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------------------------------|---------------------------------| ----------------------------------------- | -| mat2 | mat2 | 输⼊ Tensor 。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.moveaxis.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.moveaxis.md deleted file mode 100644 index daf6f545212..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.moveaxis.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.moveaxis - -### [torch.Tensor.moveaxis](https://pytorch.org/docs/stable/generated/torch.Tensor.moveaxis.html) - -```python -torch.Tensor.moveaxis(source, destination) -``` - -### [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) - -```python -paddle.Tensor.moveaxis(source, destination,name = None) -``` - -两者功能一致且参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|------------------------------------|------------------------------------|----------------------------------| -| source | source | 将被移动的轴的位置。 | -| destination | destination | 轴被移动后的目标位置。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.movedim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.movedim.md deleted file mode 100644 index 62e6655c1fb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.movedim.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.movedim - -### [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html) - -```python -torch.Tensor.movedim(source, destination) -``` - -### [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) - -```python -paddle.Tensor.moveaxis(source, destination, name = None) -``` - -两者功能一致且参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|------------------------------------|------------------------------------|----------------------------------| -| source | source | 将被移动的轴的位置。 | -| destination | destination | 轴被移动后的目标位置。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mv.md deleted file mode 100644 index b226ebeb0f3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mv.md +++ /dev/null @@ -1,20 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.mv -### [torch.Tensor.mv](https://pytorch.org/docs/stable/generated/torch.Tensor.mv.html) - -```python -torch.Tensor.mv(vec) -``` - -### [paddle.Tensor.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mv-vec-name-none) - -```python -paddle.Tensor.mv(vec) -``` - -两者功能一致,且参数一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| vec | vec | 相乘的向量。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma.md deleted file mode 100644 index ca8e04c3ba3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma.md +++ /dev/null @@ -1,31 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.mvlgamma - -### [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma) - -```python -torch.Tensor.mvlgamma(p) -``` - -### [paddle.Tensor.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) - -```python -paddle.Tensor.multigammaln(p, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ---------------------------------------------------- | -| p | p | 多元伽马函数积分空间的维度。 | - -### 转写示例 - -```python -# PyTorch 写法 -y = x.mvlgamma(p) - -# Paddle 写法 -y = x.multigammaln(p) -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma_.md deleted file mode 100644 index 0ed079a8919..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma_.md +++ /dev/null @@ -1,31 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.mvlgamma_ - -### [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma) - -```python -torch.Tensor.mvlgamma_(p) -``` - -### [paddle.Tensor.multigammaln_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multigammaln__cn.html#multigammaln) - -```python -paddle.Tensor.multigammaln_(p, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ---------------------------------------------------- | -| p | p | 多元伽马函数积分空间的维度。 | - -### 转写示例 - -```python -# PyTorch 写法 -y = x.mvlgamma_(p) - -# Paddle 写法 -y = x.multigammaln_(p) -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nan_to_num.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nan_to_num.md deleted file mode 100644 index 9fa820ddfc2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nan_to_num.md +++ /dev/null @@ -1,23 +0,0 @@ -## [参数完全一致]torch.Tensor.nan_to_num - -### [torch.Tensor.nan_to_num](https://pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num.html#torch.Tensor.nan_to_num) - -```python -torch.Tensor.nan_to_num(nan=0.0, posinf=None, neginf=None) -``` - -### [paddle.Tensor.nan_to_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nan-to-num) - -```python -paddle.Tensor.nan_to_num(nan=0.0, posinf=None, neginf=None) -``` - -两者功能一致,且参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | --------------- | -| nan | nan | NaN 的替换值。 | -| posinf | posinf | +inf 的替换值。 | -| neginf | neginf | -inf 的替换值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nan_to_num_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nan_to_num_.md deleted file mode 100644 index 719136aa761..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nan_to_num_.md +++ /dev/null @@ -1,23 +0,0 @@ -## [参数完全一致]torch.Tensor.nan_to_num_ - -### [torch.Tensor.nan_to_num_](https://pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num_.html#torch.Tensor.nan_to_num_) - -```python -torch.Tensor.nan_to_num_(nan=0.0, posinf=None, neginf=None) -``` - -### [paddle.Tensor.nan_to_num_]() - -```python -paddle.Tensor.nan_to_num_(nan=0.0, posinf=None, neginf=None) -``` - -两者功能一致,且参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | --------------- | -| nan | nan | NaN 的替换值。 | -| posinf | posinf | +inf 的替换值。 | -| neginf | neginf | -inf 的替换值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ndim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ndim.md deleted file mode 100644 index 945a6e7bb64..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ndim.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.ndim - -### [torch.Tensor.ndim](https://pytorch.org/docs/stable/generated/torch.Tensor.ndim.html) - -```python -torch.Tensor.ndim -``` - -### [paddle.Tensor.ndim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ndim) - -```python -paddle.Tensor.ndim -``` - -两者功能一致,均无参数,查看一个 Tensor 的维度。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ndimension.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ndimension.md deleted file mode 100644 index e0c3826b01a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ndimension.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.ndimension - -### [torch.Tensor.ndimension](https://pytorch.org/docs/stable/generated/torch.Tensor.ndimension.html?highlight=ndimension#torch.Tensor.ndimension) - -```python -torch.Tensor.ndimension() -``` - -### [paddle.Tensor.ndimension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ndimension) - -```python -paddle.Tensor.ndimension() -``` - -两者功能一致,均无参数,查看一个 Tensor 的维度。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.neg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.neg.md deleted file mode 100644 index f05ad826217..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.neg.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.neg - -### [torch.Tensor.neg](https://pytorch.org/docs/stable/generated/torch.Tensor.neg.html?highlight=neg#torch.Tensor.neg) - -```python -torch.Tensor.neg() -``` - -### [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#neg-name-none) - -```python -paddle.Tensor.neg() -``` - -两者功能一致,均无参数,将 Tensor 上的各个值取相反数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.neg_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.neg_.md deleted file mode 100644 index e1cc849c129..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.neg_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.neg_ - -### [torch.Tensor.neg_](https://pytorch.org/docs/stable/generated/torch.Tensor.neg_.html) - -```python -torch.Tensor.neg_() -``` - -### [paddle.Tensor.neg_]() - -```python -paddle.Tensor.neg_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative.md deleted file mode 100644 index 5d01bdc0d5c..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.negative - -### [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative) - -```python -torch.Tensor.negative() -``` - -### [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) - -```python -paddle.Tensor.neg() -``` - -两者功能一致,均无参数,用于计算输入 x 的相反数并返回。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative_.md deleted file mode 100644 index 7b714e047ff..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.negative_ - -### [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) - -```python -torch.Tensor.negative_() -``` - -### [paddle.Tensor.neg_]() - -```python -paddle.Tensor.neg_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nelement.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nelement.md deleted file mode 100644 index 0fd21948dd2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nelement.md +++ /dev/null @@ -1,17 +0,0 @@ -## [ 无参数 ] torch.Tensor.nelement - -### [torch.Tensor.nelement](https://pytorch.org/docs/stable/generated/torch.Tensor.nelement.html?highlight=nelement#torch.Tensor.nelement) - -```python -torch.Tensor.nelement() -``` - -### [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fluid/layers/size_cn.html#cn-api-fluid-layers-size) - -```python -paddle.Tensor.size() -``` - - - -两者功能一致,均无参数,用于返回张量的单元数量,是一个 int 型的整数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nonzero.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nonzero.md deleted file mode 100644 index f76e780e422..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nonzero.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.nonzero - -### [torch.Tensor.nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.nonzero.html?highlight=nonzero#torch.Tensor.nonzero) - -```python -torch.Tensor.nonzero(*, as_tuple=False) -``` - -### [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nonzero_cn.html#cn-api-tensor-search-nonzero) - -```python -paddle.Tensor.nonzero(as_tuple=False) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| as_tuple | as_tuple | bool 类型表示输出数据的格式,默认 False 时,输出一个张量,True 时输出一组一维张量。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.normal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.normal_.md deleted file mode 100644 index 5149a55efb7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.normal_.md +++ /dev/null @@ -1,23 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.normal_ - -### [torch.Tensor.normal_](https://pytorch.org/docs/stable/generated/torch.Tensor.normal_.html#torch-tensor-normal) - -```python -torch.Tensor.normal_(mean=0, std=1, *, generator=None) -``` - -### [paddle.Tensor.normal_]() - -```python -paddle.Tensor.normal_(mean=0, std=1) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| --------- | ------------ | --------------------------------------------- | -| mean | mean | 均值。 | -| std | std | 标准差。 | -| generator | - | 用于采样的伪随机数生成器, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.numel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.numel.md deleted file mode 100644 index 691f52e905e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.numel.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.numel - -### [torch.Tensor.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel) - -```python -torch.Tensor.numel() -``` - -### [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/guides/beginner/tensor_cn.html#tensor-shape) - -```python -paddle.Tensor.size -``` - -两者功能一致,均无参数,用于返回张量的单元数量,是一个 int 型的整数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.pin_memory.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.pin_memory.md deleted file mode 100644 index 1d0f08d99e8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.pin_memory.md +++ /dev/null @@ -1,17 +0,0 @@ -## [ 无参数 ] torch.Tensor.pin_memory - -### [torch.Tensor.pin_memory](https://pytorch.org/docs/stable/generated/torch.Tensor.pin_memory.html?highlight=pin_mem#torch.Tensor.pin_memory) - -```python -torch.Tensor.pin_memory() -``` - -### [paddle.Tensor.pin_memory](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#pin-memory-y-name-none) - -```python -paddle.Tensor.pin_memory() -``` - - - -两者功能一致,均无参数,用于将当前 Tensor 的拷贝到固定内存上,且返回的 Tensor 不保留在原计算图中。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.polygamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.polygamma.md deleted file mode 100644 index 3bfea29213d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.polygamma.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.polygamma - -### [torch.Tensor.polygamma](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma.html?highlight=tensor+polygamma#torch.Tensor.polygamma) - -```python -torch.Tensor.polygamma(n) -``` - -### [paddle.Tensor.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/polygamma_cn.html#polygamma) - -```python -paddle.Tensor.polygamma(n) -``` - -两者功能一致,且参数一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------|------------------| -| n | n | 表示返回第 n 阶的多伽马函数的值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.polygamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.polygamma_.md deleted file mode 100644 index 6231088a668..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.polygamma_.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.polygamma_ - -### [torch.Tensor.polygamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma_.html) - -```python -torch.Tensor.polygamma_(n) -``` - -### [paddle.Tensor.polygamma_]() - -```python -paddle.Tensor.polygamma_(n) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| n | n | 指定需要求解 n 阶多伽马函数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.positive.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.positive.md deleted file mode 100644 index 4b439bf900d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.positive.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.positive - -### [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive) - -```python -torch.Tensor.positive() -``` - -### [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) - -```python -paddle.positive(x) -``` - -Pytorch 为 Tensor 类方法,Paddle 为普通函数,将调用 torch.Tensor 类方法的 self Tensor 传入到 Paddle 接口中即可。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rad2deg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rad2deg.md deleted file mode 100644 index 99e7c0a45b5..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rad2deg.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.rad2deg - -### [torch.Tensor.rad2deg](https://pytorch.org/docs/stable/generated/torch.Tensor.rad2deg.html#torch-tensor-rad2deg) - -```python -torch.Tensor.rad2deg() -``` - -### [paddle.Tensor.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#rad2deg-x-name-none) - -```python -paddle.Tensor.rad2deg() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.real.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.real.md deleted file mode 100644 index 5bd56f30644..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.real.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.real - -### [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) - -```python -torch.Tensor.real -``` - -### [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-name-none) - -```python -paddle.Tensor.real -``` - -两者功能一致,均无参数,用于返回 Tensor 的实部数值。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.reciprocal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.reciprocal.md deleted file mode 100644 index 612cc721c7b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.reciprocal.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.reciprocal - -### [torch.Tensor.reciprocal](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal.html?highlight=torch+tensor+reciprocal#torch.Tensor.reciprocal) - -```python -torch.Tensor.reciprocal() -``` - -### [paddle.Tensor.reciprocal]() - -```python -paddle.Tensor.reciprocal() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.reciprocal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.reciprocal_.md deleted file mode 100644 index 06854009246..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.reciprocal_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.reciprocal_ - -### [torch.Tensor.reciprocal_](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal_.html?highlight=torch+tensor+reciprocal_#torch.Tensor.reciprocal_) - -```python -torch.Tensor.reciprocal_() -``` - -### [paddle.Tensor.reciprocal_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id11) - -```python -paddle.Tensor.reciprocal_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.register_hook.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.register_hook.md deleted file mode 100644 index d695169c696..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.register_hook.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.register_hook -### [torch.Tensor.register_hook](https://pytorch.org/docs/stable/generated/torch.Tensor.register_hook.html#torch-tensor-register-hook) - -```python -torch.Tensor.register_hook(hook) -``` - -### [paddle.Tensor.register_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#register-hook-hook) - -```python -paddle.Tensor.register_hook(hook) -``` - - -两者功能一致,且参数一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| hook | hook | 一个需要注册到 Tensor.grad 上的 hook 函数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.retain_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.retain_grad.md deleted file mode 100644 index 3423c7c2712..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.retain_grad.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.Tensor.retain_grad - -### [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html) - -```python -torch.Tensor.retain_grad() -``` - -### [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle) - -```python -paddle.Tensor.retain_grads() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rsqrt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rsqrt.md deleted file mode 100644 index a40ca35c389..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rsqrt.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.rsqrt - -### [ torch.Tensor.rsqrt](https://pytorch.org/docs/stable/generated/torch.Tensor.rsqrt) - -```python -torch.Tensor.rsqrt() -``` - -### [paddle.Tensor.rsqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#rsqrt-name-none) - -```python -paddle.Tensor.rsqrt() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rsqrt_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rsqrt_.md deleted file mode 100644 index 7e6c5ca8e31..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rsqrt_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.rsqrt_ - -### [torch.Tensor.rsqrt_](https://pytorch.org/docs/stable/generated/torch.Tensor.rsqrt_) - -```python -torch.Tensor.rsqrt_() -``` - -### [paddle.Tensor.rsqrt_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) - -```python -paddle.Tensor.rsqrt_() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sgn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sgn.md deleted file mode 100644 index aef70be6cd7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sgn.md +++ /dev/null @@ -1,12 +0,0 @@ -## [ 无参数 ]torch.Tensor.sgn -### [torch.Tensor.sgn](https://pytorch.org/docs/stable/generated/torch.Tensor.sgn.html#torch.Tensor.sgn) - -```python -torch.Tensor.sgn() -``` - -### [paddle.Tensor.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sgn-name-none) - -```python -paddle.Tensor.sgn() -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.shape.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.shape.md deleted file mode 100644 index e0567226ed7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.shape.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.shape - -### [torch.Tensor.shape](https://pytorch.org/docs/stable/generated/torch.Tensor.shape.html) - -```python -torch.Tensor.shape -``` - -### [paddle.Tensor.shape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#shape) - -```python -paddle.Tensor.shape -``` - -两者功能一致,均无参数,都用来查看一个 Tensor 的 shape,shape 是 Tensor 的一个重要的概念,其描述了 tensor 在每个维度上的元素数量。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sigmoid.md deleted file mode 100644 index a2df16cc2c2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sigmoid.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.sigmoid - -### [torch.Tensor.sigmoid](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid) - -```python -torch.Tensor.sigmoid() -``` - -### [paddle.Tensor.sigmoid]() - -```python -paddle.Tensor.sigmoid() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sigmoid_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sigmoid_.md deleted file mode 100644 index 5e46a05aa6c..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sigmoid_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.sigmoid_ - -### [torch.Tensor.sigmoid_](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid_) - -```python -torch.Tensor.sigmoid_() -``` - -### [paddle.Tensor.sigmoid_]() - -```python -paddle.Tensor.sigmoid_() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sign.md deleted file mode 100644 index dfda02114eb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sign.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.sign - -### [torch.Tensor.sign](https://pytorch.org/docs/stable/generated/torch.Tensor.sign) - -```python -torch.Tensor.sign() -``` - -### [paddle.Tensor.sign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sign-name-none) - -```python -paddle.Tensor.sign() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.signbit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.signbit.md deleted file mode 100644 index 1dfe7df4ce3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.signbit.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.Tensor.signbit - -### [torch.Tensor.signbit](https://pytorch.org/docs/stable/generated/torch.Tensor.signbit.html#torch-signbit) - -```python -torch.Tensor.signbit() -``` - -### [paddle.Tensor.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) - -```python -paddle.Tensor.signbit() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sin.md deleted file mode 100644 index 085dac59dc9..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sin.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.sin - -### [torch.Tensor.sin](https://pytorch.org/docs/stable/generated/torch.Tensor.sin) - -```python -torch.Tensor.sin() -``` - -### [paddle.Tensor.sin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sin-name-none) - -```python -paddle.Tensor.sin() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sin_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sin_.md deleted file mode 100644 index 0cdd5ebf829..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sin_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.sin_ - -### [torch.Tensor.sin_](https://pytorch.org/docs/stable/generated/torch.Tensor.sin_.html) - -```python -torch.Tensor.sin_() -``` - -### [paddle.Tensor.sin_]() - -```python -paddle.Tensor.sin_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinc.md deleted file mode 100644 index 6c9e65e623e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinc.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.sinc - -### [torch.Tensor.sinc](https://pytorch.org/docs/stable/generated/torch.Tensor.sinc.html#torch.Tensor.sinc) - -```python -torch.Tensor.sinc() -``` - -### [paddle.Tensor.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) - -```python -paddle.Tensor.sinc() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinc_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinc_.md deleted file mode 100644 index 7cfe264066f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinc_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.sinc_ - -### [torch.Tensor.sinc_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinc_.html#torch-tensor-sinc) - -```python -torch.Tensor.sinc_() -``` - -### [paddle.Tensor.sinc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc__cn.html#sinc) - -```python -paddle.Tensor.sinc_() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinh.md deleted file mode 100644 index e95b85647ff..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinh.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.sinh - -### [torch.Tensor.sinh](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh.html?highlight=torch+tensor+sinh#torch.Tensor.sinh) - -```python -torch.Tensor.sinh() -``` - -### [paddle.Tensor.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sinh-name-none) - -```python -paddle.Tensor.sinh() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinh_.md deleted file mode 100644 index 403d1349f05..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sinh_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.sinh_ - -### [torch.Tensor.sinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh_.html) - -```python -torch.Tensor.sinh_() -``` - -### [paddle.Tensor.sinh_]() - -```python -paddle.Tensor.sinh_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sparse_dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sparse_dim.md deleted file mode 100644 index 02e278aa899..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sparse_dim.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.sparse_dim - -### [torch.Tensor.sparse_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_dim.html#torch.Tensor.sparse_dim) - -```python -torch.Tensor.sparse_dim() -``` - -### [paddle.Tensor.sparse_dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) - -```python -paddle.Tensor.sparse_dim() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sparse_mask.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sparse_mask.md deleted file mode 100644 index c3850feed09..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sparse_mask.md +++ /dev/null @@ -1,32 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.sparse_mask - -### [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html) - -```python -torch.Tensor.sparse_mask(mask) -``` - -### [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html) - -```python -paddle.sparse.mask_as(x, mask, name=None) -``` - -两者功能一致,但调用方式不同,torch 通过 Tensor 类方法调用,而 paddle 是直接调用函数,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ---------- | ------------ | ------------------------------------ | -| - | x | 输入的 DenseTensor。 | -| mask | mask | 掩码逻辑的 mask,参数完全一致。 | - -### 转写示例 - -```python -# torch 调用 Tensor 类方法 -x.sparse_mask(mask) - -# paddle 直接调用函数 -paddle.sparse.mask_as(x, mask) -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sqrt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sqrt.md deleted file mode 100644 index c2edf8b7e01..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sqrt.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.sqrt - -### [torch.Tensor.sqrt](https://pytorch.org/docs/stable/generated/torch.sqrt.html) - -```python -torch.Tensor.sqrt() -``` - -### [paddle.Tensor.sqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sqrt-name-none) - -```python -paddle.Tensor.sqrt() -``` - -两者功能一致,无参数. diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sqrt_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sqrt_.md deleted file mode 100644 index 088c3891166..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sqrt_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.sqrt_ - -### [torch.Tensor.sqrt_](https://pytorch.org/docs/stable/generated/torch.Tensor.sqrt_.html?highlight=torch+tensor+sqrt_#torch.Tensor.sqrt_) - -```python -torch.Tensor.sqrt_() -``` - -### [paddle.Tensor.sqrt_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id18) - -```python -paddle.Tensor.sqrt_() -``` - -两者功能一致,无参数. diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.square.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.square.md deleted file mode 100644 index dcc1cda1753..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.square.md +++ /dev/null @@ -1,14 +0,0 @@ -## [ 无参数 ]torch.Tensor.square - -### [torch.Tensor.square](https://pytorch.org/docs/stable/generated/torch.Tensor.square.html#torch-tensor-square) - -```python -torch.Tensor.square() -``` - -### [paddle.Tensor.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#square-name-none) - -```python -paddle.Tensor.square() -``` -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.square_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.square_.md deleted file mode 100644 index 9ed562b75b8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.square_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.square_ - -### [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) - -```python -torch.Tensor.square_() -``` - -### [paddle.square_]() - -```python -paddle.square_(x) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.t.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.t.md deleted file mode 100644 index 01b83f5ed8e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.t.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.t - -### [torch.Tensor.t](https://pytorch.org/docs/stable/generated/torch.Tensor.t.html#torch.Tensor.t) - -```python -torch.Tensor.t() -``` - -### [paddle.Tensor.t](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#t-name-none) - -```python -paddle.Tensor.t() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.t_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.t_.md deleted file mode 100644 index d985f8d89a7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.t_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.t_ - -### [torch.Tensor.t_](https://pytorch.org/docs/stable/generated/torch.Tensor.t_.html#torch.Tensor.t_) - -```python -torch.Tensor.t_() -``` - -### [paddle.Tensor.t_]() - -```python -paddle.Tensor.t_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tan.md deleted file mode 100644 index ed6c896330a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tan.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.tan - -### [torch.Tensor.tan](https://pytorch.org/docs/stable/generated/torch.Tensor.tan.html#torch.Tensor.tan) - -```python -torch.Tensor.tan() -``` - -### [paddle.Tensor.tan]() - -```python -paddle.Tensor.tan() -``` - -两者功能一致,无参数. diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tan_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tan_.md deleted file mode 100644 index df73370cbc0..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tan_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.tan_ - -### [torch.Tensor.tan_](https://pytorch.org/docs/stable/generated/torch.Tensor.tan_.html) - -```python -torch.Tensor.tan_() -``` - -### [paddle.Tensor.tan_]() - -```python -paddle.Tensor.tan_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tanh.md deleted file mode 100644 index 514297cf873..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tanh.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.tanh - -### [torch.Tensor.tanh](https://pytorch.org/docs/stable/generated/torch.Tensor.tanh.html#torch.Tensor.tanh) - -```python -torch.Tensor.tanh() -``` - -### [paddle.Tensor.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tanh-name-none) - -```python -paddle.Tensor.tanh() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tanh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tanh_.md deleted file mode 100644 index 80bdd1e2223..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tanh_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.tanh_ - -### [torch.Tensor.tanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.tanh_.html#torch.Tensor.tanh_) - -```python -torch.Tensor.tanh_() -``` - -### [paddle.Tensor.tanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) - -```python -paddle.Tensor.tanh_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_dense.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_dense.md deleted file mode 100644 index 7513aebec9a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_dense.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.to_dense - -### [torch.Tensor.to_dense](https://pytorch.org/docs/stable/generated/torch.Tensor.to_dense.html#torch-tensor-to-dense) - -```python -torch.Tensor.to_dense() -``` - -### [paddle.Tensor.to_dense](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor/to_dense_en.html#to-dense) - -```python -paddle.Tensor.to_dense() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_sparse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_sparse.md deleted file mode 100644 index 570a344ed40..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_sparse.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.Tensor.to_sparse - -### [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse) - -```python -torch.Tensor.to_sparse(sparse_dim) -``` - -### [paddle.Tensor.to_sparse_coo]() - -```python -paddle.Tensor.to_sparse_coo(sparse_dim) -``` - -两者功能一致,参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ---------- | ------------ | ------------------------------------ | -| sparse_dim | sparse_dim | 在新的稀疏张量中包含的稀疏维度的数量 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tolist.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tolist.md deleted file mode 100644 index 616cced334e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tolist.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.tolist - -### [torch.Tensor.tolist](https://pytorch.org/docs/stable/generated/torch.Tensor.tolist.html#torch.Tensor.tolist) - -```python -torch.Tensor.tolist() -``` - -### [paddle.Tensor.tolist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tolist) - -```python -paddle.Tensor.tolist() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tril.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tril.md deleted file mode 100644 index 24faa39e517..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tril.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.tril - -### [torch.Tensor.tril](https://pytorch.org/docs/stable/generated/torch.Tensor.tril.html#torch.Tensor.tril) - -```python -torch.Tensor.tril(diagonal=0) -``` - -### [paddle.Tensor.tril]() - -```python -paddle.Tensor.tril(diagonal=0, name=None) -``` - -两者功能一致且参数用法一致。 - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------- | ------------ | -------------------------------- | -| diagonal | diagonal | 表示运算的对角线,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tril_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tril_.md deleted file mode 100644 index b1fb17346d9..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tril_.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.Tensor.tril_ - -### [torch.Tensor.tril_](https://pytorch.org/docs/stable/generated/torch.Tensor.tril_.html#torch.Tensor.tril_) - -```python -torch.Tensor.tril_(diagonal=0) -``` - -### [paddle.Tensor.tril_]() - -```python -paddle.Tensor.tril_(diagonal=0) -``` - -两者功能一致且参数用法一致。 - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------- | ------------ | -------------------------------- | -| diagonal | diagonal | 表示运算的对角线,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.triu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.triu.md deleted file mode 100644 index 654c518cd27..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.triu.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.triu - -### [torch.Tensor.triu](https://pytorch.org/docs/stable/generated/torch.Tensor.triu.html#torch.Tensor.triu) - -```python -torch.Tensor.triu(diagonal=0) -``` - -### [paddle.Tensor.triu]() - -```python -paddle.Tensor.triu(diagonal=0, name=None) -``` - -两者功能一致且参数用法一致。 - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------- | ------------ | -------------------------------- | -| diagonal | diagonal | 表示运算的对角线,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.triu_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.triu_.md deleted file mode 100644 index 301e7f3835f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.triu_.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.Tensor.triu_ - -### [torch.Tensor.triu_](https://pytorch.org/docs/stable/generated/torch.Tensor.triu_.html#torch.Tensor.triu_) - -```python -torch.Tensor.triu_(diagonal=0) -``` - -### [paddle.Tensor.triu_]() - -```python -paddle.Tensor.triu_(diagonal=0) -``` - -两者功能一致且参数用法一致。 - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------- | ------------ | -------------------------------- | -| diagonal | diagonal | 表示运算的对角线,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.trunc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.trunc.md deleted file mode 100644 index 978fa791f28..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.trunc.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.Tensor.trunc - -### [torch.Tensor.trunc](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc.html#torch.Tensor.trunc) - -```python -torch.Tensor.trunc() -``` - -### [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) - -```python -paddle.Tensor.trunc() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.trunc_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.trunc_.md deleted file mode 100644 index 18515e4fcf9..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.trunc_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.trunc_ - -### [torch.Tensor.trunc_](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc_.html) - -```python -torch.Tensor.trunc_() -``` - -### [paddle.Tensor.trunc_]() - -```python -paddle.Tensor.trunc_() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.values.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.values.md deleted file mode 100644 index 62ede0b8c36..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.values.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.values - -### [torch.Tensor.values](https://pytorch.org/docs/stable/generated/torch.Tensor.values.html?highlight=torch+tensor+values#torch.Tensor.values) - -```python -torch.Tensor.values() -``` - -### [paddle.Tensor.values](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/Overview_cn.html) - -```python -paddle.Tensor.values() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.view_as.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.view_as.md deleted file mode 100644 index fd26f41c301..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.view_as.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.Tensor.view_as - -### [torch.Tensor.view_as](https://pytorch.org/docs/stable/generated/torch.Tensor.view_as.html?highlight=view_as#torch.Tensor.view_as) - -```python -torch.Tensor.view_as(other) -``` - -### [paddle.Tensor.view_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#view-as-x-other-name-none) - -```python -paddle.Tensor.view_as(other, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ------------------------------ | -| other | other | 与返回 Tensor shape 相同的 Tensor | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.zero_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.zero_.md deleted file mode 100644 index f81e7186f05..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.zero_.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.Tensor.zero_ - -### [torch.Tensor.zero_](https://pytorch.org/docs/stable/generated/torch.Tensor.zero_.html#torch.Tensor.zero_) - -```python -torch.Tensor.zero_() -``` - -### [paddle.Tensor.zero_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#zero-x-name-none) - -```python -paddle.Tensor.zero_() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md diff --git 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docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedModel.post_init.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.post_init.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.logging.get_logger.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.logging.get_logger.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/.gitkeep b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/.gitkeep deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cda.StreamContext.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cda.StreamContext.md deleted file mode 100644 index 4d018ad0edd..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cda.StreamContext.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.cuda.StreamContext - -### [torch.cuda.StreamContext](https://pytorch.org/docs/stable/generated/torch.cuda.StreamContext.html#torch.cuda.StreamContext) - -```python -torch.cuda.StreamContext(stream) -``` - -### [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/stream_guard_cn.html#stream-guard) - -```python -paddle.device.stream_guard(stream) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------------|-------------------| ------------------------------------------------------ | -| stream | stream | 指定的 CUDA stream 。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.Event.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.Event.md deleted file mode 100644 index 305bd4a2287..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.Event.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.cuda.Event - -### [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event) - -```python -torch.cuda.Event(enable_timing=False, blocking=False, interprocess=False) -``` - -### [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html) - -```python -paddle.device.cuda.Event(enable_timing=False, blocking=False, interprocess=False) -``` - -功能一致,参数完全一致,具体如下: -### 参数映射 -| PyTorch | PaddlePaddle | 备注 | -|---------------|-------------------| ------------------------------------------------------ | -| enable_timing | enable_timing | 表示是否需要统计时间。默认值为 False。 | -| blocking | blocking | 表示 wait()函数是否被阻塞。默认值为 False。 | -| interprocess | interprocess | 表示是否能在进程间共享。默认值为 False。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.current_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.current_device.md deleted file mode 100644 index e7cdab8a44a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.current_device.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.cuda.current_device - -### [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) - -```python -torch.cuda.current_device() -``` - -### [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) - -```python -paddle.device.get_device() -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.device_count.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.device_count.md deleted file mode 100644 index e28ebe4d87e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.device_count.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.cuda.device_count - -### [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) - -```python -torch.cuda.device_count() -``` - -### [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) - -```python -paddle.device.cuda.device_count() -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.empty_cache.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.empty_cache.md deleted file mode 100644 index 4bb84891384..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.empty_cache.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.cuda.empty_cache - -### [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) - -```python -torch.cuda.empty_cache() -``` - -### [paddle.device.cuda.empty_cache](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/empty_cache_cn.html) - -```python -paddle.device.cuda.empty_cache() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_capability.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_capability.md deleted file mode 100644 index c680eec25de..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_capability.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.cuda.get_device_capability - -### [torch.cuda.get_device_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) - -```python -torch.cuda.get_device_capability(device=None) -``` - -### [paddle.device.cuda.get_device_capability](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_capability_cn.html) - -```python -paddle.device.cuda.get_device_capability(device=None) -``` - -功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- |---------------------| ------------------------------------------------------ | -| device | device | 表示希望获取计算能力的设备或者设备 ID。如果 device 为 None(默认),则为当前的设备。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_name.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_name.md deleted file mode 100644 index c19518ca448..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_name.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.cuda.get_device_name - -### [torch.cuda.get_device_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html) - -```python -torch.cuda.get_device_name(device=None) -``` - -### [paddle.device.cuda.get_device_name](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_name_cn.html) - -```python -paddle.device.cuda.get_device_name(device=None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------|-----------------------------------------------------------------------------------------------| -| device | device | torch 的 device 参数类型为 torch.device 或 int 或 str。paddle 的 device 为 paddle.CUDAPlace 或 int 或 str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_bf16_supported.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_bf16_supported.md deleted file mode 100644 index a543144f9c2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_bf16_supported.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.cuda.is_bf16_supported - -### [torch.cuda.is_bf16_supported](https://pytorch.org/docs/stable/cuda.html) - -```python -torch.cuda.is_bf16_supported() -``` - -### [paddle.amp.is_bfloat16_supported](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/is_bfloat16_supported_cn.html#is-bfloat16-supported) - -```python -paddle.amp.is_bfloat16_supported() -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_initialized.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_initialized.md deleted file mode 100644 index 818fb9e0d79..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_initialized.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.cuda.is_initialized - -### [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) - -```python -torch.cuda.is_initialized() -``` - -### [paddle.is_compiled_with_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) - -```python -paddle.is_compiled_with_cuda() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.manual_seed_all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.manual_seed_all.md deleted file mode 100644 index 2afb6757076..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.manual_seed_all.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.cuda.manual_seed_all - -### [torch.cuda.manual_seed_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) - -```python -torch.cuda.manual_seed_all(seed) -``` - -### [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) - -```python -paddle.seed(seed) -``` - -功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| seed | seed | 表示设置的的随机种子。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_allocated.md deleted file mode 100644 index 042b6adaea7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_allocated.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.cuda.max_memory_allocated - -### [torch.cuda.max_memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_allocated.html#torch.cuda.max_memory_allocated) - -```python -torch.cuda.max_memory_allocated(device) -``` - -### [paddle.device.cuda.max_memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_allocated_cn.html) - -```python -paddle.device.cuda.max_memory_allocated(device) -``` - -功能一致,参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ |-----------------------------------------------------------------------| -| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_reserved.md deleted file mode 100644 index d57c7be1907..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_reserved.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.cuda.max_memory_reserved - -### [torch.cuda.max_memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_reserved.html#torch.cuda.max_memory_reserved) - -```python -torch.cuda.max_memory_reserved(device) -``` - -### [paddle.device.cuda.max_memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_reserved_cn.html) - -```python -paddle.device.cuda.max_memory_reserved(device) -``` - -功能一致,参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ |-----------------------------------------------------------------------| -| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_allocated.md deleted file mode 100644 index ad8afff485d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_allocated.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.cuda.memory_allocated - -### [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) - -```python -torch.cuda.memory_allocated(device) -``` - -### [paddle.device.cuda.memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_allocated_cn.html) - -```python -paddle.device.cuda.memory_allocated(device) -``` - -功能一致,参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ |-----------------------------------------------------------------------| -| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_reserved.md deleted file mode 100644 index 90b20b29705..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_reserved.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.cuda.memory_reserved - -### [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) - -```python -torch.cuda.memory_reserved(device) -``` - -### [paddle.device.cuda.memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_reserved_cn.html) - -```python -paddle.device.cuda.memory_reserved(device) -``` - -功能一致,参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ |-----------------------------------------------------------------------| -| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.nvtx.range_pop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.nvtx.range_pop.md deleted file mode 100644 index 13fe539e65d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.nvtx.range_pop.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.cuda.nvtx.range_pop - -### [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop) - -```python -torch.cuda.nvtx.range_pop() -``` - -### [paddle.framework.core.nvprof_nvtx_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468) - -```python -paddle.framework.core.nvprof_nvtx_pop() -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_allocated.md deleted file mode 100644 index 866f20f2093..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_allocated.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.cuda.reset_max_memory_allocated - -### [torch.cuda.reset_max_memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated) - -```python -torch.cuda.reset_max_memory_allocated(device) -``` - -### [paddle.device.cuda.reset_max_memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html) - -```python -paddle.device.cuda.reset_max_memory_allocated(device) -``` - -功能不一致(Pytorch 通过调用 reset_peak_memory_stats 函数实现,重置所有 CUDA 内存分配器跟踪的峰值统计。PaddlePaddle 仅重置分配给 Tensor 的显存峰值统计),参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ |-----------------------------------------------------------------------| -| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_cached.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_cached.md deleted file mode 100644 index 40e39c7dc87..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_cached.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.cuda.reset_max_memory_cached - -### [torch.cuda.reset_max_memory_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached) - -```python -torch.cuda.reset_max_memory_cached(device) -``` - -### [paddle.device.cuda.reset_max_memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html) - -```python -paddle.device.cuda.reset_max_memory_reserved(device) -``` - -功能不一致(Pytorch 目前已弃用该函数。类似函数通过调用 reset_peak_memory_stats 函数实现,重置所有 CUDA 内存分配器跟踪的峰值统计。PaddlePaddle 仅重置由 Allocator 管理的显存峰值统计),参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ |-----------------------------------------------------------------------| -| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.set_stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.set_stream.md deleted file mode 100644 index c2ea18bae0a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.set_stream.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.cuda.set_stream - -### [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream) - -```python -torch.cuda.set_stream(stream) -``` - -### [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream) - -```python -paddle.device.set_stream(stream=None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ------------------- | -| stream | stream | 希望设置的 stream。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.stream.md deleted file mode 100644 index c1546b8116f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.stream.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.cuda.stream - -### [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) - -```python -torch.cuda.stream(stream) -``` - -### [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) - -```python -paddle.device.stream_guard(stream) -``` - -功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| stream | stream | 指定的 CUDA stream。如果为 None,则不进行 stream 流切换。Paddle 的该 API 目前仅支持动态图模式。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/.gitkeep b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/.gitkeep deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.batch_isend_irecv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.batch_isend_irecv.md deleted file mode 100644 index f466399ef61..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.batch_isend_irecv.md +++ /dev/null @@ -1,20 +0,0 @@ -## [参数完全一致]torch.distributed.batch_isend_irecv - -### [torch.distributed.batch_isend_irecv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.batch_isend_irecv) - -```python -torch.distributed.batch_isend_irecv(p2p_op_list) -``` - -### [paddle.distributed.batch_isend_irecv](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distributed/communication/batch_isend_irecv.py#L134) - -```python -paddle.distributed.batch_isend_irecv(p2p_op_list) -``` - -功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| p2p_op_list | p2p_op_list | p2p 操作列表。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.get_backend.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.get_backend.md deleted file mode 100644 index 18074098065..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.get_backend.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.distributed.get_backend - -### [torch.distributed.get_backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_backend) - -```python -torch.distributed.get_backend(group=None) -``` - -### [paddle.distributed.get_backend](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_backend_cn.html#get-backend) - -```python -paddle.distributed.get_backend(group=None) -``` - -其中功能一致, 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ---- | -| group | group | 指定的通信组。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.get_rank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.get_rank.md deleted file mode 100644 index 30d0a8782f4..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.get_rank.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.distributed.get_rank - -### [torch.distributed.get_rank](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_rank) - -```python -torch.distributed.get_rank(group=None) -``` - -### [paddle.distributed.get_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_rank_cn.html) - -```python -paddle.distributed.get_rank(group=None) -``` - -其中功能一致, 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -------- | -| group | group | 进程组。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.get_world_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.get_world_size.md deleted file mode 100644 index edf551e9cf7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.get_world_size.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.distributed.get_world_size - -### [torch.distributed.get_world_size](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_world_size) - -```python -torch.distributed.get_world_size(group=None) -``` - -### [paddle.distributed.get_world_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_world_size_cn.html) - -```python -paddle.distributed.get_world_size(group=None) -``` - -其中功能一致, 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -------- | -| group | group | 进程组。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_available.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_available.md deleted file mode 100644 index 8112fb6400c..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_available.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.distributed.is_available - -### [torch.distributed.is_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_available) - -```python -torch.distributed.is_available() -``` - -### [paddle.distributed.is_available](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/is_available_cn.html#cn-api-paddle-distributed-is-available) - -```python -paddle.distributed.is_available() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_initialized.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_initialized.md deleted file mode 100644 index 2a69704e9c2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_initialized.md +++ /dev/null @@ -1,24 +0,0 @@ -## [无参数]torch.distributed.is_initialized - -### [torch.distributed.is_initialized](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_initialized) - -```python -torch.distributed.is_initialized() -``` - -### [paddle.distributed.is_initialized](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/is_initialized_cn.html#is-initialized) - -```python -paddle.distributed.is_initialized() -``` - -两者功能一致,无参数。 - -### 转写示例 -```python -# PyTorch 写法 -torch.distributed.is_initialized() - -# Paddle 写法 -paddle.distributed.is_initialized() -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_nccl_available.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_nccl_available.md deleted file mode 100644 index f2bb6841402..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_nccl_available.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.distributed.is_nccl_available - -### [torch.distributed.is_nccl_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available) - -```python -torch.distributed.is_nccl_available() -``` - -### [paddle.core.is_compiled_with_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159) - -```python -paddle.core.is_compiled_with_nccl() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/.gitkeep b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/.gitkeep deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.constraints.Constraint.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.constraints.Constraint.md deleted file mode 100644 index 4a17f8e9275..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.constraints.Constraint.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.distributions.constraints.Constraint - -### [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints) - -```python -torch.distributions.constraints.Constraint() -``` - -### [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py) - -```python -paddle.distribution.constraint.Constraint() -``` - -两者功能一致,无参数,对象均使用 `check` 进行回调。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.log_prob.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.log_prob.md deleted file mode 100644 index 094249a594d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.log_prob.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ]torch.distributions.distribution.Distribution.log_prob - -### [torch.distributions.distribution.Distribution.log\_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob) - -```python -torch.distributions.distribution.Distribution.log_prob(value) -``` - -### [paddle.distribution.Distribution.log\_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value) - -```python -paddle.distribution.Distribution.log_prob(value) -``` - - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ------------ | -| value | value | 输入 Tensor。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.kl.kl_divergence.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.kl.kl_divergence.md deleted file mode 100644 index cfed77b7d36..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.kl.kl_divergence.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.distributions.kl.kl_divergence - -### [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence) - -```python -torch.distributions.kl.kl_divergence(p, q) -``` - -### [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html) - -```python -paddle.distribution.kl_divergence(p, q) -``` - -功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| p | p | 概率分布实例,继承于 Distribution 基类。| -| q | q | 概率分布实例,继承于 Distribution 基类。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/.gitkeep b/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/.gitkeep deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.smooth_l1_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.smooth_l1_loss.md deleted file mode 100644 index 8d1f48136dc..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.smooth_l1_loss.md +++ /dev/null @@ -1,102 +0,0 @@ -## [ 输入参数用法不一致 ]torch.nn.functional.smooth_l1_loss - -### [torch.nn.functional.smooth_l1_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.smooth_l1_loss.html) - -```python -torch.nn.functional.smooth_l1_loss(input, - target, - size_average=None, - reduce=None, - reduction='mean', - beta=1.0) -``` - -### [paddle.nn.functional.smooth_l1_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/smooth_l1_loss_cn.html#smooth-l1-loss) - -```python -paddle.nn.functional.smooth_l1_loss(input, - label, - reduction='mean', - delta=1.0, - is_huber=True, - name=None) -``` - -两者功能一致,但 Paddle 的 `delta` 和 PyTorch 的 `beta` 参数在公式中用法不一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| input | input | 输入 Tensor | -| target | label | 输入 Tensor 对应的标签,仅参数名不一致。 | -| size_average | - | 已弃用 | -| reduce | - | 已弃用 | -| reduction | reduction | 表示应用于输出结果的规约方式,可选值有:'none', 'mean', 'sum' | -| beta | delta | SmoothL1Loss 损失的阈值参数 | -| - | is_huber | 控制 huber_loss 与 smooth_l1_loss 的开关,Paddle 需设置为 False 。 | - -Torch 中 Smooth L1 loss 的计算方式: - -$$ -\ell(x, y) = \left [l_1, ..., l_N\ \right ]^T -$$ - -其中: - -$$ -l_n = \begin{cases} -0.5 (x_n - y_n)^2 / beta, & \text{if } |x_n - y_n| < beta \\ -|x_n - y_n| - 0.5 * beta, & \text{otherwise } -\end{cases} -$$ - -而 Paddle 中 Smooth L1 loss 的计算方式: - -$$ -loss(x,y) = \left [ z_1, ..., z_N \right ]^T -$$ - -其中: - -$$ -z_i = \begin{cases} - 0.5(x_i - y_i)^2 & {if |x_i - y_i| < delta} \\ - delta * |x_i - y_i| - 0.5 * delta^2 & {otherwise} - \end{cases} -$$ - -当 $is\_huber$ 参数为 True 时,Paddle 为 huber 损失。 -当 $is\_huber$ 参数为 False 时,PyTorch 和 Paddle 计算过程一致,均为 huber 损失除以 $delta$ 值。 - - -### 转写示例 - -#### size_average - - -```python -# PyTorch 的 size_average、 reduce 参数转为 Paddle 的 reduction 参数 -if size_average is None: - size_average = True -if reduce is None: - reduce = True -if size_average and reduce: - reduction = 'mean' -elif reduce: - reduction = 'sum' -else: - reduction = 'none' -``` - -#### beta -```python -# PyTorch 的 beta 参数转化为 delta 参数 -beta=0.8 - -# PyTorch 写法 -output = torch.nn.functional.smooth_l1_loss(input, label, beta=beta) - -# Paddle 写法 -output = paddle.nn.functional.smooth_l1_loss(input, label, delta=beta, is_huber=False) -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/init/.gitkeep b/docs/guides/model_convert/convert_from_pytorch/api_difference/init/.gitkeep deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/init/torch.nn.init.calculate_gain.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/init/torch.nn.init.calculate_gain.md deleted file mode 100644 index caf41fc41ca..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/init/torch.nn.init.calculate_gain.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ] torch.nn.init.calculate_gain - -### [torch.nn.init.calculate_gain](https://pytorch.org/docs/stable/nn.init.html?highlight=gain#torch.nn.init.calculate_gain) - -```python -torch.nn.init.calculate_gain(nonlinearity, param=None) -``` - -### [paddle.nn.initializer.calculate_gain](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/calculate_gain_cn.html) - -```python -paddle.nn.initializer.calculate_gain(nonlinearity, param=None) -``` - -两者参数和用法完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| nonlinearity | nonlinearity | 非线性激活函数的名称,两者参数和用法完全一致。 | -| param | param | 某些激活函数的参数,默认为 None,两者参数和用法完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.copysign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.copysign.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.copysign_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign_.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.copysign_.md rename to 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b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_align.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.roi_align.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_align.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.roi_pool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_pool.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.roi_pool.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_pool.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/.gitkeep b/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/.gitkeep deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.Tensor.data.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.Tensor.data.md deleted file mode 100644 index e3ff3be0ffa..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.Tensor.data.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.data - -### [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch-tensor) - -```python -torch.Tensor.data -``` - -### [paddle.Tensor.data](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#data) - -```python -paddle.Tensor.data -``` - -两者功能基本一致,有细微差异:torch 返回 Tensor 的 requres_grad 属性始终为 False,而 paddle 返回的 Tensor 的 stop_gradient 属性与之前一致。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveAvgPool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveAvgPool1d.md deleted file mode 100644 index 1497c4b143e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveAvgPool1d.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.nn.AdaptiveAvgPool1d - -### [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html) - -```python -torch.nn.AdaptiveAvgPool1d(output_size) -``` - -### [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d) - -```python -paddle.nn.AdaptiveAvgPool1D(output_size, name=None) -``` - -两者功能一致,参数完全一致。 - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| output_size | output_size | 表示输出 Tensor 的 size 。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.HuberLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.HuberLoss.md deleted file mode 100644 index 5d287e7f1f8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.HuberLoss.md +++ /dev/null @@ -1,22 +0,0 @@ -## [参数完全一致]torch.nn.HuberLoss - -### [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss) - -```python -torch.nn.HuberLoss(reduction='mean', delta=1.0) -``` - -### [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html) - -```python -paddle.nn.SmoothL1Loss(reduction='mean', delta=1.0, name=None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| --------- | ------------ | ------------------------------ | -| reduction | reduction | 指定应用于输出结果的计算方式。 | -| delta | delta | 损失的阈值参数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Identity.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Identity.md deleted file mode 100644 index 0a256b1ae27..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Identity.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.nn.Identity -### [torch.nn.Identity](https://pytorch.org/docs/stable/generated/torch.nn.Identity.html#identity) - -```python -torch.nn.Identity(*args, **kwargs) -``` - -### [paddle.nn.Identity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Identity_cn.html#cn-api-paddle-nn-layer-common-identity) - -```python -paddle.nn.Identity(*args, **kwargs) -``` - -两者功能一致,参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ---------- | ------------ | ------------------------------------ | -| args | args | 任意的参数 | -|kwargs | kwargs | 任意的关键字参数 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LogSigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LogSigmoid.md deleted file mode 100644 index 352776fe8fc..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LogSigmoid.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.nn.LogSigmoid - -### [torch.nn.LogSigmoid](https://pytorch.org/docs/stable/generated/torch.nn.LogSigmoid.html) - -```python -torch.nn.LogSigmoid(*args, **kwargs) -``` - -### [paddle.nn.LogSigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/LogSigmoid_cn.html#logsigmoid) - -```python -paddle.nn.LogSigmoid(name=None) -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.apply.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.apply.md deleted file mode 100644 index 41f5d621ceb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.apply.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.nn.Module.apply - -### [torch.nn.Module.apply](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+apply#torch.nn.Module.apply) - -```python -torch.nn.Module.apply(fn) -``` - -### [paddle.nn.Layer.apply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) - -```python -paddle.nn.Layer.apply(fn) -``` - -两者功能一致,参数完全一致。 - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----- | ---------- | ------------------------ | -| fn | fn | 表示应用于每个模块的函数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.children.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.children.md deleted file mode 100644 index 7ae406dcfd3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.children.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.nn.Module.children - -### [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children) - -```python -torch.nn.Module.children() -``` - -### [paddle.nn.Layer.children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#children) - -```python -paddle.nn.Layer.children() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.eval.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.eval.md deleted file mode 100644 index ee353d06b07..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.eval.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.nn.Module.eval - -### [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval) - -```python -torch.nn.Module.eval() -``` - -### [paddle.nn.Layer.eval](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#eval) - -```python -paddle.nn.Layer.eval() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.named_children.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.named_children.md deleted file mode 100644 index cdac50af2a8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.named_children.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.nn.Module.named_children - -### [torch.nn.Module.named_children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_children) - -```python -torch.nn.Module.named_children() -``` - -### [paddle.nn.Layer.named_children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-children) - -```python -paddle.nn.Layer.named_children() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.train.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.train.md deleted file mode 100644 index ef6d1e43cb3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.train.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.nn.Module.train - -### [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train) - -```python -torch.nn.Module.train() -``` - -### [paddle.nn.Layer.train](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#train) - -```python -paddle.nn.Layer.train() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Sigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Sigmoid.md deleted file mode 100644 index 77797d8079d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Sigmoid.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.nn.Sigmoid - -### [torch.nn.Sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Sigmoid.html) - -```python -torch.nn.Sigmoid(*args, **kwargs) -``` - -### [paddle.nn.Sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Sigmoid_cn.html#sigmoid) - -```python -paddle.nn.Sigmoid(name=None) -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softplus.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softplus.md deleted file mode 100644 index 217e96558cb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softplus.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ] torch.nn.Softplus - -### [torch.nn.Softplus](https://pytorch.org/docs/stable/generated/torch.nn.Softplus.html) - -```python -torch.nn.Softplus(beta=1, threshold=20) -``` - -### [paddle.nn.Softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Softplus_cn.html) - -```python -paddle.nn.Softplus(beta=1, threshold=20, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| beta | beta | Softplus 公式的 beta 值。 | -| threshold | threshold | 恢复线性公式的阈值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softsign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softsign.md deleted file mode 100644 index 633fc2daaf2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softsign.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.nn.Softsign - -### [torch.nn.Softsign](https://pytorch.org/docs/stable/generated/torch.nn.Softsign.html) - -```python -torch.nn.Softsign(*args, **kwargs) -``` - -### [paddle.nn.Softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Softsign_cn.html) - -```python -paddle.nn.Softsign(name=None) -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Tanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Tanh.md deleted file mode 100644 index 656a1323a5a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Tanh.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.nn.Tanh - -### [torch.nn.Tanh](https://pytorch.org/docs/stable/generated/torch.nn.Tanh.html) - -```python -torch.nn.Tanh(*args, **kwargs) -``` - -### [paddle.nn.Tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Tanh_cn.html) - -```python -paddle.nn.Tanh(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Tanhshrink.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Tanhshrink.md deleted file mode 100644 index 3bf82caac8e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Tanhshrink.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.nn.Tanhshrink - -### [torch.nn.Tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.Tanhshrink.html) - -```python -torch.nn.Tanhshrink(*args, **kwargs) -``` - -### [paddle.nn.Tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Tanhshrink_cn.html) - -```python -paddle.nn.Tanhshrink(name=None) -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TransformerDecoder.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TransformerDecoder.md deleted file mode 100644 index 1c255b44149..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TransformerDecoder.md +++ /dev/null @@ -1,23 +0,0 @@ -## [参数完全一致]torch.nn.TransformerDecoder - -### [torch.nn.TransformerDecoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoder.html#transformerdecoder) - -```python -torch.nn.TransformerDecoder(decoder_layer, num_layers, norm=None) -``` - -### [paddle.nn.TransformerDecoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoder_cn.html) - -```python -paddle.nn.TransformerDecoder(decoder_layer, num_layers, norm=None) -``` - -其中功能一致, 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------------------- | ------------- | ------------------------------------------ | -| decoder_layer | decoder_layer | TransformerDecoderLayer 的一个实例。 | -| num_layers | num_layers | TransformerDecoderLayer 层的叠加数量。 | -| norm | norm | 层标准化(Layer Normalization)。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TripletMarginWithDistanceLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TripletMarginWithDistanceLoss.md deleted file mode 100644 index 500386dd973..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TripletMarginWithDistanceLoss.md +++ /dev/null @@ -1,24 +0,0 @@ -## [ 参数完全一致 ] torch.nn.TripletMarginWithDistanceLoss - -### [torch.nn.TripletMarginWithDistanceLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginWithDistanceLoss.html) - -```python -torch.nn.TripletMarginWithDistanceLoss(*, distance_function=None, margin=1.0, swap=False, reduction='mean') -``` - -### [paddle.nn.TripletMarginWithDistanceLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/TripletMarginWithDistanceLoss_cn.html#tripletmarginwithdistanceloss) - -```python -paddle.nn.TripletMarginWithDistanceLoss(distance_function=None, margin: float = 1.0, swap: bool = False, reduction: str = 'mean', name: str = None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------------- | ------------ | ---------------------------------------------- | -| distance_function | distance_function | 手动指定范数,参数完全一致。 | -| margin | margin | 手动指定间距,参数完全一致。 | -| swap | swap | 默认为 False。 | -| reduction | reduction | 指定应用于输出结果的计算方式,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.utils.parameters_to_vector.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.utils.parameters_to_vector.md deleted file mode 100644 index 7b0caf0defe..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.utils.parameters_to_vector.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.nn.utils.parameters_to_vector - -### [torch.nn.utils.parameters_to_vector](https://pytorch.org/docs/stable/generated/torch.nn.utils.parameters_to_vector.html#torch-nn-utils-parameters-to-vector) - -```python -torch.nn.utils.parameters_to_vector(parameters) -``` - -### [paddle.nn.utils.parameters_to_vector](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/parameters_to_vector_cn.html#parameters-to-vector) - -```python -paddle.nn.utils.parameters_to_vector(parameters, name=None) -``` - -两者功能一致,参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------------- | ------------ | ------------------------------------------------------------- | -| parameters | parameters | 可迭代的多个 parameter。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.utils.vector_to_parameters.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.utils.vector_to_parameters.md deleted file mode 100644 index 1cd33ec4f70..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.utils.vector_to_parameters.md +++ /dev/null @@ -1,22 +0,0 @@ -## [ 参数完全一致 ]torch.nn.utils.vector_to_parameters - -### [torch.nn.utils.vector_to_parameters](https://pytorch.org/docs/stable/generated/torch.nn.utils.vector_to_parameters.html#torch-nn-utils-vector-to-parameters) - -```python -torch.nn.utils.vector_to_parameters(vec, parameters) -``` - -### [paddle.nn.utils.vector_to_parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/vector_to_parameters_cn.html#vector-to-parameters) - -```python -paddle.nn.utils.vector_to_parameters(vec, parameters, name=None) -``` - -两者功能一致,参数用法一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------------- | ------------ | ------------------------------------------------------------- | -| vec | vec | 一个 1-D Tensor,它将被切片并复制到输入参数(input parameters)中。 | -| parameters | parameters | 可迭代的多个 parameter。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.load_state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.load_state_dict.md deleted file mode 100644 index 26d0b119353..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.load_state_dict.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.optim.Optimizer.load_state_dict - -### [torch.optim.Optimizer.load_state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict) - -```python -torch.optim.Optimizer.load_state_dict(state_dict) -``` - -### [paddle.optimizer.Optimizer.load_state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) - -```python -paddle.optimizer.Optimizer.load_state_dict(state_dict) -``` - -两者功能一致,参数完全一致。 - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------- | ---------- | ---------------- | -| state_dict | state_dict | 表示优化器的状态。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.state_dict.md deleted file mode 100644 index 0f741b30cfa..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.state_dict.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.optim.Optimizer.state_dict - -### [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict) - -```python -torch.optim.Optimizer.state_dict() -``` - -### [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) - -```python -paddle.optimizer.Optimizer.state_dict() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/.gitkeep b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/.gitkeep deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.Function.forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.Function.forward.md deleted file mode 100644 index fa8722770de..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.Function.forward.md +++ /dev/null @@ -1,23 +0,0 @@ -## [参数完全一致]torch.autograd.Function.forward - -### [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward) - -```python -torch.autograd.Function.forward(ctx, *args, **kwargs) -``` - -### [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs) - -```python -paddle.autograd.PyLayer.forward(ctx, *args, **kwargs) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ------------------ | -| ctx | ctx | 上下文对象。 | -| args | args | 自定义算子的输入。 | -| kwargs | kwargs | 自定义算子的输入。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.enable_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.enable_grad.md deleted file mode 100644 index bf999c17e0f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.enable_grad.md +++ /dev/null @@ -1,13 +0,0 @@ -## [无参数]torch.autograd.enable_grad - -### [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad) - -```python -torch.autograd.enable_grad() -``` - -### [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) - -```python -paddle.enable_grad() -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.save_for_backward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.save_for_backward.md deleted file mode 100644 index c3f9850d67d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.save_for_backward.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.autograd.function.FunctionCtx.save_for_backward - -### [torch.autograd.function.FunctionCtx.save_for_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward) - -```python -torch.autograd.function.FunctionCtx.save_for_backward(*tensors) -``` - -### [paddle.autograd.PyLayerContext.save_for_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors) - -```python -paddle.autograd.PyLayerContext.save_for_backward(*tensors) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | --------------------- | -| tensors | tensors | 需要被暂存的 Tensor。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.set_materialize_grads.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.set_materialize_grads.md deleted file mode 100644 index 1f77d473b00..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.set_materialize_grads.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.autograd.function.FunctionCtx.set_materialize_grads - -### [torch.autograd.function.FunctionCtx.set_materialize_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads) - -```python -torch.autograd.function.FunctionCtx.set_materialize_grads(value) -``` - -### [paddle.autograd.PyLayerContext.set_materialize_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value) - -```python -paddle.autograd.PyLayerContext.set_materialize_grads(value) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -------------------------------------- | -| value | value | 是否要框架来初始化未初始化的反向梯度。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.grad_mode.set_grad_enabled.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.grad_mode.set_grad_enabled.md deleted file mode 100644 index dd08b9c4a48..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.grad_mode.set_grad_enabled.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.autograd.grad_mode.set_grad_enabled - -### [torch.autograd.grad_mode.set_grad_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled) - -```python -torch.autograd.grad_mode.set_grad_enabled(mode) -``` - -### [paddle.set_grad_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html) - -```python -paddle.set_grad_enabled(mode) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | ------------------------------------------- | -| mode | mode | 启用(True)或禁用(False)动态图梯度计算。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.graph.saved_tensors_hooks.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.graph.saved_tensors_hooks.md deleted file mode 100644 index f99ec0e50c4..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.graph.saved_tensors_hooks.md +++ /dev/null @@ -1,22 +0,0 @@ -## [参数完全一致]torch.autograd.graph.saved_tensors_hooks - -### [torch.autograd.graph.saved_tensors_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks) - -```python -torch.autograd.graph.saved_tensors_hooks(pack_hook, unpack_hook) -``` - -### [paddle.autograd.saved_tensors_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html) - -```python -paddle.autograd.saved_tensors_hooks(pack_hook, unpack_hook) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | ----------------------------------------------------------------------------------------- | -| pack_hook | pack_hook | 当某个算子的前向执行时,存在 Tensor 需要保留给反向计算梯度使用时, pack_hook 将会被调用。 | -| unpack_hook | unpack_hook | 当反向执行,需要用到前向保留的 Tensor 时, unpack_hook 会被调用。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.backends.cuda.is_built.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.backends.cuda.is_built.md deleted file mode 100644 index 7e6f6164066..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.backends.cuda.is_built.md +++ /dev/null @@ -1,14 +0,0 @@ -## [ 无参数 ]torch.backends.cuda.is_built - -### [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built) -```python -torch.backends.cuda.is_built() -``` - -### [paddle.device.is_compiled_with_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda) - -```python -paddle.device.is_compiled_with_cuda() -``` - -检测是否在 cuda 环境下编译安装包。无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.optim.Optimizer.add_param_group.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.optim.Optimizer.add_param_group.md deleted file mode 100644 index 28c7cefb01b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.optim.Optimizer.add_param_group.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.optim.Optimizer.add_param_group - -### [torch.optim.Optimizer.add_param_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group) - -```python -torch.optim.Optimizer.add_param_group(param_group) -``` - -### [paddle.optimizer.Optimizer._add_param_group]() - -```python -paddle.optimizer.Optimizer._add_param_group(param_group) -``` - -参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------ | ------------ | ------------------------------------------------------------------- | -| param_group | param_group | 被添加的参数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.ops.rms_norm.rms_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/flash_attn.ops.rms_norm.rms_norm.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.ops.rms_norm.rms_norm.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/flash_attn.ops.rms_norm.rms_norm.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.BoolTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.BoolTensor.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.BoolTensor.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.BoolTensor.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.ByteTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.ByteTensor.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.ByteTensor.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.ByteTensor.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.DoubleTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.DoubleTensor.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.DoubleTensor.md rename to 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a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedModel.generate.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedModel.generate.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedModel.generate.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedModel.generate.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedTokenizer.encode.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedTokenizer.encode.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedTokenizer.encode.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedTokenizer.encode.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.acos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.acos.md deleted file mode 100644 index 9183c98ff4f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.acos.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.acos - -### [torch.Tensor.acos](https://pytorch.org/docs/stable/generated/torch.Tensor.acos.html) - -```python -torch.Tensor.acos() -``` - -### [paddle.Tensor.acos]() - -```python -paddle.Tensor.acos() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.asin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.asin.md deleted file mode 100644 index 20c6a94936b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.asin.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ] torch.Tensor.asin - -### [torch.Tensor.asin](https://pytorch.org/docs/stable/generated/torch.Tensor.asin.html) - -```python -torch.Tensor.asin() -``` - -### [paddle.Tensor.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#asin-name-none) - -```python -paddle.Tensor.asin(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.atan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.atan.md deleted file mode 100644 index d39ae73f879..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.atan.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.Tensor.atan - -### [torch.Tensor.atan](https://pytorch.org/docs/stable/generated/torch.Tensor.atan.html) - -```python -torch.Tensor.atan() -``` - -### [paddle.Tensor.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#atan-name-none) - -```python -paddle.Tensor.atan(name=None) -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.__version__.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.__version__.md deleted file mode 100644 index f77ba98decb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.__version__.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.__version__ - -### [torch.__version__]() - -```python -torch.__version__ -``` - -### [paddle.__version__]() - -```python -paddle.__version__ -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.__version__.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.__version__.split.md deleted file mode 100644 index 06828a8a269..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.__version__.split.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch._\_version__.split - -### [torch._\_version__.split]() - -```python -torch.__version__.split(sep=None, maxsplit=-1) -``` - -### [paddle._\_version__.split]() - -```python -paddle.__version__.split(sep=None, maxsplit=-1) -``` - -两者功能一致,参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -|---------|--------------| -------------------------------------------------- | -| sep | sep | 分割字符串的分隔符。 | -| max | max | 分割操作的最大次数 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.autograd.function.FunctionCtx.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.autograd.function.FunctionCtx.md deleted file mode 100644 index 6d99d734f1b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.autograd.function.FunctionCtx.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.autograd.function.FunctionCtx - -### [torch.autograd.function.FunctionCtx]() - -```python -torch.autograd.function.FunctionCtx -``` - -### [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) - -```python -paddle.autograd.PyLayerContext -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.backends.cudnn.version.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.backends.cudnn.version.md deleted file mode 100644 index cec6db09f14..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.backends.cudnn.version.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.backends.cudnn.version - -### [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html) - -```python -torch.backends.cudnn.version() -``` - -### [paddle.device.get\_cudnn\_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version) - -```python -paddle.device.get_cudnn_version() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bfloat16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bfloat16.md deleted file mode 100644 index f310a1d223b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bfloat16.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.bfloat16 - -### [torch.bfloat16](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.bfloat16 -``` - -### [paddle.bfloat16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L31) - -```python -paddle.bfloat16 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'bfloat16'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bool.md deleted file mode 100644 index c654b813430..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bool.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.bool - -### [torch.bool](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.bool -``` - -### [paddle.bool](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L36) - -```python -paddle.bool -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'bool'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.complex128.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.complex128.md deleted file mode 100644 index c4ce5df296a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.complex128.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.complex128 - -### [torch.complex128](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.complex128 -``` - -### [paddle.complex128](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L34) - -```python -paddle.complex128 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'complex128'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.complex64.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.complex64.md deleted file mode 100644 index 24fb4b3b9f0..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.complex64.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.complex64 - -### [torch.complex64](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.complex64 -``` - -### [paddle.complex64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L33) - -```python -paddle.complex64 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'complex64'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cpu.current_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cpu.current_device.md deleted file mode 100644 index 98e4f5c29c4..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cpu.current_device.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.cpu.current_device - -### [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html) - -```python -torch.cpu.current_device() -``` - -### [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) - -```python -paddle.get_device() -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.diag_embed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.diag_embed.md deleted file mode 100644 index b0e965174af..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.diag_embed.md +++ /dev/null @@ -1,24 +0,0 @@ -## [ 参数完全一致 ] torch.diag_embed - -### [torch.diag_embed](https://pytorch.org/docs/stable/generated/torch.diag_embed.html) - -```python -torch.diag_embed(input, offset=0, dim1=-2, dim2=-1) -``` - -### [paddle.diag_embed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/diag_embed_cn.html) - -```python -paddle.diag_embed(input, offset=0, dim1=- 2, dim2=- 1) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | ----------------------------------------------------------------------------------------- | -| input | input | 输入变量,至少为 1D 数组,支持数据类型为 float32、float64、int32、int64。 | -| offset | offset | 从指定的二维平面中获取对角线的位置,默认值为 0,即主对角线。 | -| dim1 | dim1 | 填充对角线的二维平面的第一维,默认值为 -2。 | -| dim2 | dim2 | 填充对角线的二维平面的第二维,默认值为 -1。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.MAX.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.MAX.md deleted file mode 100644 index 514964ddb35..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.MAX.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.distributed.ReduceOp.MAX - -### [torch.distributed.ReduceOp.MAX](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) - -```python -torch.distributed.ReduceOp.MAX -``` - -### [paddle.distributed.ReduceOp.MAX](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) - -```python -paddle.distributed.ReduceOp.MAX -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.MIN.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.MIN.md deleted file mode 100644 index 826a39a8d10..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.MIN.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.distributed.ReduceOp.MIN - -### [torch.distributed.ReduceOp.MIN](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) - -```python -torch.distributed.ReduceOp.MIN -``` - -### [paddle.distributed.ReduceOp.MIN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) - -```python -paddle.distributed.ReduceOp.MIN -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.PRODUCT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.PRODUCT.md deleted file mode 100644 index db9ec75ecf0..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.PRODUCT.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.distributed.ReduceOp.PRODUCT - -### [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) - -```python -torch.distributed.ReduceOp.PRODUCT -``` - -### [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) - -```python -paddle.distributed.ReduceOp.PROD -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.SUM.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.SUM.md deleted file mode 100644 index 8abdf62b256..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.SUM.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.distributed.ReduceOp.SUM - -### [torch.distributed.ReduceOp.SUM](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) - -```python -torch.distributed.ReduceOp.SUM -``` - -### [paddle.distributed.ReduceOp.SUM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) - -```python -paddle.distributed.ReduceOp.SUM -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.e.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.e.md deleted file mode 100644 index e20f4ce3cfb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.e.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.e - -### [torch.e](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) - -```python -torch.e -``` - -### [paddle.e](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L787) - -```python -paddle.e -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.einsum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.einsum.md deleted file mode 100644 index 480e89f5e8c..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.einsum.md +++ /dev/null @@ -1,22 +0,0 @@ -## [参数完全一致]torch.einsum - -### [torch.einsum](https://pytorch.org/docs/stable/generated/torch.einsum.html#torch.einsum) - -```python -torch.einsum(equation, *operands) -``` - -### [paddle.einsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/einsum_cn.html) - -```python -paddle.einsum(equation, *operands) -``` - -其中功能一致, 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------- | ------------ | ---------- | -| equation | equation | 求和标记。 | -| operands | operands | 输入张量。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.enable_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.enable_grad.md deleted file mode 100644 index 14b280cd5f8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.enable_grad.md +++ /dev/null @@ -1,12 +0,0 @@ -## [ 无参数 ]torch.enable_grad -### [torch.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html?highlight=enable_grad#torch.enable_grad) - -```python -torch.enable_grad() -``` - -### [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) - -```python -paddle.enable_grad() -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float16.md deleted file mode 100644 index 96810d8a09b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float16.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.float16 - -### [torch.float16](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.float16 -``` - -### [paddle.float16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L30) - -```python -paddle.float16 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'float16'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float32.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float32.md deleted file mode 100644 index 86aa1eff76d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float32.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.float32 - -### [torch.float32](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.float32 -``` - -### [paddle.float32](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L28) - -```python -paddle.float32 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'float32'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float64.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float64.md deleted file mode 100644 index 00f6460ee1a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float64.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.float64 - -### [torch.float64](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.float64 -``` - -### [paddle.float64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L29) - -```python -paddle.float64 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'float64'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.ge.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.ge.md deleted file mode 100644 index 93d168e2fe5..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.ge.md +++ /dev/null @@ -1,34 +0,0 @@ -## [ 参数完全一致 ]torch.ge - -### [torch.ge](https://pytorch.org/docs/stable/generated/torch.ge.html) - -```python -torch.ge(input, other, *, out) -``` - -### [paddle.greater\_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_equal_cn.html#greater-equal) - -```python -paddle.greater_equal(x, y) -``` - -PyTorch 相比 Paddle 支持更多其他参数,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | --------------------------- | -| input | x | 输入 Tensor,仅参数名不一致。 | -| other | y | 输入 Tensor,仅参数名不一致。 | -| out | - | 表示输出的 Tensor ,Paddle 无此参数,需要转写。 | - -### 转写示例 - -#### out 参数:指定输出 -``` python -# PyTorch 写法: -torch.ge(x, y, out=out) - -# Paddle 写法: -paddle.assign(paddle.greater_equal(x, y), out) -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_default_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_default_device.md deleted file mode 100644 index 757a680e1c9..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_default_device.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.get_default_device - -### [torch.get_default_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device) - -```python -torch.get_default_device() -``` - -### [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) - -```python -paddle.device.get_device() -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_default_dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_default_dtype.md deleted file mode 100644 index 69a87deeceb..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_default_dtype.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.get_default_dtype - -### [torch.get_default_dtype](https://pytorch.org/docs/stable/generated/torch.get_default_dtype.html#torch-get-default-dtype) - -```python -torch.get_default_dtype() -``` - -### [paddle.get_default_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/get_default_dtype_cn.html#get-default-dtype) - -```python -paddle.get_default_dtype() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.iinfo.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.iinfo.md deleted file mode 100644 index 64dc415e48f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.iinfo.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.iinfo - -### [torch.iinfo](https://pytorch.org/docs/stable/type_info.html#torch-iinfo) - -```python -torch.iinfo(type) -``` - -### [paddle.iinfo](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/iinfo_cn.html) - -```python -paddle.iinfo(dtype) -``` - -paddle 参数和 torch 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------- | ------------ | -------------------------------- | -| type | dtype | 输入的数据类型,仅参数名不一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.inf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.inf.md deleted file mode 100644 index fcdebcc2c94..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.inf.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.inf - -### [torch.inf](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) - -```python -torch.inf -``` - -### [paddle.inf](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L784) - -```python -paddle.inf -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int16.md deleted file mode 100644 index ec6593936aa..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int16.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.int16 - -### [torch.int16](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.int16 -``` - -### [paddle.int16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L24) - -```python -paddle.int16 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'int16'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int32.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int32.md deleted file mode 100644 index c32c77826e7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int32.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.int32 - -### [torch.int32](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.int32 -``` - -### [paddle.int32](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L25) - -```python -paddle.int32 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'int32'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int64.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int64.md deleted file mode 100644 index bba9a6c101e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int64.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.int64 - -### [torch.int64](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.int64 -``` - -### [paddle.int64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L26) - -```python -paddle.int64 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'int64'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int8.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int8.md deleted file mode 100644 index 814cb2da216..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.int8.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.int8 - -### [torch.int8](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.int8 -``` - -### [paddle.int8](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L23) - -```python -paddle.int8 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'int8'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.is_grad_enabled.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.is_grad_enabled.md deleted file mode 100644 index 2ecf914b558..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.is_grad_enabled.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.is_grad_enabled - -### [torch.is_grad_enabled](https://pytorch.org/docs/stable/generated/torch.is_grad_enabled.html?highlight=torch+is_grad_enabled#torch.is_grad_enabled) - -```python -torch.is_grad_enabled() -``` - -### [paddle.is_grad_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_grad_enabled_cn.html#is-grad-enabled) - -```python -paddle.is_grad_enabled() -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.is_inference.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.is_inference.md deleted file mode 100644 index 575f9939c89..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.is_inference.md +++ /dev/null @@ -1,25 +0,0 @@ -## [ 无参数 ]torch.is_inference - -### [torch.is_inference]() - -```python -torch.is_inference(input) -``` - -### [paddle.Tensor.stop_gradient]() - -```python -paddle.Tensor.stop_gradient -``` - -两者功能一致,无参数。 `is_inference` 会强制关闭梯度记录。并且不能在中途设置梯度,而 `stop_gradient` 仅为停止计算该算子梯度,可在中途重新设为 `True` ,`Paddle` 为近似实现。 - -### 转写示例 - -```python -# PyTorch 写法 -torch.is_inference(x) - -# Paddle 写法 -x.stop_gradient -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.manual_seed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.manual_seed.md deleted file mode 100644 index 2d81cba98bc..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.manual_seed.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.manual_seed - -### [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) - -```python -torch.manual_seed(seed) -``` - -### [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) - -```python -paddle.seed(seed) -``` - -两者参数和用法完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| seed | seed | 要设置的的随机种子,两者参数和用法完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nan.md deleted file mode 100644 index f3c0dc04507..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nan.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.nan - -### [torch.nan](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) - -```python -torch.nan -``` - -### [paddle.nan](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L785) - -```python -paddle.nan -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.newaxis.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.newaxis.md deleted file mode 100644 index b72e992aa90..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.newaxis.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.newaxis - -### [torch.newaxis](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1814) - -```python -torch.newaxis - -``` - -### [paddle.newaxis](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L783) - -```python -paddle.newaxis -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.numel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.numel.md deleted file mode 100644 index 48870a16b1e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.numel.md +++ /dev/null @@ -1,23 +0,0 @@ -## [ 无参数 ]torch.numel -### [torch.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel) - -```python -torch.numel(input) -``` - -### [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/guides/beginner/tensor_cn.html#tensor-shape) - -```python -paddle.Tensor.size -``` - -两者功能一致,均无参数。 - -### 转写示例 -```python -# PyTorch 写法 -torch.numel(x) - -# Paddle 写法 -x.size -``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.pi.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.pi.md deleted file mode 100644 index c378839ba68..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.pi.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.pi - -### [torch.pi](https://github.com/pytorch/pytorch) - -```python -torch.pi -``` - -### [paddle.pi](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L786) - -```python -paddle.pi -``` - -功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_default_dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_default_dtype.md deleted file mode 100644 index 69e92944b56..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_default_dtype.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.set_default_dtype - -### [torch.set_default_dtype](https://pytorch.org/docs/stable/generated/torch.set_default_dtype.html) - -```python -torch.set_default_dtype(d) -``` - -### [paddle.set_default_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html) - -```python -paddle.set_default_dtype(d) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | ----------------------------------------------------------------------------------------- | -| d | d | 全局默认数据类型,torch 支持 float32 和 float64,paddle 支持 bfloat16、float16、float32 和 float64。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.t.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.t.md deleted file mode 100644 index 7adc9490d58..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.t.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] torch.t - -### [torch.t](https://pytorch.org/docs/stable/generated/torch.t.html) - -```python -torch.t(input) -``` - -### [paddle.t](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/t_cn.html) - -```python -paddle.t(input, name=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | --------------------------- | -| input | input | 要转置的矩阵,维度不大于 2。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.unit8.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.unit8.md deleted file mode 100644 index f535ce0ac84..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.unit8.md +++ /dev/null @@ -1,16 +0,0 @@ -## [ 无参数 ]torch.uint8 - -### [torch.uint8](https://github.com/pytorch/pytorch/tree/main/torch) - -```python -torch.uint8 -``` - -### [paddle.uint8](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L22) - -```python -paddle.uint8 -``` - -两者功能一致,无参数。 -注:该 API 也可直接转写为字符串形式:'uint8'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.utils.data.SequentialSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.utils.data.SequentialSampler.md deleted file mode 100644 index 59c6da3785d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.utils.data.SequentialSampler.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ]torch.utils.data.SequentialSampler - -### [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html) - -```python -torch.utils.data.SequentialSampler(data_source) -``` - -### [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler) - -```python -paddle.io.SequenceSampler(data_source) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | -- | -| data_source | data_source | Dataset 或 IterableDataset 的一个子类实例或实现了 `__len__` 的 Python 对象。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.layers.ColumnParallelLinear.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.ColumnParallelLinear.md similarity index 100% rename from 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b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.PretrainedConfig.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PretrainedConfig.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.PretrainedConfig.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.clip_grad_norm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.clip_grad_norm_.md deleted file mode 100644 index c36f2598667..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.clip_grad_norm_.md +++ /dev/null @@ -1,31 +0,0 @@ -## [ 参数完全一致 ]torch.nn.utils.clip_grad_norm_ -### [torch.nn.utils.clip_grad_norm_](https://pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_norm_.html?highlight=clip_grad_norm_#torch.nn.utils.clip_grad_norm_) - -```python -torch.nn.utils.clip_grad_norm_(parameters, - max_norm, - norm_type=2.0, - error_if_nonfinite=False, - foreach=None) -``` - -### [paddle.nn.utils.clip_grad_norm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_norm__cn.html) - -```python -paddle.nn.utils.clip_grad_norm_(parameters, - max_norm, - norm_type=2.0, - error_if_nonfinite=False) -``` - -paddle 参数和 torch 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | -------------------------------------- | -| parameters | parameters | 需要参与梯度裁剪的一个 Tensor 或者多个 Tensor。 | -| max_norm | max_norm | 梯度的最大范数。 | -| norm_type | norm_type | 所用 p-范数类型。可以是无穷范数的`inf`。 | -| error_if_nonfinite | error_if_nonfinite | 如果为 True,且如果来自:attr:parameters`的梯度的总范数为`nan、inf`或-inf`,则抛出错误。 | -| foreach | - | 是否使用优化器的 foreach 实现。Paddle 无此参数,一般对网络训练结果影响不大,可直接删除 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.clip_grad_value_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.clip_grad_value_.md deleted file mode 100644 index 6b73fa219c8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.clip_grad_value_.md +++ /dev/null @@ -1,25 +0,0 @@ -## [ 参数完全一致 ]torch.nn.utils.clip_grad_value_ -### [torch.nn.utils.clip_grad_value_](https://pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_value_.html?highlight=clip_grad_value_#torch.nn.utils.clip_grad_value_) - -```python -torch.nn.utils.clip_grad_value_(parameters, - clip_value, - foreach=None) -``` - -### [paddle.nn.utils.clip_grad_value_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_value__cn.html) - -```python -paddle.nn.utils.clip_grad_value_(parameters, - clip_value) -``` - -paddle 参数和 torch 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | -------------------------------------- | -| parameters | parameters | 需要参与梯度裁剪的一个 Tensor 或者多个 Tensor。 | -| clip_value | clip_value | 裁剪的指定值(非负数)。 | -| foreach | - | 是否使用优化器的 foreach 实现。Paddle 无此参数,一般对网络训练结果影响不大,可直接删除 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.BuildExtension.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.BuildExtension.md deleted file mode 100644 index f73da7b8aab..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.BuildExtension.md +++ /dev/null @@ -1,20 +0,0 @@ -## [ 参数完全一致 ]torch.utils.cpp_extension.BuildExtension -### [torch.utils.cpp_extension.BuildExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=cpp_extension#torch.utils.cpp_extension.BuildExtension) - -```python -torch.utils.cpp_extension.BuildExtension(*args, **kwargs) -``` - -### [paddle.utils.cpp_extension.BuildExtension]() - -```python -paddle.utils.cpp_extension.BuildExtension(*args, **kwargs) -``` - -参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -|*args | *args | 用于指定 BuildExtension 的其他参数,支持的参数与 setuptools.command.build_ext 一致。 | -| **kwargs | **kwargs | 用于指定 BuildExtension 的其他参数,支持的参数与 setuptools.command.build_ext 一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.BuildExtension.with_options.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.BuildExtension.with_options.md deleted file mode 100644 index 326d360a0af..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.BuildExtension.with_options.md +++ /dev/null @@ -1,18 +0,0 @@ -## [ 参数完全一致 ]torch.utils.cpp_extension.BuildExtension.with_options -### [torch.utils.cpp_extension.BuildExtension.with_options]() -```python -torch.utils.cpp_extension.BuildExtension.with_options(**options) -``` - -### [paddle.utils.cpp_extension.BuildExtension.with_options]() - -```python -paddle.utils.cpp_extension.BuildExtension.with_options(**options) -``` - -参数完全一致,具体如下: -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ | ------------------------------------------------------ | -| **options | **options | 用户自定义的选项 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.CUDA_HOME.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.CUDA_HOME.md deleted file mode 100644 index 53411dc9e2c..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.CUDA_HOME.md +++ /dev/null @@ -1,14 +0,0 @@ -## [ 无参数 ]torch.utils.cpp_extension.CUDA_HOME -### [torch.utils.cpp_extension.CUDA_HOME]() - -```python -torch.utils.cpp_extension.CUDA_HOME -``` - -### [paddle.utils.cpp_extension.cpp_extension.CUDA_HOME]() - -```python -paddle.utils.cpp_extension.cpp_extension.CUDA_HOME -``` - -无参数,查找本地 cuda 的安装路径。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ChainDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ChainDataset.md deleted file mode 100644 index ad8d382c43d..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ChainDataset.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.utils.data.ChainDataset - -### [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset) - -```python -torch.utils.data.ChainDataset(datasets) -``` - -### [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html) - -```python -paddle.io.ChainDataset(datasets) -``` - -paddle 参数和 torch 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | ------------------------------------- | -| datasets | datasets | 待级联的多个数据集 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ConcatDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ConcatDataset.md deleted file mode 100644 index 49f30b92891..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ConcatDataset.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.utils.data.ConcatDataset - -### [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset) - -```python -torch.utils.data.ConcatDataset(datasets) -``` - -### [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html) - -```python -paddle.io.ConcatDataset(datasets) -``` - -paddle 参数和 torch 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| -------- | ------------ | ------------------ | -| datasets | datasets | 待拼接的数据集序列 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Dataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Dataset.md deleted file mode 100644 index 6b0ae08c8b3..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Dataset.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torch.utils.data.Dataset - -### [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) - -```python -torch.utils.data.Dataset() -``` - -### [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) - -```python -paddle.io.Dataset() -``` - -功能一致,参数完全一致 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.IterableDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.IterableDataset.md deleted file mode 100644 index c0f7894e9c2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.IterableDataset.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.utils.data.IterableDataset - -### [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset) - -```python -torch.utils.data.IterableDataset() -``` - -### [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset) - -```python -paddle.io.IterableDataset() -``` - -无参数,二者都为可迭代数据集的基类。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.RandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.RandomSampler.md deleted file mode 100644 index 36902daceb2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.RandomSampler.md +++ /dev/null @@ -1,24 +0,0 @@ -## [ 参数完全一致 ] torch.utils.data.RandomSampler - -### [torch.utils.data.RandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.RandomSampler) - -```python -torch.utils.data.RandomSampler(data_source, replacement=False, num_samples=None, generator=None) -``` - -### [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler) - -```python -paddle.io.RandomSampler(data_source, replacement=False, num_samples=None, generator=None) -``` - -两者参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | -------------------------------------------------------------------- | -| data_source | data_source | Dataset 或 IterableDataset 的一个子类实例或实现了 `__len__` 的 Python 对象。 | -| replacement | replacement | 如果为 False 则会采样整个数据集。 | -| num_samples | num_samples | 按此参数采集对应的样本数。 | -| generator | generator | 指定采样 data_source 的采样器。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Sampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Sampler.md deleted file mode 100644 index bdb5019b13f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Sampler.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]torch.utils.data.Sampler - -### [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler) - -```python -torch.utils.data.Sampler(data_source) -``` - -### [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html) - -```python -paddle.io.Sampler(data_source) -``` - -paddle 参数和 torch 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | -------------------------------------- | -| data_source | data_source | Dataset 或者 IterableDataset 的子类实现。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Subset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Subset.md deleted file mode 100644 index 3290a99b5f0..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Subset.md +++ /dev/null @@ -1,22 +0,0 @@ -## [参数完全一致]torch.utils.data.Subset - -### [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset) - -```python -torch.utils.data.Subset(dataset, indices) -``` - -### [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html) - -```python -paddle.io.Subset(dataset, indices) -``` - -paddle 参数和 torch 参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ---------- | ----------- | ------------------------------------- | -| dataset | dataset | 原数据集 | -| indices | indices | 用于提取子集的原数据集合指标数组 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.WeightedRandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.WeightedRandomSampler.md deleted file mode 100644 index b64daa8a6ef..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.WeightedRandomSampler.md +++ /dev/null @@ -1,29 +0,0 @@ -## [参数完全一致] torch.utils.data.WeightedRandomSampler - -### [torch.utils.data.WeightedRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.WeightedRandomSampler) - -```python -torch.utils.data.WeightedRandomSampler(weights, - num_samples, - replacement=True, - generator=None) -``` - -### [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler) - -```python -paddle.io.WeightedRandomSampler(weights, - num_samples, - replacement=True) -``` - -两者参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ----------- | ------------ | -------------------------------------------------------------------- | -| weights | weights | 权重序列,需要时 numpy 数组, paddle.Tensor, list 或者 tuple 类型。 | -| num_samples | num_samples | 采样样本数。 | -| replacement | replacement | 是否采用有放回的采样。 | -| generator | - | Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.get_worker_info.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.get_worker_info.md deleted file mode 100644 index 14c581f12cf..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.get_worker_info.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]torch.utils.data.get_worker_info - -### [torch.utils.data.get_worker_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info) - -```python -torch.utils.data.get_worker_info() -``` - -### [paddle.io.get_worker_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info) - -```python -paddle.io.get_worker_info() -``` - -两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.random_split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.random_split.md deleted file mode 100644 index 9baa9243a7b..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.random_split.md +++ /dev/null @@ -1,26 +0,0 @@ -## [ 参数完全一致 ]torch.utils.data.random_split -### [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split) - -```python -torch.utils.data.random_split(dataset, - lengths, - generator=) -``` - -### [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html) - -```python -paddle.io.random_split(dataset, - lengths, - generator=None) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| PyTorch | PaddlePaddle | 备注 | -| ------------- | ------------ |---------------------------------------------------------------------| -| dataset | dataset | 表示可迭代数据集。 | -| lengths | lengths | 可为子集合长度列表,列表总和为原数组长度。也可为子集合所占比例列表,列表总和为 1.0。 | -| generator | generator | 指定采样 data_source 的采样器。默认值为 None。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md deleted file mode 100644 index b982129fcae..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]fairscale.nn.model_parallel.initialize.get_model_parallel_rank - -### [fairscale.nn.model_parallel.initialize.get_model_parallel_rank](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L155) - -```python -fairscale.nn.model_parallel.initialize.get_model_parallel_rank() -``` - -### [paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP.get_model_parallel_rank](https://github.com/PaddlePaddle/Paddle/blob/ddac1b431483ddc0f1ee600e799aa31fc0a75961/python/paddle/distributed/fleet/base/topology.py#L463) - -```python -paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP.get_model_parallel_rank() -``` - -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md deleted file mode 100644 index 54eed9f239c..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md +++ /dev/null @@ -1,14 +0,0 @@ -## [无参数]fairscale.nn.model_parallel.initialize.get_model_parallel_world_size - -### [fairscale.nn.model_parallel.initialize.get_model_parallel_world_size](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L150) - -```python -fairscale.nn.model_parallel.initialize.get_model_parallel_world_size() -``` - -### [paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP._mp_degree](https://github.com/PaddlePaddle/Paddle/blob/ddac1b431483ddc0f1ee600e799aa31fc0a75961/python/paddle/distributed/fleet/base/topology.py#L185) - -```python -paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP._mp_degree -``` -两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.__version__.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.__version__.split.md deleted file mode 100644 index a6b9feee8f1..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.__version__.split.md +++ /dev/null @@ -1,21 +0,0 @@ -## [ 参数完全一致 ] flash_attn._\_version__.split - -### [flash_attn._\_version__.split](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/__init__.py) - -```python -flash_attn.__version__.split(sep=None, maxsplit=-1) -``` - -### [paddle._\_version__.split](https://github.com/PaddlePaddle/Paddle/tree/develop) - -```python -paddle.__version__.split(sep=None, maxsplit=-1) -``` - -两者功能一致,参数完全一致,具体如下: -### 参数映射 - -| flash_attn | PaddlePaddle | 备注 | -|---------|--------------| -------------------------------------------------- | -| sep | sep | 分割字符串的分隔符。 | -| max | max | 分割操作的最大次数 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.RoIPool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.RoIPool.md deleted file mode 100644 index 4cf4d5b1a2e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.RoIPool.md +++ /dev/null @@ -1,22 +0,0 @@ -## [参数完全一致]torchvision.ops.RoIPool - -### [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html) - -```python -torchvision.ops.RoIPool(output_size: None, spatial_scale: float) -``` - -### [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html) - -```python -paddle.vision.ops.RoIPool(output_size, spatial_scale=1.0) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| ------------------------------------- | ------------------ | -------- | -| output_size | output_size | 池化后输出的尺寸。| -| spatial_scale | spatial_scale | 空间比例因子。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transform.functional.pad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transform.functional.pad.md deleted file mode 100644 index 4c54f6111f7..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transform.functional.pad.md +++ /dev/null @@ -1,34 +0,0 @@ -## [参数完全一致]torchvision.transforms.functional.pad - -### [torchvision.transforms.functional.pad](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.pad.html) - -```python -torchvision.transforms.functional.pad( - img: Union[PIL.Image.Image, torch.Tensor], - padding: Union[int, List[int], Tuple[int, ...]], - fill: Union[int, List[int], Tuple[int, ...]] = 0, - padding_mode: Literal['constant', 'edge', 'reflect', 'symmetric'] = 'constant' -) -``` - -### [paddle.vision.transforms.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/pad_cn.html) - -```python -paddle.vision.transforms.pad( - img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], - padding: Union[int, List[int], Tuple[int, ...]], - fill: Union[int, List[int], Tuple[int, ...]] = 0, - padding_mode: Literal['constant', 'edge', 'reflect', 'symmetric'] = 'constant' -) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle| 备注 | -| ---------------- | ---------------------------------------------------- | ------------------------------------------------------------ | -| img | img | 被填充的图像。| -| padding | padding | 在图像边界上进行填充的范围。 | -| fill | fill | 用于填充的像素值。 | -| padding_mode | padding_mode | 填充模式。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.Compose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.Compose.md deleted file mode 100644 index 9f7673db411..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.Compose.md +++ /dev/null @@ -1,25 +0,0 @@ -## [参数完全一致]torchvision.transforms.Compose - -### [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html) - -```python -torchvision.transforms.Compose( - transforms: List[Transform] -) -``` - -### [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html) - -```python -paddle.vision.transforms.Compose( - transforms: Union[List[Transform], Tuple[Transform, ...]] -) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| ------------------- | ------------------------ | ---------------------------------------- | -| transforms | transforms | 用于组合的数据预处理接口实例列表。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BICUBIC.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BICUBIC.md deleted file mode 100644 index 98ca3ce29a2..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BICUBIC.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torchvision.transforms.InterpolationMode.BICUBIC - -### [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) - -```python -torchvision.transforms.InterpolationMode.BICUBIC -``` - -### ['bicubic']() - -```python -'bicubic' -``` - -枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BILINEAR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BILINEAR.md deleted file mode 100644 index ee2ae73a4a9..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BILINEAR.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torchvision.transforms.InterpolationMode.BILINEAR - -### [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) - -```python -torchvision.transforms.InterpolationMode.BILINEAR -``` - -### ['bilinear']() - -```python -'bilinear' -``` - -枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BOX.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BOX.md deleted file mode 100644 index 808f1c2e5b1..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BOX.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torchvision.transforms.InterpolationMode.BOX - -### [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) - -```python -torchvision.transforms.InterpolationMode.BOX -``` - -### ['box']() - -```python -'box' -``` - -枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.HAMMING.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.HAMMING.md deleted file mode 100644 index c29b69cf3bf..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.HAMMING.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torchvision.transforms.InterpolationMode.HAMMING - -### [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) - -```python -torchvision.transforms.InterpolationMode.HAMMING -``` - -### ['hamming']() - -```python -'hamming' -``` - -枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.LANCZOS.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.LANCZOS.md deleted file mode 100644 index 4551de8acd5..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.LANCZOS.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torchvision.transforms.InterpolationMode.LANCZOS - -### [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) - -```python -torchvision.transforms.InterpolationMode.LANCZOS -``` - -### ['lanczos']() - -```python -'lanczos' -``` - -枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST.md deleted file mode 100644 index 437300f96f8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torchvision.transforms.InterpolationMode.NEAREST - -### [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) - -```python -torchvision.transforms.InterpolationMode.NEAREST -``` - -### ['nearest']() - -```python -'nearest' -``` - -枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md deleted file mode 100644 index f9525451642..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md +++ /dev/null @@ -1,15 +0,0 @@ -## [ 无参数 ]torchvision.transforms.InterpolationMode.NEAREST_EXACT - -### [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) - -```python -torchvision.transforms.InterpolationMode.NEAREST_EXACT -``` - -### ['nearest_exact']() - -```python -'nearest_exact' -``` - -枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_brightness.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_brightness.md deleted file mode 100644 index 1e6ab740237..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_brightness.md +++ /dev/null @@ -1,25 +0,0 @@ -## [参数完全一致]torchvision.transforms.functional.adjust_brightness - -### [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html) - -```python -torchvision.transforms.functional.adjust_brightness(img: Tensor, brightness_factor: float) -``` - -### [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html) - -```python -paddle.vision.transforms.adjust_brightness( - img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], - brightness_factor: float -) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| --------------------- | ----------------- | --------------------- | -| img | img | 输入的图像。 | -| brightness_factor | brightness_factor | 调整亮度的因子。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_contrast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_contrast.md deleted file mode 100644 index 4ef4ae27a8f..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_contrast.md +++ /dev/null @@ -1,25 +0,0 @@ -## [参数完全一致]torchvision.transforms.functional.adjust_contrast - -### [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html) - -```python -torchvision.transforms.functional.adjust_contrast(img: Tensor, contrast_factor: float) -``` - -### [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html) - -```python -paddle.vision.transforms.adjust_contrast( - img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], - contrast_factor: float -) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| --------------------- | ----------------- | ---------------------------------------- | -| img | img | 输入的图像。 | -| contrast_factor | contrast_factor | 调整对比度的因子。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_hue.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_hue.md deleted file mode 100644 index af252951a0e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_hue.md +++ /dev/null @@ -1,25 +0,0 @@ -## [参数完全一致]torchvision.transforms.functional.adjust_hue - -### [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html) - -```python -torchvision.transforms.functional.adjust_hue(img: Tensor, hue_factor: float) -``` - -### [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html) - -```python -paddle.vision.transforms.adjust_hue( - img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], - hue_factor: float -) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| --------------------- | ----------------- | ---------------------------------------- | -| img | img | 输入的图像。 | -| hue_factor | hue_factor | 调整色调的因子。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.center_crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.center_crop.md deleted file mode 100644 index 2545d161741..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.center_crop.md +++ /dev/null @@ -1,25 +0,0 @@ -## [参数完全一致]torchvision.transforms.functional.center_crop - -### [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html) - -```python -torchvision.transforms.functional.center_crop(img: Tensor, output_size: List[int]) -``` - -### [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html) - -```python -paddle.vision.transforms.center_crop( - img: Union[PIL.Image.Image, paddle.Tensor, np.ndarray], - output_size: List[int] -) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| ------------- | ------------- | ---------------- | -| img | img | 输入图片。 | -| output_size | output_size | 输出尺寸。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.crop.md deleted file mode 100644 index 68073261a5e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.crop.md +++ /dev/null @@ -1,37 +0,0 @@ -## [参数完全一致]torchvision.transforms.functional.crop - -### [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html) - -```python -torchvision.transforms.functional.crop( - img: Union[PIL.Image.Image, torch.Tensor], - top: int, - left: int, - height: int, - width: int -) -``` - -### [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html) - -```python -paddle.vision.transforms.crop( - img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], - top: int, - left: int, - height: int, - width: int -) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| ----------- | ------------ | ---------------------------- | -| img | img | 输入图片。 | -| top | top | 要裁剪的矩形框左上方的坐标点的垂直方向的值。 | -| left | left | 要裁剪的矩形框左上方的坐标点的水平方向的值。 | -| height | height | 要裁剪的矩形框的高度值。 | -| width | width | 要裁剪的矩形框的宽度值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.erase.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.erase.md deleted file mode 100644 index 120ab0d51ea..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.erase.md +++ /dev/null @@ -1,43 +0,0 @@ -## [参数完全一致]torchvision.transforms.functional.erase - -### [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase) - -```python -torchvision.transforms.functional.erase( - img: Tensor, - i: int, - j: int, - h: int, - w: int, - v: Tensor, - inplace: bool = False -) -``` - -### [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html) - -```python -paddle.vision.transforms.erase( - img: Union[paddle.Tensor, np.ndarray, PIL.Image.Image], - i: int, - j: int, - h: int, - w: int, - v: Union[paddle.Tensor, np.ndarray], - inplace: bool = False -) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| ----------- | --------------- | ------------------------------------------------------------ | -| img | img | 输入图片。 | -| i | i | 擦除区域左上角的纵坐标。 | -| j | j | 擦除区域左上角的横坐标。 | -| h | h | 擦除区域的高度。 | -| w | w | 擦除区域的宽度。 | -| v | v | 替换擦除区域中像素的值。 | -| inplace | inplace | 是否进行原地操作。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.hflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.hflip.md deleted file mode 100644 index b8487dc9338..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.hflip.md +++ /dev/null @@ -1,25 +0,0 @@ -## [参数完全一致]torchvision.transforms.functional.hflip - -### [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html) - -```python -torchvision.transforms.functional.hflip( - img: Union[PIL.Image.Image, torch.Tensor] -) -``` - -### [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html) - -```python -paddle.vision.transforms.hflip( - img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor] -) -``` - -两者功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| ----------- | ------------ | ----------- | -| img | img | 输入图像。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.to_grayscale.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.to_grayscale.md deleted file mode 100644 index 92707f7a989..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.to_grayscale.md +++ /dev/null @@ -1,26 +0,0 @@ -## [参数完全一致]torchvision.transforms.functional.to_grayscale - -### [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale) - -```python -torchvision.transforms.functional.to_grayscale(img: PIL.Image.Image, - num_output_channels: int = 1) -``` - -### [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale) - -```python -paddle.vision.transforms.to_grayscale( - img: Union[PIL.Image.Image, np.ndarray], - num_output_channels: int = 1 -) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -|-------------------------- |------------------- |-------------------------- | -| img | img | 输入图像。 | -| num_output_channels | num_output_channels | 输出图像的通道数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.vflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.vflip.md deleted file mode 100644 index bd0ec35f60a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.vflip.md +++ /dev/null @@ -1,25 +0,0 @@ -## [参数完全一致] torchvision.transforms.functional.vflip - -### [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html) - -```python -torchvision.transforms.functional.vflip( - img: Union[PIL.Image.Image, torch.Tensor] -) -``` - -### [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html) - -```python -paddle.vision.transforms.vflip( - img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor] -) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| torchvision | PaddlePaddle | 备注 | -| ----------- | --------------- | --------- | -| img | img | 输入图像。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedTokenizer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedTokenizer.md deleted file mode 100644 index cd59dfb578a..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedTokenizer.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]transformers.PreTrainedTokenizer - -### [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) - -```python -transformers.PreTrainedTokenizer(**kwargs) -``` - -### [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) - -```python -paddlenlp.transformers.PretrainedTokenizer(**kwargs) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| transformers | PaddlePaddle | 备注 | -| ------------ | ------------ | ---------------------- | -| kwargs | kwargs | 预训练分词器的输入,具体用法尚未分析。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.generation.LogitsProcessorList.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.generation.LogitsProcessorList.md deleted file mode 100644 index 9b280e43ab8..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.generation.LogitsProcessorList.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]transformers.generation.LogitsProcessorList - -### [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList) - -```python -transformers.generation.LogitsProcessorList() -``` - -### [paddlenlp.generation.LogitsProcessorList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/bloom/processor.py#L24) - -```python -paddlenlp.generation.LogitsProcessorList() -``` - -虚基类,用于被继承。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.generation.utils.GenerateOutput.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.generation.utils.GenerateOutput.md deleted file mode 100644 index 166a6dd18ee..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.generation.utils.GenerateOutput.md +++ /dev/null @@ -1,15 +0,0 @@ -## [无参数]transformers.generation.utils.GenerateOutput - -### [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) - -```python -transformers.generation.utils.GenerateOutput() -``` - -### [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) - -```python -paddlenlp.transformers.model_outputs.BaseModelOutput() -``` - -两者功能一致且无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.modeling_outputs.BaseModelOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.modeling_outputs.BaseModelOutputWithPast.md deleted file mode 100644 index a3e0523b24e..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.modeling_outputs.BaseModelOutputWithPast.md +++ /dev/null @@ -1,25 +0,0 @@ -## [参数完全一致]transformers.modeling_outputs.BaseModelOutputWithPast - -### [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) - -```python -transformers.modeling_outputs.BaseModelOutputWithPast(last_hidden_state: FloatTensor = None, past_key_values: Optional = None, hidden_states: Optional = None, attentions: Optional = None) -``` - -### [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) - -```python -paddlenlp.transformers.model_outputs.BaseModelOutputWithPast(last_hidden_state: paddle.Tensor = None, past_key_values: Optional[Tuple[Tuple[paddle.Tensor]]] = None, hidden_states: Optional[Tuple[paddle.Tensor]] = None, attentions: Optional[Tuple[paddle.Tensor]] = None) -``` - - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| transformers | PaddlePaddle | 备注 | -| ----------------- | ----------------------------------------------------- | ------------------------------------------------------- | -| last_hidden_state | last_hidden_state | 最后一个隐藏状态。默认值为 None。 | -| past_key_values | past_key_values | 过去的键值对。默认值为 None。 | -| hidden_states | hidden_states | 隐藏状态。默认值为 None。 | -| attentions | attentions | 注意力权重。默认值为 None。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.modeling_outputs.CausalLMOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.modeling_outputs.CausalLMOutputWithPast.md deleted file mode 100644 index f0704ade977..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.modeling_outputs.CausalLMOutputWithPast.md +++ /dev/null @@ -1,24 +0,0 @@ -## [参数完全一致]transformers.modeling_outputs.CausalLMOutputWithPast - -### [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) - -```python -transformers.modeling_outputs.CausalLMOutputWithPast(loss: Optional = None, logits: FloatTensor = None, past_key_values: Optional = None, hidden_states: Optional = None, attentions: Optional = None) -``` - -### [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) - -```python -paddlenlp.transformers.model_outputs.CausalLMOutputWithPast(loss: Optional[paddle.Tensor] = None, logits: paddle.Tensor = None, past_key_values: Optional[Tuple[Tuple[paddle.Tensor]]] = None, hidden_states: Optional[Tuple[paddle.Tensor]] = None, attentions: Optional[Tuple[paddle.Tensor]] = None) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 -| transformers | PaddlePaddle | 备注 | -|-------------------|-------------------------------------------------------|---------------------------------------------------------| -| loss | loss | 损失值。默认值为 None。 | -| logits | logits | 模型输出的 logits。默认值为 None。 | -| past_key_values | past_key_values | 过去的键值对。默认值为 None。 | -| hidden_states | hidden_states | 隐藏状态。默认值为 None。 | -| attentions | attentions | 注意力权重。默认值为 None。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.utils.add_start_docstrings_to_model_forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.utils.add_start_docstrings_to_model_forward.md deleted file mode 100644 index 75772b1b196..00000000000 --- a/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.utils.add_start_docstrings_to_model_forward.md +++ /dev/null @@ -1,21 +0,0 @@ -## [参数完全一致]transformers.utils.add_start_docstrings_to_model_forward - -### [transformers.utils.add_start_docstrings_to_model_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45) - -```python -transformers.utils.add_start_docstrings_to_model_forward(*docstr) -``` - -### [paddlenlp.trainer.utils.add_start_docstrings_to_model_forward](https://github.com/PaddlePaddle/PaddleNLP/blob/8fd74f0b74cdae12e74518b9dbbb8f6c6219c338/paddlenlp/trainer/utils/doc.py#L27) - -```python -paddlenlp.trainer.utils.add_start_docstrings_to_model_forward(*docstr) -``` - -功能一致,参数完全一致,具体如下: - -### 参数映射 - -| transformers | PaddlePaddle | 备注 | -| ------------ | ------------ | ---------------------- | -| docstr | docstr | 输入的文档字符串。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md index 95846cd2d3e..7dd8bc82e15 100644 --- a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md +++ b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md @@ -518,102 +518,102 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_) | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clamp_.md) | -| 2 | [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) | paddle.Tensor.cols | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.col_indices.md) | -| 3 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.conj_physical.md) | -| 4 | [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) | paddle.Tensor.crows | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.crow_indices.md) | -| 5 | [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.det.md) | -| 6 | [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html) | [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.device.md) | -| 7 | [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) | paddle.erf_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erf_.md) | -| 8 | [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) | paddle.expm1_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.expm1_.md) | -| 9 | [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix) | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix.md) | -| 10 | [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) | paddle.Tensor.trunc_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix_.md) | -| 11 | [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.matrix_exp.md) | -| 12 | [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html) | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.movedim.md) | -| 13 | [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma.md) | -| 14 | [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multigammaln__cn.html#multigammaln) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma_.md) | -| 15 | [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative) | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative.md) | -| 16 | [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) | paddle.Tensor.neg_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative_.md) | -| 17 | [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.positive.md) | -| 18 | [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html) | [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.retain_grad.md) | -| 19 | [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html) | [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sparse_mask.md) | -| 20 | [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) | paddle.square_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.square_.md) | -| 21 | [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse) | paddle.Tensor.to_sparse_coo | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_sparse.md) | -| 22 | [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward) | [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.Function.forward.md) | -| 23 | [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad) | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.enable_grad.md) | -| 24 | torch.autograd.function.FunctionCtx | [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.autograd.function.FunctionCtx.md) | -| 25 | [torch.autograd.function.FunctionCtx.save\_for\_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward) | [paddle.autograd.PyLayerContext.save\_for\_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.save_for_backward.md) | -| 26 | [torch.autograd.function.FunctionCtx.set\_materialize\_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads) | [paddle.autograd.PyLayerContext.set\_materialize\_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.set_materialize_grads.md) | -| 27 | [torch.autograd.grad\_mode.set\_grad\_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled) | [paddle.set\_grad\_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.grad_mode.set_grad_enabled.md) | -| 28 | [torch.autograd.graph.saved\_tensors\_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks) | [paddle.autograd.saved\_tensors\_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.graph.saved_tensors_hooks.md) | -| 29 | [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built) | [paddle.device.is\_compiled\_with\_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.backends.cuda.is_built.md) | -| 30 | [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html) | [paddle.device.get\_cudnn\_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.backends.cudnn.version.md) | -| 31 | [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html) | [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cpu.current_device.md) | -| 32 | [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event) | [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.Event.md) | +| 1 | [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_) | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | - | +| 2 | [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) | paddle.Tensor.cols | - | +| 3 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) | - | +| 4 | [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) | paddle.Tensor.crows | - | +| 5 | [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | - | +| 6 | [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html) | [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place) | - | +| 7 | [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) | paddle.erf_ | - | +| 8 | [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) | paddle.expm1_ | - | +| 9 | [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix) | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | - | +| 10 | [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) | paddle.Tensor.trunc_ | - | +| 11 | [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | - | +| 12 | [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html) | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | - | +| 13 | [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | - | +| 14 | [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multigammaln__cn.html#multigammaln) | - | +| 15 | [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative) | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) | - | +| 16 | [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) | paddle.Tensor.neg_ | - | +| 17 | [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | - | +| 18 | [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html) | [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle) | - | +| 19 | [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html) | [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html) | - | +| 20 | [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) | paddle.square_ | - | +| 21 | [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse) | paddle.Tensor.to_sparse_coo | - | +| 22 | [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward) | [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs) | - | +| 23 | [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad) | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | - | +| 24 | torch.autograd.function.FunctionCtx | [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) | - | +| 25 | [torch.autograd.function.FunctionCtx.save\_for\_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward) | [paddle.autograd.PyLayerContext.save\_for\_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors) | - | +| 26 | [torch.autograd.function.FunctionCtx.set\_materialize\_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads) | [paddle.autograd.PyLayerContext.set\_materialize\_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value) | - | +| 27 | [torch.autograd.grad\_mode.set\_grad\_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled) | [paddle.set\_grad\_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html) | - | +| 28 | [torch.autograd.graph.saved\_tensors\_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks) | [paddle.autograd.saved\_tensors\_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html) | - | +| 29 | [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built) | [paddle.device.is\_compiled\_with\_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda) | - | +| 30 | [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html) | [paddle.device.get\_cudnn\_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version) | - | +| 31 | [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html) | [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | - | +| 32 | [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event) | [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html) | - | | 33 | [torch.cuda.StreamContext](https://pytorch.org/docs/stable/generated/torch.cuda.StreamContext.html#torch.cuda.StreamContext) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/stream_guard_cn.html#stream-guard) | - | -| 34 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.current_device.md) | -| 35 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.device_count.md) | -| 36 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | [paddle.device.cuda.empty_cache](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/empty_cache_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.empty_cache.md) | -| 37 | [torch.cuda.get\_device\_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | [paddle.device.cuda.get\_device\_capability](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_capability_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_capability.md) | -| 38 | [torch.cuda.get\_device\_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html) | [paddle.device.cuda.get\_device\_name](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_name_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_name.md) | -| 39 | [torch.cuda.is\_bf16\_supported](https://pytorch.org/docs/stable/cuda.html) | [paddle.amp.is\_bfloat16\_supported](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/is_bfloat16_supported_cn.html#is-bfloat16-supported) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_bf16_supported.md) | -| 40 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | [paddle.is\_compiled\_with\_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_initialized.md) | -| 41 | [torch.cuda.manual\_seed\_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.manual_seed_all.md) | -| 42 | [torch.cuda.max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_allocated.html#torch.cuda.max_memory_allocated) | [paddle.device.cuda.max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_allocated_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_allocated.md) | -| 43 | [torch.cuda.max\_memory\_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_reserved.html#torch.cuda.max_memory_reserved) | [paddle.device.cuda.max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_reserved_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_reserved.md) | -| 44 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | [paddle.device.cuda.memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_allocated_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_allocated.md) | -| 45 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | [paddle.device.cuda.memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_reserved_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_reserved.md) | -| 46 | [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop) | [paddle.framework.core.nvprof\_nvtx\_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.nvtx.range_pop.md) | -| 47 | [torch.cuda.reset\_max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated) | [paddle.device.cuda.reset\_max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_allocated.md) | -| 48 | [torch.cuda.reset\_max\_memory\_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached) | [paddle.device.cuda.reset\_max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_cached.md) | -| 49 | [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream) | [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.set_stream.md) | -| 50 | [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.stream.md) | -| 51 | [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.PRODUCT.md) | -| 52 | [torch.distributed.is\_nccl\_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available) | [paddle.core.is\_compiled\_with\_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_nccl_available.md) | -| 53 | [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints) | [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.constraints.Constraint.md) | -| 54 | [torch.distributions.distribution.Distribution.log_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob) | [paddle.distribution.Distribution.log_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.log_prob.md) | -| 55 | [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence) | [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.kl.kl_divergence.md) | -| 56 | [torch.get\_default\_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_default_device.md) | -| 57 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.manual_seed.md) | -| 58 | [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html) | [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveAvgPool1d.md) | -| 59 | [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.HuberLoss.md) | -| 60 | [torch.nn.Module.apply](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+apply#torch.nn.Module.apply) | [paddle.nn.Layer.apply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.apply.md) | -| 61 | [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children) | [paddle.nn.Layer.children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#children) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.children.md) | -| 62 | [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval) | [paddle.nn.Layer.eval](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#eval) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.eval.md) | -| 63 | [torch.nn.Module.named_children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_children) | [paddle.nn.Layer.named_children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-children) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.named_children.md) | -| 64 | [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train) | [paddle.nn.Layer.train](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#train) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.train.md) | -| 65 | [torch.optim.Optimizer.add\_param\_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group) | paddle.optimizer.Optimizer._add_param_group | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.optim.Optimizer.add_param_group.md) | -| 66 | [torch.optim.Optimizer.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict) | [paddle.optimizer.Optimizer.load\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.load_state_dict.md) | -| 67 | [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict) | [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.state_dict.md) | -| 68 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.cpp_extension.CUDA_HOME | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.CUDA_HOME.md) | -| 69 | [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset) | [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ChainDataset.md) | -| 70 | [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset) | [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ConcatDataset.md) | -| 71 | [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) | [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Dataset.md) | -| 72 | [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset) | [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.IterableDataset.md) | -| 73 | [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler) | [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Sampler.md) | -| 74 | [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html) | [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.utils.data.SequentialSampler.md) | -| 75 | [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset) | [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Subset.md) | -| 76 | [torch.utils.data.get\_worker\_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info) | [paddle.io.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.get_worker_info.md) | -| 77 | [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split) | [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.random_split.md) | -| 78 | [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html) | [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.RoIPool.md) | -| 79 | [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html) | [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.Compose.md) | -| 80 | [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) | 'bicubic' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BICUBIC.md) | -| 81 | [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) | 'bilinear' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BILINEAR.md) | -| 82 | [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) | 'box' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BOX.md) | -| 83 | [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) | 'hamming' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.HAMMING.md) | -| 84 | [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) | 'lanczos' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.LANCZOS.md) | -| 85 | [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) | 'nearest' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST.md) | -| 86 | [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) | 'nearest_exact' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md) | -| 87 | [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html) | [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_brightness.md) | -| 88 | [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html) | [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_contrast.md) | -| 89 | [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html) | [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_hue.md) | -| 90 | [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html) | [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.center_crop.md) | -| 91 | [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html) | [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.crop.md) | -| 92 | [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase) | [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.erase.md) | -| 93 | [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html) | [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.hflip.md) | +| 34 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | - | +| 35 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | - | +| 36 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | [paddle.device.cuda.empty_cache](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/empty_cache_cn.html) | - | +| 37 | [torch.cuda.get\_device\_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | [paddle.device.cuda.get\_device\_capability](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_capability_cn.html) | - | +| 38 | [torch.cuda.get\_device\_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html) | [paddle.device.cuda.get\_device\_name](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_name_cn.html) | - | +| 39 | [torch.cuda.is\_bf16\_supported](https://pytorch.org/docs/stable/cuda.html) | [paddle.amp.is\_bfloat16\_supported](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/is_bfloat16_supported_cn.html#is-bfloat16-supported) | - | +| 40 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | [paddle.is\_compiled\_with\_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) | - | +| 41 | [torch.cuda.manual\_seed\_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) | - | +| 42 | [torch.cuda.max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_allocated.html#torch.cuda.max_memory_allocated) | [paddle.device.cuda.max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_allocated_cn.html) | - | +| 43 | [torch.cuda.max\_memory\_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_reserved.html#torch.cuda.max_memory_reserved) | [paddle.device.cuda.max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_reserved_cn.html) | - | +| 44 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | [paddle.device.cuda.memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_allocated_cn.html) | - | +| 45 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | [paddle.device.cuda.memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_reserved_cn.html) | - | +| 46 | [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop) | [paddle.framework.core.nvprof\_nvtx\_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468) | - | +| 47 | [torch.cuda.reset\_max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated) | [paddle.device.cuda.reset\_max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html) | - | +| 48 | [torch.cuda.reset\_max\_memory\_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached) | [paddle.device.cuda.reset\_max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html) | - | +| 49 | [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream) | [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream) | - | +| 50 | [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) | - | +| 51 | [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | - | +| 52 | [torch.distributed.is\_nccl\_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available) | [paddle.core.is\_compiled\_with\_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159) | - | +| 53 | [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints) | [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py) | - | +| 54 | [torch.distributions.distribution.Distribution.log_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob) | [paddle.distribution.Distribution.log_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value) | - | +| 55 | [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence) | [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html) | - | +| 56 | [torch.get\_default\_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | - | +| 57 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | - | +| 58 | [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html) | [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d) | - | +| 59 | [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html) | - | +| 60 | [torch.nn.Module.apply](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+apply#torch.nn.Module.apply) | [paddle.nn.Layer.apply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | - | +| 61 | [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children) | [paddle.nn.Layer.children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#children) | - | +| 62 | [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval) | [paddle.nn.Layer.eval](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#eval) | - | +| 63 | [torch.nn.Module.named_children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_children) | [paddle.nn.Layer.named_children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-children) | - | +| 64 | [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train) | [paddle.nn.Layer.train](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#train) | - | +| 65 | [torch.optim.Optimizer.add\_param\_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group) | paddle.optimizer.Optimizer._add_param_group | - | +| 66 | [torch.optim.Optimizer.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict) | [paddle.optimizer.Optimizer.load\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | - | +| 67 | [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict) | [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | - | +| 68 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.cpp_extension.CUDA_HOME | - | +| 69 | [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset) | [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html) | - | +| 70 | [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset) | [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html) | - | +| 71 | [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) | [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) | - | +| 72 | [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset) | [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset) | - | +| 73 | [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler) | [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html) | - | +| 74 | [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html) | [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler) | - | +| 75 | [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset) | [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html) | - | +| 76 | [torch.utils.data.get\_worker\_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info) | [paddle.io.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info) | - | +| 77 | [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split) | [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html) | - | +| 78 | [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html) | [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html) | - | +| 79 | [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html) | [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html) | - | +| 80 | [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) | 'bicubic' | - | +| 81 | [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) | 'bilinear' | - | +| 82 | [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) | 'box' | - | +| 83 | [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) | 'hamming' | - | +| 84 | [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) | 'lanczos' | - | +| 85 | [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) | 'nearest' | - | +| 86 | [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) | 'nearest_exact' | - | +| 87 | [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html) | [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html) | - | +| 88 | [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html) | [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html) | - | +| 89 | [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html) | [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html) | - | +| 90 | [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html) | [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html) | - | +| 91 | [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html) | [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html) | - | +| 92 | [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase) | [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html) | - | +| 93 | [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html) | [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html) | - | | 94 | [torchvision.transforms.functional.pad](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.pad.html) | [paddle.vision.transforms.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/pad_cn.html) | - | -| 95 | [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale) | [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.to_grayscale.md) | -| 96 | [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html) | [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.vflip.md) | +| 95 | [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale) | [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale) | - | +| 96 | [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html) | [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html) | - | ### 3. 仅参数名不一致 **分类简介** @@ -625,234 +625,234 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.sparse.mm](https://pytorch.org/docs/stable/generated/torch.sparse.mm.html?highlight=torch+sparse+mm#torch.sparse.mm) | [paddle.sparse.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/matmul_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/sparse/torch.sparse.mm.md) | -| 2 | [torch.sparse.addmm](https://pytorch.org/docs/stable/generated/torch.sparse.addmm.html?highlight=addmm#torch.sparse.addmm) | [paddle.sparse.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/addmm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/sparse/torch.sparse.addmm.md) | -| 3 | [torch.nn.functional.leaky\_relu\_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.leaky\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.leaky_relu_.md) | -| 4 | [torch.nn.functional.adaptive\_avg\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool1d.html?highlight=adaptive_avg_pool1d#torch.nn.functional.adaptive_avg_pool1d) | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.adaptive_avg_pool1d.md) | -| 5 | [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html#torch.nn.functional.layer_norm) | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.layer_norm.md) | -| 6 | [torch.nn.functional.adaptive\_avg\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool2d.html?highlight=adaptive_avg_pool2d#torch.nn.functional.adaptive_avg_pool2d) | [paddle.nn.functional.adaptive\_avg\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.adaptive_avg_pool2d.md) | -| 7 | [torch.nn.functional.fold](https://pytorch.org/docs/stable/generated/torch.nn.functional.fold.html?highlight=functional+fold#torch.nn.functional.fold) | [paddle.nn.functional.fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fold_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.fold.md) | -| 8 | [torch.nn.functional.tanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanh.html) | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.tanh.md) | -| 9 | [torch.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/stable/api/paddle/nn/functional/elu__cn.html) | [paddle.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.elu_.md) | -| 10 | [torch.nn.functional.logsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.logsigmoid.html?highlight=logsigmoid#torch.nn.functional.logsigmoid) | [paddle.nn.functional.log_sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_sigmoid_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.log_sigmoid.md) | -| 11 | [torch.nn.functional.cosine_similarity](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_similarity.html?highlight=cosine#torch.nn.functional.cosine_similarity) | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.cosine_similarity.md) | -| 12 | [torch.nn.functional.triplet\_margin\_with\_distance\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_with_distance_loss.html?highlight=triplet_margin_with_distance_loss#torch.nn.functional.triplet_margin_with_distance_loss) | [paddle.nn.functional.triplet\_margin\_with\_distance\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_with_distance_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.triplet_margin_with_distance_loss.md) | -| 13 | [torch.nn.functional.pairwise_distance](https://pytorch.org/docs/stable/generated/torch.nn.functional.pairwise_distance.html) | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.pairwise_distance.md) | -| 14 | [torch.nn.functional.unfold](https://pytorch.org/docs/stable/generated/torch.nn.functional.unfold.html#torch.nn.functional.unfold) | [paddle.nn.functional.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/unfold_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.unfold.md) | -| 15 | [torch.nn.functional.gaussian\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.gaussian_nll_loss.html#torch.nn.functional.gaussian_nll_loss) | [paddle.nn.functional.gaussian\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gaussian_nll_loss_cn.html#gaussian-nll-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.gaussian_nll_loss.md) | -| 16 | [torch.nn.functional.adaptive\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool3d.html?highlight=adaptive_max_pool3d#torch.nn.functional.adaptive_max_pool3d) | [paddle.nn.functional.adaptive\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.adaptive_max_pool3d.md) | -| 17 | [torch.nn.functional.softplus](https://pytorch.org/docs/stable/generated/torch.nn.functional.softplus.html?highlight=softplus#torch.nn.functional.softplus) | [paddle.nn.functional.softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softplus_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.softplus.md) | -| 18 | [torch.nn.functional.adaptive\_max\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool1d.html?highlight=torch+nn+functional+adaptive_max_pool1d#torch.nn.functional.adaptive_max_pool1d) | [paddle.nn.functional.adaptive\_max\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool1d_cn.html#adaptive-max-pool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.adaptive_max_pool1d.md) | -| 19 | [torch.nn.functional.adaptive\_avg\_pool3d](https://pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.adaptive_avg_pool3d.html?highlight=adaptive_avg_pool3d#torch.ao.nn.quantized.functional.adaptive_avg_pool3d) | [paddle.nn.functional.adaptive\_avg\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.adaptive_avg_pool3d.md) | -| 20 | [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html?highlight=conv3d#torch.nn.functional.conv3d) | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv3d.md) | -| 21 | [torch.nn.functional.huber_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.huber_loss.html#torch.nn.functional.huber_loss) | [paddle.nn.functional.smooth\_l1\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/smooth_l1_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.huber_loss.md) | -| 22 | [torch.nn.functional.tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanhshrink.html?highlight=tanhshri#torch.nn.functional.tanhshrink) | [paddle.nn.functional.tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/tanhshrink_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.tanhshrink.md) | -| 23 | [torch.nn.functional.hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardshrink.html?highlight=hardshrink#torch.nn.functional.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.hardshrink.md) | -| 24 | [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html?highlight=conv1d#torch.nn.functional.conv1d) | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv1d.md) | -| 25 | [torch.nn.functional.pdist](https://pytorch.org/docs/stable/generated/torch.nn.functional.pdist.html#torch.nn.functional.pdist) | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.pdist.md) | -| 26 | [torch.nn.functional.grid_sample](https://pytorch.org/docs/stable/generated/torch.nn.functional.grid_sample.html?highlight=grid_sample#torch.nn.functional.grid_sample) | [paddle.nn.functional.grid_sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/grid_sample_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.grid_sample.md) | -| 27 | [torch.nn.functional.softsign](https://pytorch.org/docs/stable/generated/torch.nn.functional.softsign.html?highlight=softsign#torch.nn.functional.softsign) | [paddle.nn.functional.softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softsign_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.softsign.md) | -| 28 | [torch.nn.functional.hardtanh_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.hardtanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.hardtanh_.md) | -| 29 | [torch.nn.functional.glu](https://pytorch.org/docs/stable/generated/torch.nn.functional.glu.html?highlight=glu#torch.nn.functional.glu) | [paddle.nn.functional.glu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/glu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.glu.md) | -| 30 | [torch.nn.functional.adaptive\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool2d.html?highlight=adaptive_max_pool2d#torch.nn.functional.adaptive_max_pool2d) | [paddle.nn.functional.adaptive\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.adaptive_max_pool2d.md) | -| 31 | [torch.nn.functional.relu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu_.html?highlight=relu_#torch.nn.functional.relu_) | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.relu_.md) | -| 32 | [torch.nn.functional.affine_grid](https://pytorch.org/docs/stable/generated/torch.nn.functional.affine_grid.html?highlight=affine_grid#torch.nn.functional.affine_grid) | [paddle.nn.functional.affine_grid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/affine_grid_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.affine_grid.md) | -| 33 | [torch.nn.functional.local\_response\_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.local_response_norm.html?highlight=local_response_norm#torch.nn.functional.local_response_norm) | [paddle.nn.functional.local\_response\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/local_response_norm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.local_response_norm.md) | -| 34 | [torch.nn.functional.softshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.softshrink.html?highlight=softshrink#torch.nn.functional.softshrink) | [paddle.nn.functional.softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softshrink_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.softshrink.md) | -| 35 | [torch.nn.functional.relu6](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu6.html?highlight=relu6#torch.nn.functional.relu6) | [paddle.nn.functional.relu6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu6_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.relu6.md) | -| 36 | [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html?highlight=conv2d#torch.nn.functional.conv2d) | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv2d.md) | -| 37 | [torch.Tensor.index\_put\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put_.html#torch.Tensor.index_put_) | paddle.Tensor.index_put_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.index_put_.md) | -| 38 | [torch.Tensor.as_strided](https://pytorch.org/docs/stable/generated/torch.Tensor.as_strided.html?highlight=as_strided#torch.Tensor.as_strided) | [paddle.Tensor.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#as-strided-x-shape-stride-offset-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.as_strided.md) | -| 39 | [torch.Tensor.minimum](https://pytorch.org/docs/stable/generated/torch.Tensor.minimum.html) | [paddle.Tensor.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#minimum-y-axis-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.minimum.md) | -| 40 | [torch.Tensor.bitwise_and](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and.html) | paddle.Tensor.bitwise_and | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_and.md) | -| 41 | [torch.Tensor.rot90](https://pytorch.org/docs/stable/generated/torch.Tensor.rot90.html?highlight=torch+tensor+rot90#torch.Tensor.rot90) | paddle.Tensor.rot90 | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.rot90.md) | -| 42 | [torch.Tensor.lcm_](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm_.html) | paddle.Tensor.lcm_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lcm_.md) | -| 43 | [torch.Tensor.dsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.dsplit.html) | [paddle.Tensor.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dsplit-num_or_indices-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.dsplit.md) | -| 44 | [torch.Tensor.ldexp](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp.html#torch.Tensor.ldexp) | [paddle.Tensor.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ldexp.md) | -| 45 | [torch.Tensor.vdot](https://pytorch.org/docs/stable/generated/torch.Tensor.vdot.html#torch.Tensor.vdot) | [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.vdot.md) | -| 46 | [torch.Tensor.igamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma_.html#torch.Tensor.igamma_) | [paddle.Tensor.gammainc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc__cn.html#gammainc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.igamma_.md) | -| 47 | [torch.Tensor.var](https://pytorch.org/docs/stable/generated/torch.Tensor.var.html#torch.Tensor.var) | [paddle.Tensor.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#var-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.var.md) | -| 48 | [torch.Tensor.bitwise_or](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or.html) | paddle.Tensor.bitwise_or | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_or.md) | -| 49 | [torch.Tensor.heaviside](https://pytorch.org/docs/stable/generated/torch.Tensor.heaviside.html?highlight=torch+tensor+heaviside#torch.Tensor.heaviside) | [paddle.Tensor.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#heaviside-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.heaviside.md) | -| 50 | [torch.Tensor.nextafter](https://pytorch.org/docs/stable/generated/torch.Tensor.nextafter.html#torch.Tensor.nextafter) | [paddle.Tensor.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nextafter.md) | -| 51 | [torch.Tensor.dist](https://pytorch.org/docs/stable/generated/torch.Tensor.dist.html?highlight=dist#torch.Tensor.dist) | [paddle.Tensor.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dist-y-p-2) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.dist.md) | -| 52 | [torch.Tensor.flip](https://pytorch.org/docs/stable/generated/torch.Tensor.flip.html?highlight=flip#torch.Tensor.flip) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.flip.md) | -| 53 | [torch.Tensor.true\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide_.html) | paddle.Tensor.divide_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.true_divide_.md) | -| 54 | [torch.Tensor.kthvalue](https://pytorch.org/docs/stable/generated/torch.Tensor.kthvalue.html) | [paddle.Tensor.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#kthvalue-k-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.kthvalue.md) | -| 55 | [torch.Tensor.diff](https://pytorch.org/docs/stable/generated/torch.Tensor.diff.html?highlight=diff#torch.Tensor.diff) | [paddle.Tensor.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diff.md) | -| 56 | [torch.Tensor.hsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.hsplit.html) | [paddle.Tensor.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#hsplit-num_or_indices-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.hsplit.md) | -| 57 | [torch.Tensor.quantile](https://pytorch.org/docs/stable/generated/torch.Tensor.quantile.html#torch.Tensor.quantile) | [paddle.Tensor.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#quantile-q-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.quantile.md) | -| 58 | [torch.Tensor.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal_scatter.html?highlight=diagonal_scatter#torch.Tensor.diagonal_scatter) | [paddle.Tensor.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-scatter-x-y-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diagonal_scatter.md) | -| 59 | [torch.Tensor.eq](https://pytorch.org/docs/stable/generated/torch.Tensor.eq.html?highlight=eq#torch.Tensor.eq) | [paddle.Tensor.equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.eq.md) | -| 60 | [torch.Tensor.ldexp_](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp_.html) | paddle.Tensor.ldexp_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ldexp_.md) | -| 61 | [torch.Tensor.index\_fill\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill_.html?highlight=index_fill_#torch.Tensor.index_fill_) | paddle.Tensor.index_fill_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.index_fill_.md) | -| 62 | [torch.Tensor.baddbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm.html#torch.Tensor.baddbmm) | [paddle.Tensor.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.baddbmm.md) | -| 63 | [torch.Tensor.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html?highlight=index_fill#torch.Tensor.index_fill) | [paddle.Tensor.index_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_fill_cn.html#index-fill) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.index_fill.md) | -| 64 | [torch.Tensor.inner](https://pytorch.org/docs/stable/generated/torch.Tensor.inner.html) | paddle.Tensor.inner | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.inner.md) | -| 65 | [torch.Tensor.logical\_or\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or_.html) | paddle.Tensor.logical_or_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logical_or_.md) | -| 66 | [torch.Tensor.gcd_](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd_.html) | paddle.Tensor.gcd_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.gcd_.md) | -| 67 | [torch.Tensor.logical\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor_.html) | paddle.Tensor.logical_xor_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logical_xor_.md) | -| 68 | [torch.Tensor.hypot_](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot_.html#torch.Tensor.hypot_) | [paddle.Tensor.hypot_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot__cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.hypot_.md) | -| 69 | [torch.Tensor.gcd](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd.html?highlight=torch+tensor+gcd#torch.Tensor.gcd) | [paddle.Tensor.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#gcd-x-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.gcd.md) | -| 70 | [torch.Tensor.outer](https://pytorch.org/docs/stable/generated/torch.Tensor.outer.html?highlight=outer#torch.Tensor.outer) | paddle.Tensor.outer | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.outer.md) | -| 71 | [torch.Tensor.unsqueeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze_.html#torch-tensor-unsqueeze) | [paddle.Tensor.unsqueeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.unsqueeze_.md) | -| 72 | [torch.Tensor.broadcast_to](https://pytorch.org/docs/stable/generated/torch.Tensor.broadcast_to.html) | [paddle.Tensor.broadcast_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#broadcast-to-shape-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.broadcast_to.md) | -| 73 | [torch.Tensor.renorm](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm.html#torch-tensor-renorm) | paddle.Tensor.renorm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.renorm.md) | -| 74 | [torch.Tensor.cumsum_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum_.html) | paddle.Tensor.cumsum_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cumsum_.md) | -| 75 | [torch.Tensor.mode](https://pytorch.org/docs/stable/generated/torch.Tensor.mode.html) | [paddle.Tensor.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mode-axis-1-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mode.md) | -| 76 | [torch.Tensor.fmin](https://pytorch.org/docs/stable/generated/torch.Tensor.fmin.html?highlight=fmin#torch.Tensor.fmin) | [paddle.Tensor.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html#fmin) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fmin.md) | -| 77 | [torch.Tensor.lerp_](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp_.html) | [paddle.Tensor.lerp_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lerp_.md) | -| 78 | [torch.Tensor.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html#torch.nanquantile) | [paddle.Tensor.nanquantile](https://github.com/PaddlePaddle/Paddle/pull/41343) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nanquantile.md) | -| 79 | [torch.Tensor.igammac](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac.html#torch.Tensor.igammac) | [paddle.Tensor.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc_cn.html#gammaincc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.igammac.md) | -| 80 | [torch.Tensor.index_put](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put.html?highlight=index_put#torch.Tensor.index_put) | [paddle.Tensor.index_put](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_put_cn.html#index-put) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.index_put.md) | -| 81 | [torch.Tensor.select_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.select_scatter.html#torch-select-scatter) | [paddle.Tensor.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.select_scatter.md) | -| 82 | [torch.Tensor.logaddexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp.html#torch.Tensor.logaddexp) | [paddle.Tensor.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logaddexp.md) | -| 83 | [torch.Tensor.logical\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and_.html) | paddle.Tensor.logical_and_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logical_and_.md) | -| 84 | [torch.Tensor.renorm_](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm_.html#torch-tensor-renorm_) | paddle.Tensor.renorm_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.renorm_.md) | -| 85 | [torch.Tensor.fmax](https://pytorch.org/docs/stable/generated/torch.Tensor.fmax.html?highlight=fmax#torch.Tensor.fmax) | [paddle.Tensor.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html#fmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fmax.md) | -| 86 | [torch.Tensor.tensor_split](https://pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.html) | [paddle.Tensor.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor_split-num_or_indices-axis-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tensor_split.md) | -| 87 | [torch.Tensor.nansum](https://pytorch.org/docs/stable/generated/torch.Tensor.nansum.html?highlight=nansum#torch.Tensor.nansum) | paddle.Tensor.nansum | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nansum.md) | -| 88 | [torch.Tensor.std](https://pytorch.org/docs/stable/generated/torch.Tensor.std.html?highlight=torch+tensor+std#torch.Tensor.std) | [paddle.Tensor.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#std-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.std.md) | -| 89 | [torch.Tensor.bitwise\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor_.html) | paddle.Tensor.bitwise_xor_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_xor_.md) | -| 90 | [torch.Tensor.diag](https://pytorch.org/docs/stable/generated/torch.Tensor.diag.html?highlight=diag#torch.Tensor.diag) | [paddle.Tensor.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html#diag) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diag.md) | -| 91 | [torch.Tensor.squeeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.squeeze_.html#torch-tensor-squeeze) | [paddle.Tensor.squeeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id19) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.squeeze_.md) | -| 92 | [torch.Tensor.unflatten](https://pytorch.org/docs/stable/generated/torch.Tensor.unflatten.html#torch.Tensor.unflatten) | [paddle.Tensor.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unflatten-axis-shape-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.unflatten.md) | -| 93 | [torch.Tensor.baddbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm_.html#torch.Tensor.baddbmm_) | [paddle.Tensor.baddbmm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.baddbmm_.md) | -| 94 | [torch.Tensor.unfold](https://pytorch.org/docs/stable/generated/torch.Tensor.unfold.html?highlight=unfold#torch.Tensor.unfold) | [paddle.Tensor.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unfold-x-axis-size-step-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.unfold.md) | -| 95 | [torch.Tensor.addmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm_.html) | paddle.Tensor.addmm_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addmm_.md) | -| 96 | [torch.Tensor.vsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.vsplit.html) | [paddle.Tensor.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#vsplit-num_or_indices-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.vsplit.md) | -| 97 | [torch.Tensor.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor.html) | paddle.Tensor.bitwise_xor | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_xor.md) | -| 98 | [torch.Tensor.cross](https://pytorch.org/docs/stable/generated/torch.Tensor.cross.html?highlight=cross#torch.Tensor.cross) | [paddle.Tensor.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cross-y-axis-none-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cross.md) | -| 99 | [torch.Tensor.ger](https://pytorch.org/docs/stable/generated/torch.Tensor.ger.html?highlight=torch+tensor+ger#torch.Tensor.ger) | paddle.Tensor.outer | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ger.md) | -| 100 | [torch.Tensor.isclose](https://pytorch.org/docs/stable/generated/torch.Tensor.isclose.html) | [paddle.Tensor.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isclose-x-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.isclose.md) | -| 101 | [torch.Tensor.lerp](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp.html) | [paddle.Tensor.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lerp.md) | -| 102 | [torch.Tensor.addmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm.html) | paddle.Tensor.addmm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addmm.md) | -| 103 | [torch.Tensor.igammac_](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac_.html#torch.Tensor.igammac_) | [paddle.Tensor.gammaincc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc__cn.html#gammaincc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.igammac_.md) | -| 104 | [torch.Tensor.orgqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.Tensor.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.orgqr.md) | -| 105 | [torch.Tensor.hypot](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot.html#torch.Tensor.hypot) | [paddle.Tensor.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.hypot.md) | -| 106 | [torch.Tensor.igamma](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma.html#torch.Tensor.igamma) | [paddle.Tensor.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc_cn.html#gammainc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.igamma.md) | -| 107 | [torch.Tensor.hardshrink](https://pytorch.org/docs/stable/generated/torch.Tensor.hardshrink.html?highlight=torch+tensor+hardshrink#torch.Tensor.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html#hardshrink) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.hardshrink.md) | -| 108 | [torch.Tensor.diagonal](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal.html?highlight=diagonal#torch.Tensor.diagonal) | [paddle.Tensor.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.diagonal.md) | -| 109 | [torch.Tensor.pow_](https://pytorch.org/docs/stable/generated/torch.Tensor.pow_.html) | paddle.Tensor.pow_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.pow_.md) | -| 110 | [torch.Tensor.ormqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ormqr.md) | -| 111 | [torch.Tensor.roll](https://pytorch.org/docs/stable/generated/torch.Tensor.roll.html?highlight=torch+tensor+roll#torch.Tensor.roll) | [paddle.Tensor.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.roll.md) | -| 112 | [torch.Tensor.bitwise\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and_.html) | paddle.Tensor.bitwise_and_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_and_.md) | -| 113 | [torch.Tensor.lcm](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm.html) | paddle.Tensor.lcm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lcm.md) | -| 114 | [torch.Tensor.maximum](https://pytorch.org/docs/stable/generated/torch.Tensor.maximum.html#torch.Tensor.maximum) | [paddle.Tensor.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#maximum-y-axis-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.maximum.md) | -| 115 | [torch.Tensor.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky_solve.html#torch-tensor-cholesky-solve) | paddle.Tensor.cholesky_solve | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cholesky_solve.md) | -| 116 | [torch.linalg.lstsq](https://pytorch.org/docs/stable/generated/torch.linalg.lstsq.html?highlight=lstsq#torch.linalg.lstsq) | [paddle.linalg.lstsq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lstsq_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.lstsq.md) | -| 117 | [torch.linalg.matrix_exp](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_exp.html#torch.linalg.matrix_exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.matrix_exp.md) | -| 118 | [torch.autograd.function.FunctionCtx.mark\_non\_differentiable](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_non_differentiable.html#torch.autograd.function.FunctionCtx.mark_non_differentiable) | [paddle.autograd.PyLayerContext.mark\_non\_differentiable](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#mark-non-differentiable-self-tensors) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.mark_non_differentiable.md) | -| 119 | [torch.special.log_softmax](https://pytorch.org/docs/stable/special.html#torch.special.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.log_softmax.md) | -| 120 | [torch.profiler.schedule](https://pytorch.org/docs/stable/profiler.html#torch.profiler.schedule) | [paddle.profiler.make_scheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/make_scheduler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.profiler.schedule.md) | -| 121 | [torch.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.diagonal_scatter.html?highlight=diagonal_scatter#torch.diagonal_scatter) | [paddle.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_scatter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.diagonal_scatter.md) | -| 122 | [torch.imag](https://pytorch.org/docs/stable/generated/torch.imag.html?highlight=imag#torch.imag) | [paddle.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/imag_cn.html#imag) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.imag.md) | -| 123 | [torch.trapezoid](https://pytorch.org/docs/stable/generated/torch.trapezoid.html#torch.trapezoid) | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.trapezoid.md) | -| 124 | [torch.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.cholesky_solve.html?highlight=cholesky#torch.cholesky_solve) | [paddle.linalg.cholesky_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_solve_cn.html#cholesky-solve) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cholesky_solve.md) | -| 125 | [torch.vsplit](https://pytorch.org/docs/stable/generated/torch.vsplit.html#torch.vsplit) | [paddle.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vsplit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.vsplit.md) | -| 126 | [torch.isreal](https://pytorch.org/docs/stable/generated/torch.isreal.html#torch-isreal) | [paddle.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isreal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.isreal.md) | -| 127 | [torch.pca_lowrank](https://pytorch.org/docs/stable/generated/torch.pca_lowrank.html#torch.pca_lowrank) | [paddle.linalg.pca_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pca_lowrank_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.pca_lowrank.md) | -| 128 | [torch.unflatten](https://pytorch.org/docs/stable/generated/torch.unflatten.html#torch.unflatten) | [paddle.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unflatten_cn.html#unflatten) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.unflatten.md) | -| 129 | [torch.feature\_alpha\_dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.feature_alpha_dropout.md) | -| 130 | [torch.flip](https://pytorch.org/docs/stable/generated/torch.flip.html?highlight=flip#torch.flip) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.flip.md) | -| 131 | [torch.corrcoef](https://pytorch.org/docs/stable/generated/torch.corrcoef.html?highlight=corrcoef#torch.corrcoef) | [paddle.linalg.corrcoef](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/corrcoef_cn.html#corrcoef) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.corrcoef.md) | -| 132 | [torch.det](https://pytorch.org/docs/stable/generated/torch.det.html?highlight=det#torch.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.det.md) | -| 133 | [torch.abs_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.abs_.md) | -| 134 | [torch.isin](https://pytorch.org/docs/stable/generated/torch.isin.html#torch.isin) | [paddle.isin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isin_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.isin.md) | -| 135 | [torch.hsplit](https://pytorch.org/docs/stable/generated/torch.hsplit.html#torch.hsplit) | [paddle.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hsplit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.hsplit.md) | -| 136 | [torch.svd_lowrank](https://pytorch.org/docs/stable/generated/torch.svd_lowrank.html?highlight=torch+svd_lowrank#torch.svd_lowrank) | [paddle.linalg.svd_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_lowrank_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.svd_lowrank.md) | -| 137 | [torch.max_pool3d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.max_pool3d.md) | -| 138 | [torch.take](https://pytorch.org/docs/stable/generated/torch.take.html?highlight=torch+take#torch.take) | [paddle.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/take_cn.html#take) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.take.md) | -| 139 | [torch.kron](https://pytorch.org/docs/stable/generated/torch.kron.html#torch-kron) | [paddle.kron](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kron_cn.html#kron) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.kron.md) | -| 140 | [torch.allclose](https://pytorch.org/docs/stable/generated/torch.allclose.html?highlight=allclose#torch.allclose) | [paddle.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/allclose_cn.html#allclose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.allclose.md) | -| 141 | [torch.bitwise_or](https://pytorch.org/docs/stable/generated/torch.bitwise_or.html#torch-bitwise-or) | [paddle.bitwise_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_or_cn.html#bitwise-or) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bitwise_or.md) | -| 142 | [torch.is\_floating\_point](https://pytorch.org/docs/stable/generated/torch.is_floating_point.html?highlight=is_floating_point#torch.is_floating_point) | [paddle.is\_floating\_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_floating_point_cn.html#is-floating-point) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.is_floating_point.md) | -| 143 | [torch.bitwise_not](https://pytorch.org/docs/stable/generated/torch.bitwise_not.html?highlight=bitwise_not#torch.bitwise_not) | [paddle.bitwise_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_not_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bitwise_not.md) | -| 144 | [torch.istft](https://pytorch.org/docs/stable/generated/torch.istft.html?highlight=istft#torch.istft) | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.istft.md) | -| 145 | [torch.dsplit](https://pytorch.org/docs/stable/generated/torch.dsplit.html#torch.dsplit) | [paddle.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dsplit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.dsplit.md) | -| 146 | [torch.cumulative_trapezoid](https://pytorch.org/docs/stable/generated/torch.cumulative_trapezoid.html#torch.cumulative_trapezoid) | [paddle.cumulative_trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumulative_trapezoid_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cumulative_trapezoid.md) | -| 147 | [torch.tan](https://pytorch.org/docs/stable/generated/torch.tan.html) | [paddle.tan](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/tan_cn.html#tan) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.tan.md) | -| 148 | [torch.isclose](https://pytorch.org/docs/stable/generated/torch.isclose.html?highlight=isclose#torch.isclose) | [paddle.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isclose_cn.html#isclose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.isclose.md) | -| 149 | [torch.vander](https://pytorch.org/docs/stable/generated/torch.vander.html?highlight=vander#torch.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html#vander) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.vander.md) | -| 150 | torch.relu | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html#relu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.relu.md) | -| 151 | [torch.bincount](https://pytorch.org/docs/stable/generated/torch.bincount.html?highlight=bincount#torch.bincount) | [paddle.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bincount_cn.html#bincount) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bincount.md) | -| 152 | [torch.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html#torch.Tensor.index_fill) | [paddle.index_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5900) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.index_fill.md) | -| 153 | [torch.real](https://pytorch.org/docs/stable/generated/torch.real.html?highlight=real#torch.real) | [paddle.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/real_cn.html#real) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.real.md) | -| 154 | [torch.vstack](https://pytorch.org/docs/stable/generated/torch.vstack.html#torch.vstack) | [paddle.vstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vstack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.vstack.md) | -| 155 | [torch.tile](https://pytorch.org/docs/stable/generated/torch.tile.html?highlight=tile#torch.tile) | [paddle.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tile_cn.html#tile) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.tile.md) | -| 156 | [torch.row_stack](https://pytorch.org/docs/stable/generated/torch.row_stack.html#torch.row_stack) | [paddle.row_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/row_stack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.row_stack.md) | -| 157 | [torch.Tensor.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.atan2.md) | -| 158 | [torch.hstack](https://pytorch.org/docs/stable/generated/torch.hstack.html#torch.hstack) | [paddle.hstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hstack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.hstack.md) | -| 159 | [torch.from_dlpack](https://pytorch.org/docs/stable/generated/torch.from_dlpack.html?highlight=from_dlpack#torch.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.from_dlpack.md) | -| 160 | [torch.diagonal](https://pytorch.org/docs/stable/generated/torch.diagonal.html?highlight=diagonal#torch.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.diagonal.md) | -| 161 | [torch.histogramdd](https://pytorch.org/docs/stable/generated/torch.histogramdd.html#torch-histogramdd) | [paddle.histogramdd](https://github.com/PaddlePaddle/Paddle/blob/a19227d9ee0e351363a4bb27b50b1becbec58a6c/python/paddle/tensor/linalg.py#L3875) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.histogramdd.md) | -| 162 | [torch.dist](https://pytorch.org/docs/stable/generated/torch.dist.html?highlight=dist#torch.dist) | [paddle.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dist_cn.html#dist) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.dist.md) | -| 163 | [torch.bitwise_and](https://pytorch.org/docs/stable/generated/torch.bitwise_and.html#torch.bitwise_and) | [paddle.bitwise_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_and_cn.html#bitwise-and) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bitwise_and.md) | -| 164 | [torch.rot90](https://pytorch.org/docs/stable/generated/torch.rot90.html?highlight=torch+rot90#torch.rot90) | [paddle.rot90](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rot90_cn.html#rot90) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.rot90.md) | -| 165 | [torch.squeeze](https://pytorch.org/docs/stable/generated/torch.squeeze.html?highlight=squeeze#torch.squeeze) | [paddle.squeeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/squeeze_cn.html#squeeze) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.squeeze.md) | -| 166 | [torch.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html#torch.Tensor.masked_fill) | [paddle.masked_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5111) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.masked_fill.md) | -| 167 | [torch.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html#celu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.celu.md) | -| 168 | [torch.diagflat](https://pytorch.org/docs/stable/generated/torch.diagflat.html?highlight=diagflat#torch.diagflat) | [paddle.diagflat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagflat_cn.html#diagflat) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.diagflat.md) | -| 169 | [torch.movedim](https://pytorch.org/docs/stable/generated/torch.movedim.html?highlight=movedim#torch.movedim) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.movedim.md) | -| 170 | [torch.cdist](https://pytorch.org/docs/stable/generated/torch.cdist.html#torch.cdist) | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cdist.md) | -| 171 | [torch.kthvalue](https://pytorch.org/docs/stable/generated/torch.kthvalue.html?highlight=kthvalue#torch.kthvalue) | [paddle.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kthvalue_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.kthvalue.md) | -| 172 | [torch.positive](https://pytorch.org/docs/stable/generated/torch.positive.html#torch-positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.positive.md) | -| 173 | [torch.moveaxis](https://pytorch.org/docs/stable/generated/torch.moveaxis.html?highlight=moveaxis#torch.moveaxis) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.moveaxis.md) | -| 174 | [torch.trace](https://pytorch.org/docs/stable/generated/torch.trace.html?highlight=trace#torch.trace) | [paddle.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trace_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.trace.md) | -| 175 | [torch.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.bitwise_xor.html) | [paddle.bitwise_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_xor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bitwise_xor.md) | -| 176 | [torch.conj](https://pytorch.org/docs/stable/generated/torch.conj.html?highlight=conj#torch.conj) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.conj.md) | -| 177 | [torch.pinverse](https://pytorch.org/docs/stable/generated/torch.pinverse.html?highlight=pinverse#torch.pinverse) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html#pinv) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.pinverse.md) | -| 178 | [torch.select_scatter](https://pytorch.org/docs/stable/generated/torch.select_scatter.html#torch-select-scatter) | [paddle.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/select_scatter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.select_scatter.md) | -| 179 | [torch.dstack](https://pytorch.org/docs/stable/generated/torch.dstack.html#torch.dstack) | [paddle.dstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dstack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.dstack.md) | -| 180 | [torch.as_strided](https://pytorch.org/docs/stable/generated/torch.as_strided.html?highlight=as_strided#torch.as_strided) | [paddle.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/as_strided_cn.html#as-strided) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.as_strided.md) | -| 181 | [torch.dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.dropout.md) | -| 182 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.from_numpy.md) | -| 183 | [torch.combinations](https://pytorch.org/docs/stable/generated/torch.combinations.html#torch.combinations) | [paddle.combinations](https://github.com/PaddlePaddle/Paddle/blob/8932f1c5e26788ab1eed226e70fafb1ea67ce737/python/paddle/tensor/math.py#L7099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.combinations.md) | -| 184 | [torch.fft.ifftshift](https://pytorch.org/docs/stable/generated/torch.fft.ifftshift.html#torch.fft.ifftshift) | [paddle.fft.ifftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftshift_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.ifftshift.md) | -| 185 | [torch.fft.fftshift](https://pytorch.org/docs/stable/generated/torch.fft.fftshift.html#torch.fft.fftshift) | [paddle.fft.fftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftshift_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.fftshift.md) | -| 186 | [torch.cuda.nvtx.range_push](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_push.html?highlight=range_push#torch.cuda.nvtx.range_push) | [paddle.framework.core.nvprof\_nvtx\_push](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2465) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.nvtx.range_push.md) | -| 187 | [torch.distributed.scatter\_object\_list](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter_object_list) | [paddle.distributed.scatter\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_object_list_cn.html#scatter-object-list) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.scatter_object_list.md) | -| 188 | [torch.distributed.rpc.remote](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.remote) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.rpc.remote.md) | -| 189 | [torch.distributed.rpc.get\_worker\_info](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.get_worker_info) | [paddle.distributed.rpc.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/get_worker_info_cn.html#cn-api-distributed-rpc-get-worker-info) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.rpc.get_worker_info.md) | -| 190 | [torch.nn.AdaptiveMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool3d.html?highlight=adaptivemaxpool3d#torch.nn.AdaptiveMaxPool3d) | [paddle.nn.AdaptiveMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool3D_cn.html#adaptivemaxpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveMaxPool3d.md) | -| 191 | [torch.nn.CosineSimilarity](https://pytorch.org/docs/stable/generated/torch.nn.CosineSimilarity.html?highlight=nn+cosinesimilarity#torch.nn.CosineSimilarity) | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.CosineSimilarity.md) | -| 192 | [torch.nn.Module.register_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.register_module.md) | -| 193 | [torch.nn.Module.parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.parameters) | [paddle.nn.Layer.parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#parameters-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.parameters.md) | -| 194 | [torch.nn.utils.parametrizations.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.weight_norm.html) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.utils.parametrizations.weight_norm.md) | -| 195 | [torch.nn.Fold](https://pytorch.org/docs/stable/generated/torch.nn.Fold.html?highlight=nn+fold#torch.nn.Fold) | [paddle.nn.Fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Fold_cn.html#fold) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Fold.md) | -| 196 | [torch.nn.ModuleDict](https://pytorch.org/docs/stable/generated/torch.nn.ModuleDict.html?highlight=torch+nn+moduledict#torch.nn.ModuleDict) | [paddle.nn.LayerDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerDict_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ModuleDict.md) | -| 197 | [torch.nn.Module.add_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+add_module#torch.nn.Module.add_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.add_module.md) | -| 198 | [torch.nn.ParameterDict](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterDict) | [paddle.nn.ParameterDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterDict_cn.html#parameterdict) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ParameterDict.md) | -| 199 | [torch.nn.AdaptiveMaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool1d.html?highlight=adaptivemaxpool1d#torch.nn.AdaptiveMaxPool1d) | [paddle.nn.AdaptiveMaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool1D_cn.html#adaptivemaxpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveMaxPool1d.md) | -| 200 | [torch.nn.GaussianNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.GaussianNLLLoss) | [paddle.nn.GaussianNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GaussianNLLLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.GaussianNLLLoss.md) | -| 201 | [torch.nn.Module.register_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_buffer) | [paddle.nn.Layer.register_buffer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-buffer-name-tensor-persistable-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.register_buffer.md) | -| 202 | [torch.nn.PairwiseDistance](https://pytorch.org/docs/stable/generated/torch.nn.PairwiseDistance.html?highlight=nn+pairwisedistance#torch.nn.PairwiseDistance) | [paddle.nn.PairwiseDistance](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PairwiseDistance_cn.html#pairwisedistance) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.PairwiseDistance.md) | -| 203 | [torch.nn.Softmax](https://pytorch.org/docs/stable/generated/torch.nn.Softmax.html?highlight=nn+softmax#torch.nn.Softmax) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softmax.md) | -| 204 | [torch.nn.Unflatten](https://pytorch.org/docs/stable/generated/torch.nn.Unflatten.html?highlight=torch+nn+unflatten#torch.nn.Unflatten) | [paddle.nn.Unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unflatten_cn.html#unflatten) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Unflatten.md) | -| 205 | [torch.nn.AdaptiveMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool2d.html?highlight=adaptivemaxpool2d#torch.nn.AdaptiveMaxPool2d) | [paddle.nn.AdaptiveMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool2D_cn.html#adaptivemaxpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveMaxPool2d.md) | -| 206 | [torch.nn.LogSoftmax](https://pytorch.org/docs/stable/generated/torch.nn.LogSoftmax.html?highlight=nn+logsoftmax#torch.nn.LogSoftmax) | [paddle.nn.LogSoftmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LogSoftmax_cn.html#logsoftmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LogSoftmax.md) | -| 207 | [torch.nn.Module.register_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_parameter) | [paddle.nn.Layer.add_parameter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-parameter-name-parameter) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.register_parameter.md) | -| 208 | [torch.nn.Module.named_buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_buffers) | [paddle.nn.Layer.named_buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-buffers-prefix-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.named_buffers.md) | -| 209 | [torch.nn.Module.named_parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+named_parameters#torch.nn.Module.named_parameters) | [paddle.nn.Layer.named_parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-parameters-prefix-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.named_parameters.md) | -| 210 | [torch.nn.Module.buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.buffers) | [paddle.nn.Layer.buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#buffers-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.buffers.md) | -| 211 | [torch.nn.Softshrink](https://pytorch.org/docs/stable/generated/torch.nn.Softshrink.html?highlight=nn+softshrink#torch.nn.Softshrink) | [paddle.nn.Softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softshrink_cn.html#softshrink) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softshrink.md) | -| 212 | [torch.nn.GLU](https://pytorch.org/docs/stable/generated/torch.nn.GLU.html#torch.nn.GLU) | [paddle.nn.GLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GLU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.GLU.md) | -| 213 | [torch.nn.ParameterList](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterList) | [paddle.nn.ParameterList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterList_cn.html#parameterlist) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ParameterList.md) | -| 214 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | [paddle.nn.Unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unfold_cn.html#unfold) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Unfold.md) | -| 215 | [torch.nn.Flatten](https://pytorch.org/docs/stable/generated/torch.nn.Flatten.html?highlight=nn+flatten#torch.nn.Flatten) | [paddle.nn.Flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Flatten_cn.html#flatten) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Flatten.md) | -| 216 | [torch.nn.ModuleList](https://pytorch.org/docs/stable/generated/torch.nn.ModuleList.html?highlight=torch+nn+modulelist#torch.nn.ModuleList) | [paddle.nn.LayerList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerList_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ModuleList.md) | -| 217 | [torch.nn.Hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.Hardshrink.html?highlight=hardshrink#torch.nn.Hardshrink) | [paddle.nn.Hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardshrink_cn.html#hardshrink) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Hardshrink.md) | -| 218 | [torch.nn.utils.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.html?highlight=nn+utils+weight_norm#torch.nn.utils.weight_norm) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.weight_norm.md) | -| 219 | [torch.utils.dlpack.from_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+from_dlpack#torch.utils.dlpack.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.dlpack.from_dlpack.md) | -| 220 | [torch.nn.utils.spectral_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.html?highlight=nn+utils+spectral_norm#torch.nn.utils.spectral_norm) | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.spectral_norm.md) | -| 221 | [torch.utils.dlpack.to_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+to_dlpack#torch.utils.dlpack.to_dlpack) | [paddle.utils.dlpack.to_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/to_dlpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.dlpack.to_dlpack.md) | -| 222 | [torch.nn.utils.remove\_weight\_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.remove_weight_norm.html?highlight=nn+utils+remove_weight_norm#torch.nn.utils.remove_weight_norm) | [paddle.nn.utils.remove\_weight\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/remove_weight_norm_cn.html#remove-weight-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.remove_weight_norm.md) | -| 223 | [torch.distributions.distribution.Distribution.rsample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.rsample) | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.rsample.md) | -| 224 | [torch.distributions.kl.register_kl](https://pytorch.org/docs/stable/distributions.html?highlight=register_kl#torch.distributions.kl.register_kl) | [paddle.distribution.register_kl](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/register_kl_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.kl.register_kl.md) | -| 225 | [torch.distributions.distribution.Distribution.sample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.sample) | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.sample.md) | -| 226 | [torchvision.io.read_file](https://pytorch.org/vision/main/generated/torchvision.io.read_file.html) | [paddle.vision.ops.read_file](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/read_file_cn.html#cn-api-paddle-vision-ops-read-file) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.io.read_file.md) | -| 227 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | [paddlenlp.generation.StoppingCriteriaList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/stopping_criteria.py#L72) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.StoppingCriteriaList.md) | -| 228 | [transformers.generation.LogitsProcessor](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#logitsprocessor) | [paddlenlp.generation.LogitsProcessor](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/logits_process.py#L26) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.generation.LogitsProcessor.md) | +| 1 | [torch.sparse.mm](https://pytorch.org/docs/stable/generated/torch.sparse.mm.html?highlight=torch+sparse+mm#torch.sparse.mm) | [paddle.sparse.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/matmul_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.sparse.mm.md) | +| 2 | [torch.nn.functional.leaky\_relu\_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.leaky\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.leaky_relu_.md) | +| 3 | [torch.Tensor.index\_put\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put_.html#torch.Tensor.index_put_) | paddle.Tensor.index_put_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_put_.md) | +| 4 | [torch.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.diagonal_scatter.html?highlight=diagonal_scatter#torch.diagonal_scatter) | [paddle.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_scatter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagonal_scatter.md) | +| 5 | [torch.imag](https://pytorch.org/docs/stable/generated/torch.imag.html?highlight=imag#torch.imag) | [paddle.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/imag_cn.html#imag) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.imag.md) | +| 6 | [torch.Tensor.as_strided](https://pytorch.org/docs/stable/generated/torch.Tensor.as_strided.html?highlight=as_strided#torch.Tensor.as_strided) | [paddle.Tensor.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#as-strided-x-shape-stride-offset-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.as_strided.md) | +| 7 | [torch.trapezoid](https://pytorch.org/docs/stable/generated/torch.trapezoid.html#torch.trapezoid) | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trapezoid.md) | +| 8 | [torch.Tensor.minimum](https://pytorch.org/docs/stable/generated/torch.Tensor.minimum.html) | [paddle.Tensor.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#minimum-y-axis-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.minimum.md) | +| 9 | [torch.nn.AdaptiveMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool3d.html?highlight=adaptivemaxpool3d#torch.nn.AdaptiveMaxPool3d) | [paddle.nn.AdaptiveMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool3D_cn.html#adaptivemaxpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool3d.md) | +| 10 | [torch.Tensor.bitwise_and](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and.html) | paddle.Tensor.bitwise_and | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_and.md) | +| 11 | [torch.nn.CosineSimilarity](https://pytorch.org/docs/stable/generated/torch.nn.CosineSimilarity.html?highlight=nn+cosinesimilarity#torch.nn.CosineSimilarity) | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.CosineSimilarity.md) | +| 12 | [torch.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.cholesky_solve.html?highlight=cholesky#torch.cholesky_solve) | [paddle.linalg.cholesky_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_solve_cn.html#cholesky-solve) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cholesky_solve.md) | +| 13 | [torch.Tensor.rot90](https://pytorch.org/docs/stable/generated/torch.Tensor.rot90.html?highlight=torch+tensor+rot90#torch.Tensor.rot90) | paddle.Tensor.rot90 | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.rot90.md) | +| 14 | [torch.nn.functional.adaptive\_avg\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool1d.html?highlight=adaptive_avg_pool1d#torch.nn.functional.adaptive_avg_pool1d) | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool1d.md) | +| 15 | [torch.nn.Module.register_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_module.md) | +| 16 | [torch.autograd.function.FunctionCtx.mark\_non\_differentiable](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_non_differentiable.html#torch.autograd.function.FunctionCtx.mark_non_differentiable) | [paddle.autograd.PyLayerContext.mark\_non\_differentiable](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#mark-non-differentiable-self-tensors) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.autograd.function.FunctionCtx.mark_non_differentiable.md) | +| 17 | [torch.Tensor.lcm_](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm_.html) | paddle.Tensor.lcm_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lcm_.md) | +| 18 | [torch.nn.Module.parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.parameters) | [paddle.nn.Layer.parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#parameters-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.parameters.md) | +| 19 | [torch.vsplit](https://pytorch.org/docs/stable/generated/torch.vsplit.html#torch.vsplit) | [paddle.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vsplit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vsplit.md) | +| 20 | [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html#torch.nn.functional.layer_norm) | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.layer_norm.md) | +| 21 | [torch.nn.functional.adaptive\_avg\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool2d.html?highlight=adaptive_avg_pool2d#torch.nn.functional.adaptive_avg_pool2d) | [paddle.nn.functional.adaptive\_avg\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool2d.md) | +| 22 | [torch.Tensor.dsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.dsplit.html) | [paddle.Tensor.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dsplit-num_or_indices-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.dsplit.md) | +| 23 | [torch.Tensor.ldexp](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp.html#torch.Tensor.ldexp) | [paddle.Tensor.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ldexp.md) | +| 24 | [torch.isreal](https://pytorch.org/docs/stable/generated/torch.isreal.html#torch-isreal) | [paddle.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isreal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isreal.md) | +| 25 | [torch.Tensor.vdot](https://pytorch.org/docs/stable/generated/torch.Tensor.vdot.html#torch.Tensor.vdot) | [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.vdot.md) | +| 26 | [torch.nn.utils.parametrizations.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.weight_norm.html) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.parametrizations.weight_norm.md) | +| 27 | [torch.pca_lowrank](https://pytorch.org/docs/stable/generated/torch.pca_lowrank.html#torch.pca_lowrank) | [paddle.linalg.pca_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pca_lowrank_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.pca_lowrank.md) | +| 28 | [torch.Tensor.igamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma_.html#torch.Tensor.igamma_) | [paddle.Tensor.gammainc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc__cn.html#gammainc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igamma_.md) | +| 29 | [torch.Tensor.var](https://pytorch.org/docs/stable/generated/torch.Tensor.var.html#torch.Tensor.var) | [paddle.Tensor.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#var-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.var.md) | +| 30 | [torch.nn.functional.fold](https://pytorch.org/docs/stable/generated/torch.nn.functional.fold.html?highlight=functional+fold#torch.nn.functional.fold) | [paddle.nn.functional.fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fold_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.fold.md) | +| 31 | [torch.Tensor.bitwise_or](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or.html) | paddle.Tensor.bitwise_or | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_or.md) | +| 32 | [torch.unflatten](https://pytorch.org/docs/stable/generated/torch.unflatten.html#torch.unflatten) | [paddle.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unflatten_cn.html#unflatten) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.unflatten.md) | +| 33 | [torch.feature\_alpha\_dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.feature_alpha_dropout.md) | +| 34 | [torch.Tensor.heaviside](https://pytorch.org/docs/stable/generated/torch.Tensor.heaviside.html?highlight=torch+tensor+heaviside#torch.Tensor.heaviside) | [paddle.Tensor.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#heaviside-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.heaviside.md) | +| 35 | [torch.distributed.scatter\_object\_list](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter_object_list) | [paddle.distributed.scatter\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_object_list_cn.html#scatter-object-list) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.scatter_object_list.md) | +| 36 | [torch.nn.functional.tanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanh.html) | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanh.md) | +| 37 | [torch.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/stable/api/paddle/nn/functional/elu__cn.html) | [paddle.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.elu_.md) | +| 38 | [torch.Tensor.nextafter](https://pytorch.org/docs/stable/generated/torch.Tensor.nextafter.html#torch.Tensor.nextafter) | [paddle.Tensor.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nextafter.md) | +| 39 | [torch.flip](https://pytorch.org/docs/stable/generated/torch.flip.html?highlight=flip#torch.flip) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.flip.md) | +| 40 | [torch.corrcoef](https://pytorch.org/docs/stable/generated/torch.corrcoef.html?highlight=corrcoef#torch.corrcoef) | [paddle.linalg.corrcoef](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/corrcoef_cn.html#corrcoef) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.corrcoef.md) | +| 41 | [torch.nn.functional.logsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.logsigmoid.html?highlight=logsigmoid#torch.nn.functional.logsigmoid) | [paddle.nn.functional.log_sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_sigmoid_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.log_sigmoid.md) | +| 42 | [torch.Tensor.dist](https://pytorch.org/docs/stable/generated/torch.Tensor.dist.html?highlight=dist#torch.Tensor.dist) | [paddle.Tensor.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dist-y-p-2) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.dist.md) | +| 43 | [torch.Tensor.flip](https://pytorch.org/docs/stable/generated/torch.Tensor.flip.html?highlight=flip#torch.Tensor.flip) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.flip.md) | +| 44 | [torch.nn.utils.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.html?highlight=nn+utils+weight_norm#torch.nn.utils.weight_norm) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.weight_norm.md) | +| 45 | [torch.nn.functional.cosine_similarity](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_similarity.html?highlight=cosine#torch.nn.functional.cosine_similarity) | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.cosine_similarity.md) | +| 46 | [torch.nn.Fold](https://pytorch.org/docs/stable/generated/torch.nn.Fold.html?highlight=nn+fold#torch.nn.Fold) | [paddle.nn.Fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Fold_cn.html#fold) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Fold.md) | +| 47 | [torch.nn.ModuleDict](https://pytorch.org/docs/stable/generated/torch.nn.ModuleDict.html?highlight=torch+nn+moduledict#torch.nn.ModuleDict) | [paddle.nn.LayerDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerDict_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ModuleDict.md) | +| 48 | [torch.Tensor.true\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide_.html) | paddle.Tensor.divide_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.true_divide_.md) | +| 49 | [torch.Tensor.kthvalue](https://pytorch.org/docs/stable/generated/torch.Tensor.kthvalue.html) | [paddle.Tensor.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#kthvalue-k-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.kthvalue.md) | +| 50 | [torch.nn.functional.triplet\_margin\_with\_distance\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_with_distance_loss.html?highlight=triplet_margin_with_distance_loss#torch.nn.functional.triplet_margin_with_distance_loss) | [paddle.nn.functional.triplet\_margin\_with\_distance\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_with_distance_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.triplet_margin_with_distance_loss.md) | +| 51 | [torch.Tensor.diff](https://pytorch.org/docs/stable/generated/torch.Tensor.diff.html?highlight=diff#torch.Tensor.diff) | [paddle.Tensor.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diff.md) | +| 52 | [torch.nn.functional.pairwise_distance](https://pytorch.org/docs/stable/generated/torch.nn.functional.pairwise_distance.html) | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pairwise_distance.md) | +| 53 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | [paddlenlp.generation.StoppingCriteriaList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/stopping_criteria.py#L72) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/transformers.StoppingCriteriaList.md) | +| 54 | [torch.Tensor.hsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.hsplit.html) | [paddle.Tensor.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#hsplit-num_or_indices-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hsplit.md) | +| 55 | [torch.nn.Module.add_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+add_module#torch.nn.Module.add_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.add_module.md) | +| 56 | [torch.nn.functional.unfold](https://pytorch.org/docs/stable/generated/torch.nn.functional.unfold.html#torch.nn.functional.unfold) | [paddle.nn.functional.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/unfold_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.unfold.md) | +| 57 | [torch.Tensor.quantile](https://pytorch.org/docs/stable/generated/torch.Tensor.quantile.html#torch.Tensor.quantile) | [paddle.Tensor.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#quantile-q-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.quantile.md) | +| 58 | [torch.utils.dlpack.from_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+from_dlpack#torch.utils.dlpack.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.utils.dlpack.from_dlpack.md) | +| 59 | [torch.cuda.nvtx.range_push](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_push.html?highlight=range_push#torch.cuda.nvtx.range_push) | [paddle.framework.core.nvprof\_nvtx\_push](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2465) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cuda.nvtx.range_push.md) | +| 60 | [torch.nn.ParameterDict](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterDict) | [paddle.nn.ParameterDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterDict_cn.html#parameterdict) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ParameterDict.md) | +| 61 | [torch.Tensor.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal_scatter.html?highlight=diagonal_scatter#torch.Tensor.diagonal_scatter) | [paddle.Tensor.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-scatter-x-y-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diagonal_scatter.md) | +| 62 | [torch.nn.AdaptiveMaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool1d.html?highlight=adaptivemaxpool1d#torch.nn.AdaptiveMaxPool1d) | [paddle.nn.AdaptiveMaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool1D_cn.html#adaptivemaxpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool1d.md) | +| 63 | [torch.det](https://pytorch.org/docs/stable/generated/torch.det.html?highlight=det#torch.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.det.md) | +| 64 | [torch.abs_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.abs_.md) | +| 65 | [torch.isin](https://pytorch.org/docs/stable/generated/torch.isin.html#torch.isin) | [paddle.isin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isin_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isin.md) | +| 66 | [torch.Tensor.eq](https://pytorch.org/docs/stable/generated/torch.Tensor.eq.html?highlight=eq#torch.Tensor.eq) | [paddle.Tensor.equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.eq.md) | +| 67 | [torch.Tensor.ldexp_](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp_.html) | paddle.Tensor.ldexp_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ldexp_.md) | +| 68 | [torch.nn.GaussianNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.GaussianNLLLoss) | [paddle.nn.GaussianNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GaussianNLLLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.GaussianNLLLoss.md) | +| 69 | [torch.hsplit](https://pytorch.org/docs/stable/generated/torch.hsplit.html#torch.hsplit) | [paddle.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hsplit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.hsplit.md) | +| 70 | [torch.nn.functional.gaussian\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.gaussian_nll_loss.html#torch.nn.functional.gaussian_nll_loss) | [paddle.nn.functional.gaussian\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gaussian_nll_loss_cn.html#gaussian-nll-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.gaussian_nll_loss.md) | +| 71 | [torch.Tensor.index\_fill\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill_.html?highlight=index_fill_#torch.Tensor.index_fill_) | paddle.Tensor.index_fill_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_fill_.md) | +| 72 | [torch.svd_lowrank](https://pytorch.org/docs/stable/generated/torch.svd_lowrank.html?highlight=torch+svd_lowrank#torch.svd_lowrank) | [paddle.linalg.svd_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_lowrank_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.svd_lowrank.md) | +| 73 | [torch.max_pool3d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.max_pool3d.md) | +| 74 | [torch.take](https://pytorch.org/docs/stable/generated/torch.take.html?highlight=torch+take#torch.take) | [paddle.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/take_cn.html#take) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.take.md) | +| 75 | [torch.nn.functional.adaptive\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool3d.html?highlight=adaptive_max_pool3d#torch.nn.functional.adaptive_max_pool3d) | [paddle.nn.functional.adaptive\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool3d.md) | +| 76 | [torch.kron](https://pytorch.org/docs/stable/generated/torch.kron.html#torch-kron) | [paddle.kron](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kron_cn.html#kron) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.kron.md) | +| 77 | [torch.Tensor.baddbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm.html#torch.Tensor.baddbmm) | [paddle.Tensor.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.baddbmm.md) | +| 78 | [torch.allclose](https://pytorch.org/docs/stable/generated/torch.allclose.html?highlight=allclose#torch.allclose) | [paddle.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/allclose_cn.html#allclose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.allclose.md) | +| 79 | [torch.bitwise_or](https://pytorch.org/docs/stable/generated/torch.bitwise_or.html#torch-bitwise-or) | [paddle.bitwise_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_or_cn.html#bitwise-or) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_or.md) | +| 80 | [torch.nn.utils.spectral_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.html?highlight=nn+utils+spectral_norm#torch.nn.utils.spectral_norm) | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.spectral_norm.md) | +| 81 | [torch.is\_floating\_point](https://pytorch.org/docs/stable/generated/torch.is_floating_point.html?highlight=is_floating_point#torch.is_floating_point) | [paddle.is\_floating\_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_floating_point_cn.html#is-floating-point) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.is_floating_point.md) | +| 82 | [torch.Tensor.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html?highlight=index_fill#torch.Tensor.index_fill) | [paddle.Tensor.index_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_fill_cn.html#index-fill) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_fill.md) | +| 83 | [torch.nn.functional.softplus](https://pytorch.org/docs/stable/generated/torch.nn.functional.softplus.html?highlight=softplus#torch.nn.functional.softplus) | [paddle.nn.functional.softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softplus_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softplus.md) | +| 84 | [torch.Tensor.inner](https://pytorch.org/docs/stable/generated/torch.Tensor.inner.html) | paddle.Tensor.inner | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.inner.md) | +| 85 | [torch.nn.Module.register_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_buffer) | [paddle.nn.Layer.register_buffer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-buffer-name-tensor-persistable-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_buffer.md) | +| 86 | [torch.bitwise_not](https://pytorch.org/docs/stable/generated/torch.bitwise_not.html?highlight=bitwise_not#torch.bitwise_not) | [paddle.bitwise_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_not_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_not.md) | +| 87 | [torch.istft](https://pytorch.org/docs/stable/generated/torch.istft.html?highlight=istft#torch.istft) | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.istft.md) | +| 88 | [torch.nn.functional.adaptive\_max\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool1d.html?highlight=torch+nn+functional+adaptive_max_pool1d#torch.nn.functional.adaptive_max_pool1d) | [paddle.nn.functional.adaptive\_max\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool1d_cn.html#adaptive-max-pool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool1d.md) | +| 89 | [torch.Tensor.logical\_or\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or_.html) | paddle.Tensor.logical_or_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_or_.md) | +| 90 | [torch.Tensor.gcd_](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd_.html) | paddle.Tensor.gcd_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.gcd_.md) | +| 91 | [torch.dsplit](https://pytorch.org/docs/stable/generated/torch.dsplit.html#torch.dsplit) | [paddle.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dsplit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dsplit.md) | +| 92 | [torch.nn.PairwiseDistance](https://pytorch.org/docs/stable/generated/torch.nn.PairwiseDistance.html?highlight=nn+pairwisedistance#torch.nn.PairwiseDistance) | [paddle.nn.PairwiseDistance](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PairwiseDistance_cn.html#pairwisedistance) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.PairwiseDistance.md) | +| 93 | [torch.Tensor.logical\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor_.html) | paddle.Tensor.logical_xor_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_xor_.md) | +| 94 | [torch.Tensor.hypot_](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot_.html#torch.Tensor.hypot_) | [paddle.Tensor.hypot_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot__cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hypot_.md) | +| 95 | [torch.Tensor.gcd](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd.html?highlight=torch+tensor+gcd#torch.Tensor.gcd) | [paddle.Tensor.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#gcd-x-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.gcd.md) | +| 96 | [torch.Tensor.outer](https://pytorch.org/docs/stable/generated/torch.Tensor.outer.html?highlight=outer#torch.Tensor.outer) | paddle.Tensor.outer | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.outer.md) | +| 97 | [torch.distributions.distribution.Distribution.rsample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.rsample) | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.rsample.md) | +| 98 | [torch.nn.functional.adaptive\_avg\_pool3d](https://pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.adaptive_avg_pool3d.html?highlight=adaptive_avg_pool3d#torch.ao.nn.quantized.functional.adaptive_avg_pool3d) | [paddle.nn.functional.adaptive\_avg\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool3d.md) | +| 99 | [torch.cumulative_trapezoid](https://pytorch.org/docs/stable/generated/torch.cumulative_trapezoid.html#torch.cumulative_trapezoid) | [paddle.cumulative_trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumulative_trapezoid_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cumulative_trapezoid.md) | +| 100 | [torch.nn.Softmax](https://pytorch.org/docs/stable/generated/torch.nn.Softmax.html?highlight=nn+softmax#torch.nn.Softmax) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Softmax.md) | +| 101 | [torch.utils.dlpack.to_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+to_dlpack#torch.utils.dlpack.to_dlpack) | [paddle.utils.dlpack.to_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/to_dlpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.utils.dlpack.to_dlpack.md) | +| 102 | [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html?highlight=conv3d#torch.nn.functional.conv3d) | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv3d.md) | +| 103 | [torch.nn.functional.huber_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.huber_loss.html#torch.nn.functional.huber_loss) | [paddle.nn.functional.smooth\_l1\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/smooth_l1_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.huber_loss.md) | +| 104 | [torch.tan](https://pytorch.org/docs/stable/generated/torch.tan.html) | [paddle.tan](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/tan_cn.html#tan) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.tan.md) | +| 105 | [torch.Tensor.unsqueeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze_.html#torch-tensor-unsqueeze) | [paddle.Tensor.unsqueeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unsqueeze_.md) | +| 106 | [torch.isclose](https://pytorch.org/docs/stable/generated/torch.isclose.html?highlight=isclose#torch.isclose) | [paddle.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isclose_cn.html#isclose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isclose.md) | +| 107 | [torch.nn.Unflatten](https://pytorch.org/docs/stable/generated/torch.nn.Unflatten.html?highlight=torch+nn+unflatten#torch.nn.Unflatten) | [paddle.nn.Unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unflatten_cn.html#unflatten) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Unflatten.md) | +| 108 | [torch.vander](https://pytorch.org/docs/stable/generated/torch.vander.html?highlight=vander#torch.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html#vander) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vander.md) | +| 109 | [torch.Tensor.broadcast_to](https://pytorch.org/docs/stable/generated/torch.Tensor.broadcast_to.html) | [paddle.Tensor.broadcast_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#broadcast-to-shape-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.broadcast_to.md) | +| 110 | [torch.Tensor.renorm](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm.html#torch-tensor-renorm) | paddle.Tensor.renorm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.renorm.md) | +| 111 | [torch.nn.functional.tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanhshrink.html?highlight=tanhshri#torch.nn.functional.tanhshrink) | [paddle.nn.functional.tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/tanhshrink_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanhshrink.md) | +| 112 | [torch.distributions.kl.register_kl](https://pytorch.org/docs/stable/distributions.html?highlight=register_kl#torch.distributions.kl.register_kl) | [paddle.distribution.register_kl](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/register_kl_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.kl.register_kl.md) | +| 113 | [torch.Tensor.cumsum_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum_.html) | paddle.Tensor.cumsum_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cumsum_.md) | +| 114 | [torch.distributed.rpc.remote](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.remote) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.rpc.remote.md) | +| 115 | [torch.Tensor.mode](https://pytorch.org/docs/stable/generated/torch.Tensor.mode.html) | [paddle.Tensor.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mode-axis-1-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.mode.md) | +| 116 | [torch.Tensor.fmin](https://pytorch.org/docs/stable/generated/torch.Tensor.fmin.html?highlight=fmin#torch.Tensor.fmin) | [paddle.Tensor.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html#fmin) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.fmin.md) | +| 117 | torch.relu | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html#relu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.relu.md) | +| 118 | [torch.bincount](https://pytorch.org/docs/stable/generated/torch.bincount.html?highlight=bincount#torch.bincount) | [paddle.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bincount_cn.html#bincount) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bincount.md) | +| 119 | [torch.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html#torch.Tensor.index_fill) | [paddle.index_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5900) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.index_fill.md) | +| 120 | [torch.nn.AdaptiveMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool2d.html?highlight=adaptivemaxpool2d#torch.nn.AdaptiveMaxPool2d) | [paddle.nn.AdaptiveMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool2D_cn.html#adaptivemaxpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool2d.md) | +| 121 | [torch.real](https://pytorch.org/docs/stable/generated/torch.real.html?highlight=real#torch.real) | [paddle.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/real_cn.html#real) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.real.md) | +| 122 | [torch.nn.LogSoftmax](https://pytorch.org/docs/stable/generated/torch.nn.LogSoftmax.html?highlight=nn+logsoftmax#torch.nn.LogSoftmax) | [paddle.nn.LogSoftmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LogSoftmax_cn.html#logsoftmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.LogSoftmax.md) | +| 123 | [torch.nn.functional.hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardshrink.html?highlight=hardshrink#torch.nn.functional.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardshrink.md) | +| 124 | [torch.nn.Module.register_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_parameter) | [paddle.nn.Layer.add_parameter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-parameter-name-parameter) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_parameter.md) | +| 125 | [torch.vstack](https://pytorch.org/docs/stable/generated/torch.vstack.html#torch.vstack) | [paddle.vstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vstack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vstack.md) | +| 126 | [torch.distributions.distribution.Distribution.sample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.sample) | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.sample.md) | +| 127 | [torch.nn.Module.named_buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_buffers) | [paddle.nn.Layer.named_buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-buffers-prefix-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.named_buffers.md) | +| 128 | [torch.nn.Module.named_parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+named_parameters#torch.nn.Module.named_parameters) | [paddle.nn.Layer.named_parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-parameters-prefix-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.named_parameters.md) | +| 129 | [torch.Tensor.lerp_](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp_.html) | [paddle.Tensor.lerp_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lerp_.md) | +| 130 | [torch.tile](https://pytorch.org/docs/stable/generated/torch.tile.html?highlight=tile#torch.tile) | [paddle.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tile_cn.html#tile) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.tile.md) | +| 131 | [torch.Tensor.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html#torch.nanquantile) | [paddle.Tensor.nanquantile](https://github.com/PaddlePaddle/Paddle/pull/41343) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nanquantile.md) | +| 132 | [torch.nn.Module.buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.buffers) | [paddle.nn.Layer.buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#buffers-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.buffers.md) | +| 133 | [torch.fft.ifftshift](https://pytorch.org/docs/stable/generated/torch.fft.ifftshift.html#torch.fft.ifftshift) | [paddle.fft.ifftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftshift_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.fft.ifftshift.md) | +| 134 | [torch.row_stack](https://pytorch.org/docs/stable/generated/torch.row_stack.html#torch.row_stack) | [paddle.row_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/row_stack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.row_stack.md) | +| 135 | [torch.Tensor.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.atan2.md) | +| 136 | [torch.nn.Softshrink](https://pytorch.org/docs/stable/generated/torch.nn.Softshrink.html?highlight=nn+softshrink#torch.nn.Softshrink) | [paddle.nn.Softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softshrink_cn.html#softshrink) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Softshrink.md) | +| 137 | [torch.hstack](https://pytorch.org/docs/stable/generated/torch.hstack.html#torch.hstack) | [paddle.hstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hstack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.hstack.md) | +| 138 | [transformers.generation.LogitsProcessor](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#logitsprocessor) | [paddlenlp.generation.LogitsProcessor](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/logits_process.py#L26) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/transformers.generation.LogitsProcessor.md) | +| 139 | [torch.nn.GLU](https://pytorch.org/docs/stable/generated/torch.nn.GLU.html#torch.nn.GLU) | [paddle.nn.GLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GLU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.GLU.md) | +| 140 | [torch.Tensor.igammac](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac.html#torch.Tensor.igammac) | [paddle.Tensor.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc_cn.html#gammaincc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igammac.md) | +| 141 | [torch.Tensor.index_put](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put.html?highlight=index_put#torch.Tensor.index_put) | [paddle.Tensor.index_put](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_put_cn.html#index-put) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_put.md) | +| 142 | [torch.Tensor.select_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.select_scatter.html#torch-select-scatter) | [paddle.Tensor.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.select_scatter.md) | +| 143 | [torch.Tensor.logaddexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp.html#torch.Tensor.logaddexp) | [paddle.Tensor.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logaddexp.md) | +| 144 | [torch.nn.ParameterList](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterList) | [paddle.nn.ParameterList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterList_cn.html#parameterlist) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ParameterList.md) | +| 145 | [torch.from_dlpack](https://pytorch.org/docs/stable/generated/torch.from_dlpack.html?highlight=from_dlpack#torch.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.from_dlpack.md) | +| 146 | [torch.Tensor.logical\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and_.html) | paddle.Tensor.logical_and_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_and_.md) | +| 147 | [torch.distributed.rpc.get\_worker\_info](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.get_worker_info) | [paddle.distributed.rpc.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/get_worker_info_cn.html#cn-api-distributed-rpc-get-worker-info) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.rpc.get_worker_info.md) | +| 148 | [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html?highlight=conv1d#torch.nn.functional.conv1d) | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv1d.md) | +| 149 | [torch.Tensor.renorm_](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm_.html#torch-tensor-renorm_) | paddle.Tensor.renorm_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.renorm_.md) | +| 150 | [torch.Tensor.fmax](https://pytorch.org/docs/stable/generated/torch.Tensor.fmax.html?highlight=fmax#torch.Tensor.fmax) | [paddle.Tensor.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html#fmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.fmax.md) | +| 151 | [torch.diagonal](https://pytorch.org/docs/stable/generated/torch.diagonal.html?highlight=diagonal#torch.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagonal.md) | +| 152 | [torch.histogramdd](https://pytorch.org/docs/stable/generated/torch.histogramdd.html#torch-histogramdd) | [paddle.histogramdd](https://github.com/PaddlePaddle/Paddle/blob/a19227d9ee0e351363a4bb27b50b1becbec58a6c/python/paddle/tensor/linalg.py#L3875) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.histogramdd.md) | +| 153 | [torch.dist](https://pytorch.org/docs/stable/generated/torch.dist.html?highlight=dist#torch.dist) | [paddle.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dist_cn.html#dist) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dist.md) | +| 154 | [torch.Tensor.tensor_split](https://pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.html) | [paddle.Tensor.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor_split-num_or_indices-axis-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.tensor_split.md) | +| 155 | [torch.Tensor.nansum](https://pytorch.org/docs/stable/generated/torch.Tensor.nansum.html?highlight=nansum#torch.Tensor.nansum) | paddle.Tensor.nansum | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nansum.md) | +| 156 | [torch.Tensor.std](https://pytorch.org/docs/stable/generated/torch.Tensor.std.html?highlight=torch+tensor+std#torch.Tensor.std) | [paddle.Tensor.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#std-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.std.md) | +| 157 | [torch.Tensor.bitwise\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor_.html) | paddle.Tensor.bitwise_xor_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_xor_.md) | +| 158 | [torch.Tensor.diag](https://pytorch.org/docs/stable/generated/torch.Tensor.diag.html?highlight=diag#torch.Tensor.diag) | [paddle.Tensor.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html#diag) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diag.md) | +| 159 | [torch.linalg.lstsq](https://pytorch.org/docs/stable/generated/torch.linalg.lstsq.html?highlight=lstsq#torch.linalg.lstsq) | [paddle.linalg.lstsq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lstsq_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.lstsq.md) | +| 160 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | [paddle.nn.Unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unfold_cn.html#unfold) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Unfold.md) | +| 161 | [torch.nn.Flatten](https://pytorch.org/docs/stable/generated/torch.nn.Flatten.html?highlight=nn+flatten#torch.nn.Flatten) | [paddle.nn.Flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Flatten_cn.html#flatten) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Flatten.md) | +| 162 | [torch.bitwise_and](https://pytorch.org/docs/stable/generated/torch.bitwise_and.html#torch.bitwise_and) | [paddle.bitwise_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_and_cn.html#bitwise-and) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_and.md) | +| 163 | [torch.Tensor.squeeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.squeeze_.html#torch-tensor-squeeze) | [paddle.Tensor.squeeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id19) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.squeeze_.md) | +| 164 | [torch.sparse.addmm](https://pytorch.org/docs/stable/generated/torch.sparse.addmm.html?highlight=addmm#torch.sparse.addmm) | [paddle.sparse.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/addmm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.sparse.addmm.md) | +| 165 | [torch.rot90](https://pytorch.org/docs/stable/generated/torch.rot90.html?highlight=torch+rot90#torch.rot90) | [paddle.rot90](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rot90_cn.html#rot90) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.rot90.md) | +| 166 | [torch.nn.functional.pdist](https://pytorch.org/docs/stable/generated/torch.nn.functional.pdist.html#torch.nn.functional.pdist) | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pdist.md) | +| 167 | [torch.Tensor.unflatten](https://pytorch.org/docs/stable/generated/torch.Tensor.unflatten.html#torch.Tensor.unflatten) | [paddle.Tensor.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unflatten-axis-shape-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unflatten.md) | +| 168 | [torch.squeeze](https://pytorch.org/docs/stable/generated/torch.squeeze.html?highlight=squeeze#torch.squeeze) | [paddle.squeeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/squeeze_cn.html#squeeze) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.squeeze.md) | +| 169 | [torch.nn.utils.remove\_weight\_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.remove_weight_norm.html?highlight=nn+utils+remove_weight_norm#torch.nn.utils.remove_weight_norm) | [paddle.nn.utils.remove\_weight\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/remove_weight_norm_cn.html#remove-weight-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.remove_weight_norm.md) | +| 170 | [torch.Tensor.baddbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm_.html#torch.Tensor.baddbmm_) | [paddle.Tensor.baddbmm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.baddbmm_.md) | +| 171 | [torch.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html#torch.Tensor.masked_fill) | [paddle.masked_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5111) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.masked_fill.md) | +| 172 | [torch.special.log_softmax](https://pytorch.org/docs/stable/special.html#torch.special.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.special.log_softmax.md) | +| 173 | [torch.Tensor.unfold](https://pytorch.org/docs/stable/generated/torch.Tensor.unfold.html?highlight=unfold#torch.Tensor.unfold) | [paddle.Tensor.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unfold-x-axis-size-step-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unfold.md) | +| 174 | [torch.Tensor.addmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm_.html) | paddle.Tensor.addmm_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.addmm_.md) | +| 175 | [torch.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html#celu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.celu.md) | +| 176 | [torch.nn.functional.grid_sample](https://pytorch.org/docs/stable/generated/torch.nn.functional.grid_sample.html?highlight=grid_sample#torch.nn.functional.grid_sample) | [paddle.nn.functional.grid_sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/grid_sample_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.grid_sample.md) | +| 177 | [torch.diagflat](https://pytorch.org/docs/stable/generated/torch.diagflat.html?highlight=diagflat#torch.diagflat) | [paddle.diagflat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagflat_cn.html#diagflat) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagflat.md) | +| 178 | [torch.Tensor.vsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.vsplit.html) | [paddle.Tensor.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#vsplit-num_or_indices-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.vsplit.md) | +| 179 | [torch.movedim](https://pytorch.org/docs/stable/generated/torch.movedim.html?highlight=movedim#torch.movedim) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.movedim.md) | +| 180 | [torch.Tensor.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor.html) | paddle.Tensor.bitwise_xor | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_xor.md) | +| 181 | [torch.cdist](https://pytorch.org/docs/stable/generated/torch.cdist.html#torch.cdist) | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cdist.md) | +| 182 | [torch.fft.fftshift](https://pytorch.org/docs/stable/generated/torch.fft.fftshift.html#torch.fft.fftshift) | [paddle.fft.fftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftshift_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.fft.fftshift.md) | +| 183 | [torch.nn.functional.softsign](https://pytorch.org/docs/stable/generated/torch.nn.functional.softsign.html?highlight=softsign#torch.nn.functional.softsign) | [paddle.nn.functional.softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softsign_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softsign.md) | +| 184 | [torch.nn.ModuleList](https://pytorch.org/docs/stable/generated/torch.nn.ModuleList.html?highlight=torch+nn+modulelist#torch.nn.ModuleList) | [paddle.nn.LayerList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerList_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ModuleList.md) | +| 185 | [torch.Tensor.cross](https://pytorch.org/docs/stable/generated/torch.Tensor.cross.html?highlight=cross#torch.Tensor.cross) | [paddle.Tensor.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cross-y-axis-none-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cross.md) | +| 186 | [torch.Tensor.ger](https://pytorch.org/docs/stable/generated/torch.Tensor.ger.html?highlight=torch+tensor+ger#torch.Tensor.ger) | paddle.Tensor.outer | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ger.md) | +| 187 | [torch.Tensor.isclose](https://pytorch.org/docs/stable/generated/torch.Tensor.isclose.html) | [paddle.Tensor.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isclose-x-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.isclose.md) | +| 188 | [torch.kthvalue](https://pytorch.org/docs/stable/generated/torch.kthvalue.html?highlight=kthvalue#torch.kthvalue) | [paddle.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kthvalue_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.kthvalue.md) | +| 189 | [torch.nn.functional.hardtanh_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.hardtanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardtanh_.md) | +| 190 | [torch.Tensor.lerp](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp.html) | [paddle.Tensor.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lerp.md) | +| 191 | [torch.Tensor.addmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm.html) | paddle.Tensor.addmm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.addmm.md) | +| 192 | [torch.Tensor.igammac_](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac_.html#torch.Tensor.igammac_) | [paddle.Tensor.gammaincc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc__cn.html#gammaincc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igammac_.md) | +| 193 | [torch.nn.functional.glu](https://pytorch.org/docs/stable/generated/torch.nn.functional.glu.html?highlight=glu#torch.nn.functional.glu) | [paddle.nn.functional.glu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/glu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.glu.md) | +| 194 | [torch.Tensor.orgqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.Tensor.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.orgqr.md) | +| 195 | [torch.positive](https://pytorch.org/docs/stable/generated/torch.positive.html#torch-positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.positive.md) | +| 196 | [torch.moveaxis](https://pytorch.org/docs/stable/generated/torch.moveaxis.html?highlight=moveaxis#torch.moveaxis) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.moveaxis.md) | +| 197 | [torch.nn.functional.adaptive\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool2d.html?highlight=adaptive_max_pool2d#torch.nn.functional.adaptive_max_pool2d) | [paddle.nn.functional.adaptive\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool2d.md) | +| 198 | [torch.Tensor.hypot](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot.html#torch.Tensor.hypot) | [paddle.Tensor.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hypot.md) | +| 199 | [torch.nn.Hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.Hardshrink.html?highlight=hardshrink#torch.nn.Hardshrink) | [paddle.nn.Hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardshrink_cn.html#hardshrink) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Hardshrink.md) | +| 200 | [torch.trace](https://pytorch.org/docs/stable/generated/torch.trace.html?highlight=trace#torch.trace) | [paddle.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trace_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trace.md) | +| 201 | [torch.Tensor.igamma](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma.html#torch.Tensor.igamma) | [paddle.Tensor.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc_cn.html#gammainc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igamma.md) | +| 202 | [torch.profiler.schedule](https://pytorch.org/docs/stable/profiler.html#torch.profiler.schedule) | [paddle.profiler.make_scheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/make_scheduler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.profiler.schedule.md) | +| 203 | [torch.Tensor.hardshrink](https://pytorch.org/docs/stable/generated/torch.Tensor.hardshrink.html?highlight=torch+tensor+hardshrink#torch.Tensor.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html#hardshrink) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hardshrink.md) | +| 204 | [torch.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.bitwise_xor.html) | [paddle.bitwise_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_xor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_xor.md) | +| 205 | [torch.conj](https://pytorch.org/docs/stable/generated/torch.conj.html?highlight=conj#torch.conj) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.conj.md) | +| 206 | [torch.pinverse](https://pytorch.org/docs/stable/generated/torch.pinverse.html?highlight=pinverse#torch.pinverse) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html#pinv) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.pinverse.md) | +| 207 | [torch.nn.functional.relu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu_.html?highlight=relu_#torch.nn.functional.relu_) | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu_.md) | +| 208 | [torch.Tensor.diagonal](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal.html?highlight=diagonal#torch.Tensor.diagonal) | [paddle.Tensor.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diagonal.md) | +| 209 | [torch.Tensor.pow_](https://pytorch.org/docs/stable/generated/torch.Tensor.pow_.html) | paddle.Tensor.pow_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.pow_.md) | +| 210 | [torch.nn.functional.affine_grid](https://pytorch.org/docs/stable/generated/torch.nn.functional.affine_grid.html?highlight=affine_grid#torch.nn.functional.affine_grid) | [paddle.nn.functional.affine_grid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/affine_grid_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.affine_grid.md) | +| 211 | [torch.select_scatter](https://pytorch.org/docs/stable/generated/torch.select_scatter.html#torch-select-scatter) | [paddle.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/select_scatter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.select_scatter.md) | +| 212 | [torch.dstack](https://pytorch.org/docs/stable/generated/torch.dstack.html#torch.dstack) | [paddle.dstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dstack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dstack.md) | +| 213 | [torch.as_strided](https://pytorch.org/docs/stable/generated/torch.as_strided.html?highlight=as_strided#torch.as_strided) | [paddle.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/as_strided_cn.html#as-strided) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.as_strided.md) | +| 214 | [torch.linalg.matrix_exp](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_exp.html#torch.linalg.matrix_exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.matrix_exp.md) | +| 215 | [torchvision.io.read_file](https://pytorch.org/vision/main/generated/torchvision.io.read_file.html) | [paddle.vision.ops.read_file](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/read_file_cn.html#cn-api-paddle-vision-ops-read-file) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torchvision.io.read_file.md) | +| 216 | [torch.dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dropout.md) | +| 217 | [torch.Tensor.ormqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ormqr.md) | +| 218 | [torch.nn.functional.local\_response\_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.local_response_norm.html?highlight=local_response_norm#torch.nn.functional.local_response_norm) | [paddle.nn.functional.local\_response\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/local_response_norm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.local_response_norm.md) | +| 219 | [torch.Tensor.roll](https://pytorch.org/docs/stable/generated/torch.Tensor.roll.html?highlight=torch+tensor+roll#torch.Tensor.roll) | [paddle.Tensor.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.roll.md) | +| 220 | [torch.Tensor.bitwise\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and_.html) | paddle.Tensor.bitwise_and_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_and_.md) | +| 221 | [torch.nn.functional.softshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.softshrink.html?highlight=softshrink#torch.nn.functional.softshrink) | [paddle.nn.functional.softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softshrink_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softshrink.md) | +| 222 | [torch.nn.functional.relu6](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu6.html?highlight=relu6#torch.nn.functional.relu6) | [paddle.nn.functional.relu6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu6_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu6.md) | +| 223 | [torch.Tensor.lcm](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm.html) | paddle.Tensor.lcm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lcm.md) | +| 224 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.from_numpy.md) | +| 225 | [torch.combinations](https://pytorch.org/docs/stable/generated/torch.combinations.html#torch.combinations) | [paddle.combinations](https://github.com/PaddlePaddle/Paddle/blob/8932f1c5e26788ab1eed226e70fafb1ea67ce737/python/paddle/tensor/math.py#L7099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.combinations.md) | +| 226 | [torch.Tensor.maximum](https://pytorch.org/docs/stable/generated/torch.Tensor.maximum.html#torch.Tensor.maximum) | [paddle.Tensor.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#maximum-y-axis-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.maximum.md) | +| 227 | [torch.Tensor.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky_solve.html#torch-tensor-cholesky-solve) | paddle.Tensor.cholesky_solve | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cholesky_solve.md) | +| 228 | [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html?highlight=conv2d#torch.nn.functional.conv2d) | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv2d.md) | ### 4. paddle 参数更多 **分类简介** @@ -864,128 +864,128 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.nn.functional.max_unpool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool3d.html?highlight=max_unpool3d#torch.nn.functional.max_unpool3d) | [paddle.nn.functional.max_unpool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.max_unpool3d.md) | -| 2 | [torch.nn.functional.group_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.group_norm.html#torch.nn.functional.group_norm) | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.group_norm.md) | -| 3 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | [paddle.nn.functional.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pad_cn.html#pad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.pad.md) | -| 4 | [torch.nn.functional.conv_transpose2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose2d.html?highlight=conv_#torch.nn.functional.conv_transpose2d) | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv_transpose2d.md) | -| 5 | [torch.nn.functional.max_unpool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool2d.html?highlight=max_unpool2d#torch.nn.functional.max_unpool2d) | [paddle.nn.functional.max_unpool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.max_unpool2d.md) | -| 6 | [torch.nn.functional.conv_transpose1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose1d.html?highlight=conv_trans#torch.nn.functional.conv_transpose1d) | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv_transpose1d.md) | -| 7 | [torch.nn.functional.hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardsigmoid.html) | [paddle.nn.functional.hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.hardsigmoid.md) | -| 8 | [torch.nn.functional.pixel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_shuffle.html?highlight=pixel_shuffle#torch.nn.functional.pixel_shuffle) | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.pixel_shuffle.md) | -| 9 | [torch.nn.functional.conv_transpose3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose3d.html?highlight=conv_#torch.nn.functional.conv_transpose3d) | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv_transpose3d.md) | -| 10 | [torch.nn.functional.pixel_unshuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_unshuffle.html?highlight=pixel_unshuffle#torch.nn.functional.pixel_unshuffle) | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.pixel_unshuffle.md) | -| 11 | [torch.nn.functional.lp_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool1d.html#torch.nn.functional.lp_pool1d) | [paddle.nn.functional.lp_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool1d_cn.html#lp-pool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.lp_pool1d.md) | -| 12 | [torch.nn.functional.max_unpool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool1d.html?highlight=max_unpool1d#torch.nn.functional.max_unpool1d) | [paddle.nn.functional.max_unpool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.max_unpool1d.md) | -| 13 | [torch.nn.functional.upsample](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample.html?highlight=upsample#torch.nn.functional.upsample) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.upsample.md) | -| 14 | [torch.nn.functional.prelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.prelu.html?highlight=prelu#torch.nn.functional.prelu) | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.prelu.md) | -| 15 | [torch.nn.functional.upsample_bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_bilinear.html#torch.nn.functional.upsample_bilinear) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.upsample_bilinear.md) | -| 16 | [torch.nn.functional.upsample_nearest](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_nearest.html#torch.nn.functional.upsample_nearest) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.upsample_nearest.md) | -| 17 | [torch.nn.functional.channel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html) | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.channel_shuffle.md) | -| 18 | [torch.nn.functional.lp_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool2d.html#torch.nn.functional.lp_pool2d) | [paddle.nn.functional.lp_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool2d_cn.html#lp-pool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.lp_pool2d.md) | -| 19 | [torch.Tensor.cummin](https://pytorch.org/docs/stable/generated/torch.Tensor.cummin.html?highlight=cummin#torch.Tensor.cummin) | [paddle.Tensor.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummin-x-axis-none-dtype-int64-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cummin.md) | -| 20 | [torch.Tensor.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_right_shift.md) | -| 21 | [torch.Tensor.corrcoef](https://pytorch.org/docs/stable/generated/torch.Tensor.corrcoef.html#torch.Tensor.corrcoef) | paddle.Tensor.corrcoef | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.corrcoef.md) | -| 22 | [torch.Tensor.take](https://pytorch.org/docs/stable/generated/torch.Tensor.take.html#torch.Tensor.take) | [paddle.Tensor.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#take-index-mode-raise-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.take.md) | -| 23 | [torch.Tensor.count_nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.count_nonzero.html#torch.Tensor.count_nonzero) | [paddle.Tensor.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#count-nonzero-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.count_nonzero.md) | -| 24 | [torch.Tensor.to\_sparse\_coo](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_coo.html) | paddle.Tensor.to_sparse_coo | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_sparse_coo.md) | -| 25 | [torch.Tensor.uniform_](https://pytorch.org/docs/stable/generated/torch.Tensor.uniform_.html#torch-tensor-uniform) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#uniform-min-1-0-max-1-0-seed-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.uniform_.md) | -| 26 | [torch.Tensor.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.Tensor.unique_consecutive.html#torch.Tensor.unique_consecutive) | paddle.Tensor.unique_consecutive | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.unique_consecutive.md) | -| 27 | [torch.Tensor.cov](https://pytorch.org/docs/stable/generated/torch.Tensor.cov.html#torch.Tensor.cov) | paddle.Tensor.cov | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cov.md) | -| 28 | [torch.Tensor.fliplr](https://pytorch.org/docs/stable/generated/torch.Tensor.fliplr.html?highlight=fliplr#torch.Tensor.fliplr) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fliplr.md) | -| 29 | [torch.Tensor.cummax](https://pytorch.org/docs/stable/generated/torch.Tensor.cummax.html?highlight=cummax#torch.Tensor.cummax) | [paddle.Tensor.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummax-x-axis-none-dtype-int64-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cummax.md) | -| 30 | [torch.Tensor.argwhere](https://pytorch.org/docs/stable/generated/torch.Tensor.argwhere.html#torch.Tensor.argwhere) | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.argwhere.md) | -| 31 | [torch.Tensor.fill\_diagonal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_diagonal_.html?highlight=fill_diagonal_#torch.Tensor.fill_diagonal_) | [paddle.Tensor.fill\_diagonal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-diagonal-x-value-offset-0-wrap-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fill_diagonal_.md) | -| 32 | [torch.Tensor.pinverse](https://pytorch.org/docs/stable/generated/torch.Tensor.pinverse.html#torch.Tensor.pinverse) | paddle.Tensor.pinv | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.pinverse.md) | -| 33 | [torch.Tensor.bitwise\_left\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift_.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_left_shift_.md) | -| 34 | [torch.Tensor.lu_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.lu_solve.html#torch-tensor-lu-solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lu_solve.md) | -| 35 | [torch.Tensor.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logcumsumexp.html?highlight=logcumsumexp#torch.Tensor.logcumsumexp) | [paddle.Tensor.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logcumsumexp.md) | -| 36 | [torch.Tensor.bitwise\_right\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift_.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_right_shift_.md) | -| 37 | [torch.Tensor.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bitwise_left_shift.md) | -| 38 | [torch.Tensor.flipud](https://pytorch.org/docs/stable/generated/torch.Tensor.flipud.html?highlight=flipud#torch.Tensor.flipud) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.flipud.md) | -| 39 | [torch.Tensor.trace](https://pytorch.org/docs/stable/generated/torch.Tensor.trace.html#torch-tensor-trace) | [paddle.Tensor.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trace-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.trace.md) | -| 40 | [torch.Tensor.median](https://pytorch.org/docs/stable/generated/torch.Tensor.median.html) | [paddle.Tensor.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#median-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.median.md) | -| 41 | [torch.Tensor.nanmedian](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmedian.html) | [paddle.Tensor.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nanmedian-axis-none-keepdim-true-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nanmedian.md) | -| 42 | [torch.linalg.vander](https://pytorch.org/docs/stable/generated/torch.linalg.vander.html#torch.linalg.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.vander.md) | -| 43 | [torch.autograd.profiler.profile.export\_chrome\_trace](https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.export_chrome_trace.html#torch.autograd.profiler.profile.export_chrome_trace) | [paddle.profiler.export\_chrome\_tracing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/export_chrome_tracing_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.profiler.profile.export_chrome_trace.md) | -| 44 | [torch.autograd.Function.backward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.backward.html#torch.autograd.Function.backward) | [paddle.autograd.PyLayer.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#backward-ctx-args-kwargs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.Function.backward.md) | -| 45 | [torch.cpu.amp.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.cpu.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.cpu.amp.autocast.md) | -| 46 | [torch.optim.Optimizer](https://pytorch.org/docs/stable/optim.html#torch.optim.Optimizer) | [paddle.optimizer.Optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.md) | -| 47 | [torch.optim.LBFGS](https://pytorch.org/docs/stable/generated/torch.optim.LBFGS.html) | [paddle.optimizer.LBFGS](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/LBFGS_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.LBFGS.md) | -| 48 | [torch.nn.Module.modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.modules) | [paddle.nn.Layer.sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Layer_cn.html#sublayers-include-self-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nn.Module.modules.md) | -| 49 | [torch.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.selu.md) | -| 50 | [torch.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_right_shift.html) | [paddle.bitwise\_right\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_right_shift_cn.html#bitwise-right-shift) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bitwise_right_shift.md) | -| 51 | [torch.nansum](https://pytorch.org/docs/stable/generated/torch.nansum.html) | [paddle.nansum](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nansum_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nansum.md) | -| 52 | [torch.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_left_shift.html) | [paddle.bitwise\_left\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_left_shift_cn.html#bitwise-left-shift) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bitwise_left_shift.md) | -| 53 | [torch.flipud](https://pytorch.org/docs/stable/generated/torch.flipud.html?highlight=flipud#torch.flipud) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.flipud.md) | -| 54 | [torch.fliplr](https://pytorch.org/docs/stable/generated/torch.fliplr.html?highlight=fliplr#torch.fliplr) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.fliplr.md) | -| 55 | [torch.cov](https://pytorch.org/docs/stable/generated/torch.cov.html?highlight=cov#torch.cov) | [paddle.linalg.cov](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cov_cn.html#cov) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cov.md) | -| 56 | [torch.count_nonzero](https://pytorch.org/docs/stable/generated/torch.count_nonzero.html?highlight=count_nonzero#torch.count_nonzero) | [paddle.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/count_nonzero_cn.html#count-nonzero) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.count_nonzero.md) | -| 57 | [torch.cuda.LongTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.LongTensor.md) | -| 58 | [torch.cuda.FloatTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.FloatTensor.md) | -| 59 | [torch.cuda.ByteTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.ByteTensor.md) | -| 60 | [torch.cuda.DoubleTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.DoubleTensor.md) | -| 61 | [torch.cuda.HalfTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.HalfTensor.md) | -| 62 | [torch.cuda.ShortTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.ShortTensor.md) | -| 63 | [torch.cuda.BoolTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.BoolTensor.md) | -| 64 | [torch.cuda.IntTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.IntTensor.md) | -| 65 | [torch.cuda.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.amp.autocast.md) | -| 66 | [torch.nn.Module.double](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.double) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.double.md) | -| 67 | [torch.nn.MaxUnpool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool3d.html?highlight=maxunpool3d#torch.nn.MaxUnpool3d) | [paddle.nn.MaxUnPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MaxUnpool3d.md) | -| 68 | [torch.nn.LazyConv2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv2d.html) | [paddle.nn.Conv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2D_cn.html#conv2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyConv2d.md) | -| 69 | [torch.nn.Module.bfloat16](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.bfloat16) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.bfloat16.md) | -| 70 | [torch.nn.Upsample](https://pytorch.org/docs/stable/generated/torch.nn.Upsample.html?highlight=upsample#torch.nn.Upsample) | [paddle.nn.Upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Upsample.md) | -| 71 | [torch.nn.Module.cpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.cpu.md) | -| 72 | [torch.nn.LazyConv3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv3d.html) | [paddle.nn.Conv3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3D_cn.html#conv3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyConv3d.md) | -| 73 | [torch.nn.Module.state_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.state_dict) | [paddle.nn.Layer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#state-dict-destination-none-include-sublayers-true-use-hook-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.state_dict.md) | -| 74 | [torch.nn.ConstantPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad1d.html?highlight=constantpad1d#torch.nn.ConstantPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ConstantPad1d.md) | -| 75 | [torch.nn.Module.named_modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_modules) | [paddle.nn.Layer.named_sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-sublayers-prefix-include-self-false-layers-set-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.named_modules.md) | -| 76 | [torch.nn.LazyConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose1d.html) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyConvTranspose1d.md) | -| 77 | [torch.nn.Module.half](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.half) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.half.md) | -| 78 | [torch.nn.LazyBatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm3d.html) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyBatchNorm3d.md) | -| 79 | [torch.nn.LazyInstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm2d.html) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyInstanceNorm2d.md) | -| 80 | [torch.nn.CircularPad3d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad3d.html#circularpad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.CircularPad3d.md) | -| 81 | [torch.nn.UpsamplingBilinear2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingBilinear2d.html?highlight=upsamplingbilinear2d#torch.nn.UpsamplingBilinear2d) | [paddle.nn.UpsamplingBilinear2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingBilinear2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.UpsamplingBilinear2d.md) | -| 82 | [torch.nn.LazyInstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm1d.html) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyInstanceNorm1d.md) | -| 83 | [torch.nn.PixelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelShuffle.html?highlight=pixel#torch.nn.PixelShuffle) | [paddle.nn.PixelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelShuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.PixelShuffle.md) | -| 84 | [torch.nn.MaxUnpool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool2d.html?highlight=maxunpool2d#torch.nn.MaxUnpool2d) | [paddle.nn.MaxUnPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MaxUnpool2d.md) | -| 85 | [torch.nn.ConstantPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad2d.html?highlight=pad#torch.nn.ConstantPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ConstantPad2d.md) | -| 86 | [torch.nn.LocalResponseNorm](https://pytorch.org/docs/stable/generated/torch.nn.LocalResponseNorm.html?highlight=localre#torch.nn.LocalResponseNorm) | [paddle.nn.LocalResponseNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LocalResponseNorm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LocalResponseNorm.md) | -| 87 | [torch.nn.LPPool2d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool2d.html#lppool2d) | [paddle.nn.LPPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool2D_cn.html#lppool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LPPool2d.md) | -| 88 | [torch.nn.Module.float](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.float) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.float.md) | -| 89 | [torch.nn.AdaptiveAvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.html) | [paddle.nn.AdaptiveAvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool2D_cn.html#adaptiveavgpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveAvgPool2d.md) | -| 90 | [torch.nn.LazyLinear](https://pytorch.org/docs/stable/generated/torch.nn.LazyLinear.html) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyLinear.md) | -| 91 | [torch.nn.LazyConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose2d.html) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyConvTranspose2d.md) | -| 92 | [torch.nn.LazyBatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm1d.html) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyBatchNorm1d.md) | -| 93 | [torch.nn.MaxUnpool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool1d.html?highlight=maxunpool1d#torch.nn.MaxUnpool1d) | [paddle.nn.MaxUnPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool1D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MaxUnpool1d.md) | -| 94 | [torch.nn.LPPool1d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool1d.html#lppool1d) | [paddle.nn.LPPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool1D_cn.html#lppool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LPPool1d.md) | -| 95 | [torch.nn.LazyInstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm3d.html) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyInstanceNorm3d.md) | -| 96 | [torch.nn.Softmax2d](https://pytorch.org/docs/stable/generated/torch.nn.Softmax2d.html?highlight=softmax2d#torch.nn.Softmax2d) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softmax2d.md) | -| 97 | [torch.nn.ChannelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html?highlight=channelshuffle#torch.nn.ChannelShuffle) | [paddle.nn.ChannelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ChannelShuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ChannelShuffle.md) | -| 98 | [torch.nn.LazyConv1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv1d.html) | [paddle.nn.Conv1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1D_cn.html#conv1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyConv1d.md) | -| 99 | [torch.nn.Module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module#torch.nn.Module) | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.md) | -| 100 | [torch.nn.UpsamplingNearest2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingNearest2d.html?highlight=upsampl#torch.nn.UpsamplingNearest2d) | [paddle.nn.UpsamplingNearest2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingNearest2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.UpsamplingNearest2d.md) | -| 101 | [torch.nn.LazyBatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm2d.html) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyBatchNorm2d.md) | -| 102 | [torch.nn.Module.cuda](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cuda) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.cuda.md) | -| 103 | [torch.nn.ConstantPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad3d.html?highlight=pad#torch.nn.ConstantPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ConstantPad3d.md) | -| 104 | [torch.nn.AdaptiveAvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.html) | [paddle.nn.AdaptiveAvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool3D_cn.html#adaptiveavgpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveAvgPool3d.md) | -| 105 | [torch.nn.PixelUnshuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelUnshuffle.html?highlight=pixel#torch.nn.PixelUnshuffle) | [paddle.nn.PixelUnshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelUnshuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.PixelUnshuffle.md) | -| 106 | [torch.nn.ZeroPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad2d.html?highlight=zeropad#torch.nn.ZeroPad2d) | [paddle.nn.ZeroPad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ZeroPad2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ZeroPad2d.md) | -| 107 | [torch.nn.LazyConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose3d.html) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LazyConvTranspose3d.md) | -| 108 | [torch.utils.data.BatchSampler](https://pytorch.org/docs/stable/data.html?highlight=batchsampler#torch.utils.data.BatchSampler) | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.BatchSampler.md) | -| 109 | [flash\_attn.ops.rms\_norm.rms\_norm](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/ops/rms_norm.py#L14) | [paddle.incubate.nn.functional.fused\_rms\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/incubate/nn/functional/fused_rms_norm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.ops.rms_norm.rms_norm.md) | -| 110 | [torchvision.ops.nms](https://pytorch.org/vision/main/generated/torchvision.ops.nms.html) | [paddle.vision.ops.nms](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/nms_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.nms.md) | -| 111 | [torchvision.transforms.RandomHorizontalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomHorizontalFlip.html?highlight=randomhorizontalflip#torchvision.transforms.RandomHorizontalFlip) | [paddle.vision.transforms.RandomHorizontalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomHorizontalFlip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.RandomHorizontalFlip.md) | -| 112 | [torchvision.transforms.RandomCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomCrop.html) | [paddle.vision.transforms.RandomCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomCrop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.RandomCrop.md) | -| 113 | [torchvision.transforms.ColorJitter](https://pytorch.org/vision/main/generated/torchvision.transforms.ColorJitter.html) | [paddle.vision.transforms.ColorJitter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ColorJitter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.ColorJitter.md) | -| 114 | [torchvision.transforms.Pad](https://pytorch.org/vision/main/generated/torchvision.transforms.Pad.html) | [paddle.vision.transforms.Pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Pad__upper_cn.html#pad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.Pad.md) | -| 115 | [torchvision.transforms.RandomErasing](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomErasing.html?highlight=randomerasing#torchvision.transforms.RandomErasing) | [paddle.vision.transforms.RandomErasing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomErasing_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.RandomErasing.md) | -| 116 | [torchvision.transforms.RandomVerticalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomVerticalFlip.html) | [paddle.vision.transforms.RandomVerticalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomVerticalFlip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transform.RandomVerticalFlip.md) | -| 117 | [torchvision.ops.deform_conv2d](https://pytorch.org/vision/main/generated/torchvision.ops.deform_conv2d.html) | [paddle.vision.ops.deform_conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/deform_conv2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.deform_conv2d.md) | -| 118 | [torchvision.transforms.Grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.Grayscale.html) | [paddle.vision.transforms.Grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Grayscale_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.Grayscale.md) | -| 119 | [torchvision.transforms.CenterCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.CenterCrop.html) | [paddle.vision.transforms.CenterCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/CenterCrop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.CenterCrop.md) | -| 120 | [torchvision.transforms.ToTensor](https://pytorch.org/vision/main/generated/torchvision.transforms.ToTensor.html?highlight=totensor#torchvision.transforms.ToTensor) | [paddle.vision.transforms.ToTensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ToTensor_cn.html#totensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.ToTensor.md) | -| 121 | [torchvision.transforms.functional.to_tensor](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_tensor.html) | [paddle.vision.transforms.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.to_tensor.md) | -| 122 | [torchvision.ops.DeformConv2d](https://pytorch.org/vision/main/generated/torchvision.ops.DeformConv2d.html) | [paddle.vision.ops.DeformConv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/DeformConv2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.DeformConv2d.md) | +| 1 | [torchvision.ops.nms](https://pytorch.org/vision/main/generated/torchvision.ops.nms.html) | [paddle.vision.ops.nms](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/nms_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.nms.md) | +| 2 | [torch.Tensor.cummin](https://pytorch.org/docs/stable/generated/torch.Tensor.cummin.html?highlight=cummin#torch.Tensor.cummin) | [paddle.Tensor.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummin-x-axis-none-dtype-int64-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cummin.md) | +| 3 | [torch.nn.functional.max_unpool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool3d.html?highlight=max_unpool3d#torch.nn.functional.max_unpool3d) | [paddle.nn.functional.max_unpool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool3d.md) | +| 4 | [torch.Tensor.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_right_shift.md) | +| 5 | [torch.nn.functional.group_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.group_norm.html#torch.nn.functional.group_norm) | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.group_norm.md) | +| 6 | [torch.nn.Module.double](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.double) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.double.md) | +| 7 | [torch.nn.MaxUnpool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool3d.html?highlight=maxunpool3d#torch.nn.MaxUnpool3d) | [paddle.nn.MaxUnPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool3d.md) | +| 8 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | [paddle.nn.functional.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pad_cn.html#pad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pad.md) | +| 9 | [torch.nn.LazyConv2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv2d.html) | [paddle.nn.Conv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2D_cn.html#conv2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv2d.md) | +| 10 | [torch.Tensor.corrcoef](https://pytorch.org/docs/stable/generated/torch.Tensor.corrcoef.html#torch.Tensor.corrcoef) | paddle.Tensor.corrcoef | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.corrcoef.md) | +| 11 | [torch.nn.functional.conv_transpose2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose2d.html?highlight=conv_#torch.nn.functional.conv_transpose2d) | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose2d.md) | +| 12 | [torch.autograd.profiler.profile.export\_chrome\_trace](https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.export_chrome_trace.html#torch.autograd.profiler.profile.export_chrome_trace) | [paddle.profiler.export\_chrome\_tracing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/export_chrome_tracing_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.autograd.profiler.profile.export_chrome_trace.md) | +| 13 | [torch.cuda.LongTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.LongTensor.md) | +| 14 | [torchvision.transforms.RandomHorizontalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomHorizontalFlip.html?highlight=randomhorizontalflip#torchvision.transforms.RandomHorizontalFlip) | [paddle.vision.transforms.RandomHorizontalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomHorizontalFlip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomHorizontalFlip.md) | +| 15 | [torch.Tensor.take](https://pytorch.org/docs/stable/generated/torch.Tensor.take.html#torch.Tensor.take) | [paddle.Tensor.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#take-index-mode-raise-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.take.md) | +| 16 | [torch.Tensor.count_nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.count_nonzero.html#torch.Tensor.count_nonzero) | [paddle.Tensor.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#count-nonzero-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.count_nonzero.md) | +| 17 | [torch.nn.Module.bfloat16](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.bfloat16) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.bfloat16.md) | +| 18 | [torch.nn.Upsample](https://pytorch.org/docs/stable/generated/torch.nn.Upsample.html?highlight=upsample#torch.nn.Upsample) | [paddle.nn.Upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Upsample.md) | +| 19 | [torch.nn.Module.cpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.cpu.md) | +| 20 | [torch.nn.LazyConv3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv3d.html) | [paddle.nn.Conv3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3D_cn.html#conv3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv3d.md) | +| 21 | [torch.nn.Module.state_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.state_dict) | [paddle.nn.Layer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#state-dict-destination-none-include-sublayers-true-use-hook-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.state_dict.md) | +| 22 | [torch.nn.ConstantPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad1d.html?highlight=constantpad1d#torch.nn.ConstantPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad1d.md) | +| 23 | [torch.nn.functional.max_unpool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool2d.html?highlight=max_unpool2d#torch.nn.functional.max_unpool2d) | [paddle.nn.functional.max_unpool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool2d.md) | +| 24 | [torchvision.transforms.RandomCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomCrop.html) | [paddle.vision.transforms.RandomCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomCrop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomCrop.md) | +| 25 | [torch.nn.functional.conv_transpose1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose1d.html?highlight=conv_trans#torch.nn.functional.conv_transpose1d) | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose1d.md) | +| 26 | [torch.nn.Module.named_modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_modules) | [paddle.nn.Layer.named_sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-sublayers-prefix-include-self-false-layers-set-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.named_modules.md) | +| 27 | [torch.nn.Module.modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.modules) | [paddle.nn.Layer.sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Layer_cn.html#sublayers-include-self-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.modules.md) | +| 28 | [torch.Tensor.to\_sparse\_coo](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_coo.html) | paddle.Tensor.to_sparse_coo | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.to_sparse_coo.md) | +| 29 | [torch.Tensor.uniform_](https://pytorch.org/docs/stable/generated/torch.Tensor.uniform_.html#torch-tensor-uniform) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#uniform-min-1-0-max-1-0-seed-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.uniform_.md) | +| 30 | [torch.nn.functional.hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardsigmoid.html) | [paddle.nn.functional.hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.hardsigmoid.md) | +| 31 | [torch.nn.functional.pixel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_shuffle.html?highlight=pixel_shuffle#torch.nn.functional.pixel_shuffle) | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_shuffle.md) | +| 32 | [torch.optim.Optimizer](https://pytorch.org/docs/stable/optim.html#torch.optim.Optimizer) | [paddle.optimizer.Optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.optim.Optimizer.md) | +| 33 | [torch.utils.data.BatchSampler](https://pytorch.org/docs/stable/data.html?highlight=batchsampler#torch.utils.data.BatchSampler) | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.utils.data.BatchSampler.md) | +| 34 | [torch.nn.LazyConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose1d.html) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose1d.md) | +| 35 | [torch.nn.Module.half](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.half) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.half.md) | +| 36 | [torch.nn.LazyBatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm3d.html) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm3d.md) | +| 37 | [torch.Tensor.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.Tensor.unique_consecutive.html#torch.Tensor.unique_consecutive) | paddle.Tensor.unique_consecutive | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.unique_consecutive.md) | +| 38 | [torch.nn.LazyInstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm2d.html) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm2d.md) | +| 39 | [torch.Tensor.cov](https://pytorch.org/docs/stable/generated/torch.Tensor.cov.html#torch.Tensor.cov) | paddle.Tensor.cov | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cov.md) | +| 40 | [torch.Tensor.fliplr](https://pytorch.org/docs/stable/generated/torch.Tensor.fliplr.html?highlight=fliplr#torch.Tensor.fliplr) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.fliplr.md) | +| 41 | [torch.cuda.FloatTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.FloatTensor.md) | +| 42 | [torch.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.selu.md) | +| 43 | [torch.nn.CircularPad3d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad3d.html#circularpad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.CircularPad3d.md) | +| 44 | [torch.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_right_shift.html) | [paddle.bitwise\_right\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_right_shift_cn.html#bitwise-right-shift) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.bitwise_right_shift.md) | +| 45 | [torch.nn.UpsamplingBilinear2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingBilinear2d.html?highlight=upsamplingbilinear2d#torch.nn.UpsamplingBilinear2d) | [paddle.nn.UpsamplingBilinear2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingBilinear2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.UpsamplingBilinear2d.md) | +| 46 | [torch.nn.functional.conv_transpose3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose3d.html?highlight=conv_#torch.nn.functional.conv_transpose3d) | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose3d.md) | +| 47 | [torchvision.transforms.ColorJitter](https://pytorch.org/vision/main/generated/torchvision.transforms.ColorJitter.html) | [paddle.vision.transforms.ColorJitter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ColorJitter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.ColorJitter.md) | +| 48 | [torchvision.transforms.Pad](https://pytorch.org/vision/main/generated/torchvision.transforms.Pad.html) | [paddle.vision.transforms.Pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Pad__upper_cn.html#pad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.Pad.md) | +| 49 | [torch.nn.LazyInstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm1d.html) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm1d.md) | +| 50 | [torch.nn.PixelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelShuffle.html?highlight=pixel#torch.nn.PixelShuffle) | [paddle.nn.PixelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelShuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.PixelShuffle.md) | +| 51 | [torch.nn.functional.pixel_unshuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_unshuffle.html?highlight=pixel_unshuffle#torch.nn.functional.pixel_unshuffle) | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_unshuffle.md) | +| 52 | [torch.nn.MaxUnpool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool2d.html?highlight=maxunpool2d#torch.nn.MaxUnpool2d) | [paddle.nn.MaxUnPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool2d.md) | +| 53 | [torch.nn.ConstantPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad2d.html?highlight=pad#torch.nn.ConstantPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad2d.md) | +| 54 | [torch.Tensor.cummax](https://pytorch.org/docs/stable/generated/torch.Tensor.cummax.html?highlight=cummax#torch.Tensor.cummax) | [paddle.Tensor.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummax-x-axis-none-dtype-int64-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cummax.md) | +| 55 | [torch.nansum](https://pytorch.org/docs/stable/generated/torch.nansum.html) | [paddle.nansum](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nansum_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nansum.md) | +| 56 | [torchvision.transforms.RandomErasing](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomErasing.html?highlight=randomerasing#torchvision.transforms.RandomErasing) | [paddle.vision.transforms.RandomErasing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomErasing_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomErasing.md) | +| 57 | [torchvision.transforms.RandomVerticalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomVerticalFlip.html) | [paddle.vision.transforms.RandomVerticalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomVerticalFlip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transform.RandomVerticalFlip.md) | +| 58 | [torch.cuda.ByteTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.ByteTensor.md) | +| 59 | [torch.nn.LocalResponseNorm](https://pytorch.org/docs/stable/generated/torch.nn.LocalResponseNorm.html?highlight=localre#torch.nn.LocalResponseNorm) | [paddle.nn.LocalResponseNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LocalResponseNorm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LocalResponseNorm.md) | +| 60 | [torch.nn.LPPool2d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool2d.html#lppool2d) | [paddle.nn.LPPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool2D_cn.html#lppool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LPPool2d.md) | +| 61 | [torch.nn.Module.float](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.float) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.float.md) | +| 62 | [torch.nn.functional.lp_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool1d.html#torch.nn.functional.lp_pool1d) | [paddle.nn.functional.lp_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool1d_cn.html#lp-pool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.lp_pool1d.md) | +| 63 | [torch.nn.AdaptiveAvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.html) | [paddle.nn.AdaptiveAvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool2D_cn.html#adaptiveavgpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.AdaptiveAvgPool2d.md) | +| 64 | [torch.nn.functional.max_unpool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool1d.html?highlight=max_unpool1d#torch.nn.functional.max_unpool1d) | [paddle.nn.functional.max_unpool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool1d.md) | +| 65 | [torch.Tensor.argwhere](https://pytorch.org/docs/stable/generated/torch.Tensor.argwhere.html#torch.Tensor.argwhere) | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.argwhere.md) | +| 66 | [torch.nn.LazyLinear](https://pytorch.org/docs/stable/generated/torch.nn.LazyLinear.html) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyLinear.md) | +| 67 | [torch.nn.LazyConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose2d.html) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose2d.md) | +| 68 | [torch.nn.LazyBatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm1d.html) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm1d.md) | +| 69 | [torch.nn.MaxUnpool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool1d.html?highlight=maxunpool1d#torch.nn.MaxUnpool1d) | [paddle.nn.MaxUnPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool1D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool1d.md) | +| 70 | [torchvision.ops.deform_conv2d](https://pytorch.org/vision/main/generated/torchvision.ops.deform_conv2d.html) | [paddle.vision.ops.deform_conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/deform_conv2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.deform_conv2d.md) | +| 71 | [torchvision.transforms.Grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.Grayscale.html) | [paddle.vision.transforms.Grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Grayscale_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.Grayscale.md) | +| 72 | [torch.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_left_shift.html) | [paddle.bitwise\_left\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_left_shift_cn.html#bitwise-left-shift) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.bitwise_left_shift.md) | +| 73 | [torch.autograd.Function.backward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.backward.html#torch.autograd.Function.backward) | [paddle.autograd.PyLayer.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#backward-ctx-args-kwargs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.autograd.Function.backward.md) | +| 74 | [torch.Tensor.fill\_diagonal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_diagonal_.html?highlight=fill_diagonal_#torch.Tensor.fill_diagonal_) | [paddle.Tensor.fill\_diagonal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-diagonal-x-value-offset-0-wrap-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.fill_diagonal_.md) | +| 75 | [torch.nn.LPPool1d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool1d.html#lppool1d) | [paddle.nn.LPPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool1D_cn.html#lppool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LPPool1d.md) | +| 76 | [torch.nn.LazyInstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm3d.html) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm3d.md) | +| 77 | [torch.flipud](https://pytorch.org/docs/stable/generated/torch.flipud.html?highlight=flipud#torch.flipud) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.flipud.md) | +| 78 | [torchvision.transforms.CenterCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.CenterCrop.html) | [paddle.vision.transforms.CenterCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/CenterCrop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.CenterCrop.md) | +| 79 | [torch.nn.Softmax2d](https://pytorch.org/docs/stable/generated/torch.nn.Softmax2d.html?highlight=softmax2d#torch.nn.Softmax2d) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Softmax2d.md) | +| 80 | [torchvision.transforms.ToTensor](https://pytorch.org/vision/main/generated/torchvision.transforms.ToTensor.html?highlight=totensor#torchvision.transforms.ToTensor) | [paddle.vision.transforms.ToTensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ToTensor_cn.html#totensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.ToTensor.md) | +| 81 | [torch.cuda.DoubleTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.DoubleTensor.md) | +| 82 | [torch.fliplr](https://pytorch.org/docs/stable/generated/torch.fliplr.html?highlight=fliplr#torch.fliplr) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.fliplr.md) | +| 83 | [torch.nn.ChannelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html?highlight=channelshuffle#torch.nn.ChannelShuffle) | [paddle.nn.ChannelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ChannelShuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ChannelShuffle.md) | +| 84 | [torch.nn.functional.upsample](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample.html?highlight=upsample#torch.nn.functional.upsample) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample.md) | +| 85 | [torch.optim.LBFGS](https://pytorch.org/docs/stable/generated/torch.optim.LBFGS.html) | [paddle.optimizer.LBFGS](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/LBFGS_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.optim.LBFGS.md) | +| 86 | [torch.nn.LazyConv1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv1d.html) | [paddle.nn.Conv1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1D_cn.html#conv1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv1d.md) | +| 87 | [torch.Tensor.pinverse](https://pytorch.org/docs/stable/generated/torch.Tensor.pinverse.html#torch.Tensor.pinverse) | paddle.Tensor.pinv | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.pinverse.md) | +| 88 | [torch.nn.Module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module#torch.nn.Module) | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.md) | +| 89 | [torch.Tensor.bitwise\_left\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift_.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_left_shift_.md) | +| 90 | [torch.nn.UpsamplingNearest2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingNearest2d.html?highlight=upsampl#torch.nn.UpsamplingNearest2d) | [paddle.nn.UpsamplingNearest2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingNearest2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.UpsamplingNearest2d.md) | +| 91 | [torch.nn.LazyBatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm2d.html) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm2d.md) | +| 92 | [torch.cuda.HalfTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.HalfTensor.md) | +| 93 | [torch.nn.functional.prelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.prelu.html?highlight=prelu#torch.nn.functional.prelu) | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.prelu.md) | +| 94 | [torch.Tensor.lu_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.lu_solve.html#torch-tensor-lu-solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.lu_solve.md) | +| 95 | [torch.nn.Module.cuda](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cuda) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.cuda.md) | +| 96 | [torch.linalg.vander](https://pytorch.org/docs/stable/generated/torch.linalg.vander.html#torch.linalg.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.linalg.vander.md) | +| 97 | [torch.cuda.ShortTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.ShortTensor.md) | +| 98 | [torch.Tensor.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logcumsumexp.html?highlight=logcumsumexp#torch.Tensor.logcumsumexp) | [paddle.Tensor.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.logcumsumexp.md) | +| 99 | [torch.nn.functional.upsample_bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_bilinear.html#torch.nn.functional.upsample_bilinear) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample_bilinear.md) | +| 100 | [torchvision.transforms.functional.to_tensor](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_tensor.html) | [paddle.vision.transforms.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.functional.to_tensor.md) | +| 101 | [torch.Tensor.bitwise\_right\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift_.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_right_shift_.md) | +| 102 | [torch.nn.ConstantPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad3d.html?highlight=pad#torch.nn.ConstantPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad3d.md) | +| 103 | [torch.cpu.amp.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.cpu.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cpu.amp.autocast.md) | +| 104 | [torch.Tensor.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_left_shift.md) | +| 105 | [torch.nn.AdaptiveAvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.html) | [paddle.nn.AdaptiveAvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool3D_cn.html#adaptiveavgpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.AdaptiveAvgPool3d.md) | +| 106 | [torch.cuda.BoolTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.BoolTensor.md) | +| 107 | [torch.nn.PixelUnshuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelUnshuffle.html?highlight=pixel#torch.nn.PixelUnshuffle) | [paddle.nn.PixelUnshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelUnshuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.PixelUnshuffle.md) | +| 108 | [torch.Tensor.flipud](https://pytorch.org/docs/stable/generated/torch.Tensor.flipud.html?highlight=flipud#torch.Tensor.flipud) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.flipud.md) | +| 109 | [torch.Tensor.trace](https://pytorch.org/docs/stable/generated/torch.Tensor.trace.html#torch-tensor-trace) | [paddle.Tensor.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trace-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.trace.md) | +| 110 | [torch.nn.functional.upsample_nearest](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_nearest.html#torch.nn.functional.upsample_nearest) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample_nearest.md) | +| 111 | [torch.nn.ZeroPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad2d.html?highlight=zeropad#torch.nn.ZeroPad2d) | [paddle.nn.ZeroPad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ZeroPad2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ZeroPad2d.md) | +| 112 | [flash\_attn.ops.rms\_norm.rms\_norm](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/ops/rms_norm.py#L14) | [paddle.incubate.nn.functional.fused\_rms\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/incubate/nn/functional/fused_rms_norm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/flash_attn.ops.rms_norm.rms_norm.md) | +| 113 | [torch.cov](https://pytorch.org/docs/stable/generated/torch.cov.html?highlight=cov#torch.cov) | [paddle.linalg.cov](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cov_cn.html#cov) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cov.md) | +| 114 | [torch.nn.functional.channel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html) | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.channel_shuffle.md) | +| 115 | [torch.Tensor.median](https://pytorch.org/docs/stable/generated/torch.Tensor.median.html) | [paddle.Tensor.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#median-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.median.md) | +| 116 | [torch.cuda.IntTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.IntTensor.md) | +| 117 | [torchvision.ops.DeformConv2d](https://pytorch.org/vision/main/generated/torchvision.ops.DeformConv2d.html) | [paddle.vision.ops.DeformConv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/DeformConv2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.DeformConv2d.md) | +| 118 | [torch.Tensor.nanmedian](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmedian.html) | [paddle.Tensor.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nanmedian-axis-none-keepdim-true-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.nanmedian.md) | +| 119 | [torch.nn.LazyConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose3d.html) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose3d.md) | +| 120 | [torch.count_nonzero](https://pytorch.org/docs/stable/generated/torch.count_nonzero.html?highlight=count_nonzero#torch.count_nonzero) | [paddle.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/count_nonzero_cn.html#count-nonzero) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.count_nonzero.md) | +| 121 | [torch.cuda.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.amp.autocast.md) | +| 122 | [torch.nn.functional.lp_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool2d.html#torch.nn.functional.lp_pool2d) | [paddle.nn.functional.lp_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool2d_cn.html#lp-pool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.lp_pool2d.md) | ### 5. 参数默认值不一致 **分类简介** @@ -995,12 +995,12 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.nn.functional.rrelu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu_.html) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.rrelu_.md) | -| 2 | [torch.nn.functional.threshold_](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold_.html#torch.nn.functional.threshold_) | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.threshold_.md) | -| 3 | [torch.linalg.diagonal](https://pytorch.org/docs/stable/generated/torch.linalg.diagonal.html#torch.linalg.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.diagonal.md) | -| 4 | [torch.alpha_dropout](https://pytorch.org/docs/master/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.alpha_dropout.md) | -| 5 | [torch.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.rrelu.md) | -| 6 | [torch.cuda.amp.GradScaler](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.GradScaler) | [paddle.amp.GradScaler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/GradScaler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.amp.GradScaler.md) | +| 1 | [torch.alpha_dropout](https://pytorch.org/docs/master/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.alpha_dropout.md) | +| 2 | [torch.linalg.diagonal](https://pytorch.org/docs/stable/generated/torch.linalg.diagonal.html#torch.linalg.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.linalg.diagonal.md) | +| 3 | [torch.nn.functional.rrelu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu_.html) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.rrelu_.md) | +| 4 | [torch.nn.functional.threshold_](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold_.html#torch.nn.functional.threshold_) | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.threshold_.md) | +| 5 | [torch.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.rrelu.md) | +| 6 | [torch.cuda.amp.GradScaler](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.GradScaler) | [paddle.amp.GradScaler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/GradScaler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.cuda.amp.GradScaler.md) | ### 6. torch 参数更多 **分类简介** @@ -1009,422 +1009,422 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.sparse.softmax](https://pytorch.org/docs/stable/generated/torch.sparse.softmax.html#torch.sparse.softmax) | [paddle.sparse.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/nn/functional/softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/sparse/torch.sparse.softmax.md) | -| 2 | [torch.nn.functional.nll_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.nll_loss.html#torch-nn-functional-nll-loss) | [paddle.nn.functional.nll_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/nll_loss_cn.html#nll-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.nll_loss.md) | -| 3 | [torch.nn.functional.leaky_relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.leaky_relu.html#torch.nn.functional.leaky_relu) | [paddle.nn.functional.leaky_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.leaky_relu.md) | -| 4 | [torch.nn.functional.max_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool2d.html#torch.nn.functional.max_pool2d) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.max_pool2d.md) | -| 5 | [torch.nn.functional.max_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool3d.html#torch.nn.functional.max_pool3d) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.max_pool3d.md) | -| 6 | [torch.nn.functional.ctc_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.ctc_loss.html#torch.nn.functional.ctc_loss) | [paddle.nn.functional.ctc_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/ctc_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.ctc_loss.md) | -| 7 | [torch.nn.functional.dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout2d.html#torch.nn.functional.dropout2d) | [paddle.nn.functional.dropout2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.dropout2d.md) | -| 8 | [torch.nn.functional.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.rrelu.md) | -| 9 | [torch.nn.functional.cosine\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_embedding_loss.html#torch.nn.functional.cosine_embedding_loss) | [paddle.nn.functional.cosine\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_embedding_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.cosine_embedding_loss.md) | -| 10 | [torch.nn.functional.feature\_alpha\_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.feature_alpha_dropout.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.feature_alpha_dropout.md) | -| 11 | [torch.nn.functional.multilabel\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_margin_loss.html) | [paddle.nn.functional.multi\_label\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_margin_loss_cn.html#multi-label-margin-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.multilabel_margin_loss.md) | -| 12 | [torch.nn.functional.l1_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.l1_loss.html?highlight=l1_loss#torch.nn.functional.l1_loss) | [paddle.nn.functional.l1_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/l1_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.l1_loss.md) | -| 13 | [torch.nn.functional.margin\_ranking\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.margin_ranking_loss.html?highlight=margin_ranking_loss#torch.nn.functional.margin_ranking_loss) | [paddle.nn.functional.margin\_ranking\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/margin_ranking_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.margin_ranking_loss.md) | -| 14 | [torch.nn.functional.normalize](https://pytorch.org/docs/stable/generated/torch.nn.functional.normalize.html?highlight=normalize#torch.nn.functional.normalize) | [paddle.nn.functional.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/normalize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.normalize.md) | -| 15 | [torch.nn.functional.scaled\_dot\_product\_attention](https://pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.html#torch-nn-functional-scaled-dot-product-attention) | [paddle.nn.functional.scaled\_dot\_product\_attention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/scaled_dot_product_attention_cn.html#scaled-dot-product-attention) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.scaled_dot_product_attention.md) | -| 16 | [torch.nn.functional.max_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool1d.html#torch.nn.functional.max_pool1d) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.max_pool1d.md) | -| 17 | [torch.nn.functional.mish](https://pytorch.org/docs/stable/generated/torch.nn.functional.mish.html?highlight=torch+nn+functional+mish#torch.nn.functional.mish) | [paddle.nn.functional.mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.mish.md) | -| 18 | [torch.nn.functional.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.celu.md) | -| 19 | [torch.nn.functional.triplet\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_loss.html?highlight=triplet_margin_loss#torch.nn.functional.triplet_margin_loss) | [paddle.nn.functional.triplet\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.triplet_margin_loss.md) | -| 20 | [torch.nn.functional.fractional\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool3d.html#torch-nn-functional-fractional-max-pool3d) | [paddle.nn.functional.fractional\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.fractional_max_pool3d.md) | -| 21 | [torch.nn.functional.binary\_cross\_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy.html) | [paddle.nn.functional.binary\_cross\_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/binary_cross_entropy_cn.html#binary-cross-entropy) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.binary_cross_entropy.md) | -| 22 | [torch.nn.functional.hardswish](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardswish.html#torch.nn.functional.hardswish) | [paddle.nn.functional.hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardswish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.hardswish.md) | -| 23 | [torch.nn.functional.poisson\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.poisson_nll_loss.html) | [paddle.nn.functional.poisson\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/poisson_nll_loss_cn.html#poisson-nll-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.poisson_nll_loss.md) | -| 24 | [torch.nn.functional.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.selu.md) | -| 25 | [torch.nn.functional.gumbel_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.gumbel_softmax.html#torch.nn.functional.gumbel_softmax) | [paddle.nn.functional.gumbel_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gumbel_softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.gumbel_softmax.md) | -| 26 | [torch.nn.functional.kl_div](https://pytorch.org/docs/stable/generated/torch.nn.functional.kl_div.html?highlight=kl_div#torch.nn.functional.kl_div) | [paddle.nn.functional.kl_div](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/kl_div_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.kl_div.md) | -| 27 | [torch.nn.functional.cross_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.cross_entropy.html?highlight=cross_#torch.nn.functional.cross_entropy) | [paddle.nn.functional.cross_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cross_entropy_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.cross_entropy.md) | -| 28 | [torch.nn.functional.hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardtanh.html#torch.nn.functional.hardtanh) | [paddle.nn.functional.hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.hardtanh.md) | -| 29 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html#softmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.softmax.md) | -| 30 | [torch.nn.functional.log_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.log_softmax.html#torch.nn.functional.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.log_softmax.md) | -| 31 | [torch.nn.functional.elu](https://pytorch.org/docs/stable/generated/torch.nn.functional.elu.html#torch.nn.functional.elu) | [paddle.nn.functional.elu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/elu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.elu.md) | -| 32 | [torch.nn.functional.relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu.html#torch.nn.functional.relu) | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.relu.md) | -| 33 | [torch.nn.functional.hinge\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.hinge_embedding_loss.html#torch.nn.functional.hinge_embedding_loss) | [paddle.nn.functional.hinge\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hinge_embedding_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.hinge_embedding_loss.md) | -| 34 | [torch.nn.functional.binary\_cross\_entropy\_with\_logits](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy_with_logits.html?highlight=binary_cross_entropy_with_logits#torch.nn.functional.binary_cross_entropy_with_logits) | [paddle.nn.functional.binary\_cross\_entropy\_with\_logits](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/binary_cross_entropy_with_logits_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.binary_cross_entropy_with_logits.md) | -| 35 | [torch.nn.functional.fractional\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool2d.html#torch-nn-functional-fractional-max-pool2d) | [paddle.nn.functional.fractional\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.fractional_max_pool2d.md) | -| 36 | [torch.nn.functional.multi\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multi_margin_loss.html) | [paddle.nn.functional.multi\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_margin_loss_cn.html#multi-margin-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.multi_margin_loss.md) | -| 37 | [torch.nn.functional.multilabel\_soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_soft_margin_loss.html) | [paddle.nn.functional.multi\_label\_soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_soft_margin_loss_cn.html#multi-label-soft-margin-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.multilabel_soft_margin_loss.md) | -| 38 | [torch.nn.functional.alpha_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.alpha_dropout.md) | -| 39 | [torch.nn.functional.mse_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.mse_loss.html?highlight=mse_loss#torch.nn.functional.mse_loss) | [paddle.nn.functional.mse_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mse_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.mse_loss.md) | -| 40 | [torch.nn.functional.soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.soft_margin_loss.html?highlight=soft_margin_loss#torch.nn.functional.soft_margin_loss) | [paddle.nn.functional.soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/soft_margin_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.soft_margin_loss.md) | -| 41 | [torch.nn.functional.interpolate](https://pytorch.org/docs/stable/generated/torch.nn.functional.interpolate.html#torch.nn.functional.interpolate) | [paddle.nn.functional.interpolate](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/interpolate_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.interpolate.md) | -| 42 | [torch.nn.functional.threshold](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold.html#torch.nn.functional.threshold) | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.threshold.md) | -| 43 | [torch.nn.functional.dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout.html) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.dropout.md) | -| 44 | [torch.nn.functional.dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout3d.html#torch.nn.functional.dropout3d) | [paddle.nn.functional.dropout3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.dropout3d.md) | -| 45 | [torch.Tensor.type](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch.Tensor.type) | [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.type.md) | -| 46 | [torch.Tensor.round](https://pytorch.org/docs/stable/generated/torch.Tensor.round.html#torch.Tensor.round) | [paddle.Tensor.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.round.md) | -| 47 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/generated/torch.Tensor.sub_.html) | paddle.Tensor.subtract_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sub_.md) | -| 48 | [torch.Tensor.index\_add\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add_.html#torch.Tensor.index_add_) | paddle.Tensor.index_add_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.index_add_.md) | -| 49 | [torch.Tensor.random_](https://pytorch.org/docs/stable/generated/torch.Tensor.random_.html) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/uniform__en.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.random_.md) | -| 50 | [torch.Tensor.backward](https://pytorch.org/docs/stable/generated/torch.Tensor.backward.html#torch.Tensor.backward) | [paddle.Tensor.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#backward-grad-tensor-none-retain-graph-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.backward.md) | -| 51 | [torch.Tensor.bernoulli](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli.html#torch.Tensor.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html#bernoulli) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bernoulli.md) | -| 52 | [torch.Tensor.contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.contiguous.html) | [paddle.Tensor.contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#contiguous) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.contiguous.md) | -| 53 | [torch.Tensor.numpy](https://pytorch.org/docs/stable/generated/torch.Tensor.numpy.html?highlight=numpy#torch.Tensor.numpy) | [paddle.Tensor.numpy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#numpy) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.numpy.md) | -| 54 | [torch.Tensor.log\_normal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_normal_.html#torch-tensor-log-normal) | [paddle.Tensor.log\_normal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log_normal-mean-1-0-std-2-0-shape-none-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.log_normal_.md) | -| 55 | [torch.Tensor.sub](https://pytorch.org/docs/stable/generated/torch.Tensor.sub.html#torch.Tensor.sub) | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sub.md) | -| 56 | [torch.Tensor.index_add](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add.html#torch.Tensor.index_add) | paddle.Tensor.index_add | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.index_add.md) | -| 57 | [torch.Tensor.new_tensor](https://pytorch.org/docs/stable/generated/torch.Tensor.new_tensor.html#torch-tensor-new-tensor) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.new_tensor.md) | -| 58 | [torch.Tensor.clone](https://pytorch.org/docs/stable/generated/torch.Tensor.clone.html#torch.Tensor.clone) | [paddle.Tensor.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clone) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clone.md) | -| 59 | [torch.Tensor.round_](https://pytorch.org/docs/stable/generated/torch.Tensor.round_.html#torch.Tensor.round_) | [paddle.Tensor.round_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.round_.md) | -| 60 | [torch.Tensor.unique](https://pytorch.org/docs/stable/generated/torch.Tensor.unique.html?highlight=unique#torch.Tensor.unique) | [paddle.Tensor.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unique-return-index-false-return-inverse-false-return-counts-false-axis-none-dtype-int64-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.unique.md) | -| 61 | [torch.Tensor.is_contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.is_contiguous.html#torch-tensor-is-contiguous) | [paddle.Tensor.is_contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-contiguous) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_contiguous.md) | -| 62 | [torch.Tensor.nanmean](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmean.html?highlight=nanmean#torch.Tensor.nanmean) | [paddle.Tensor.nanmean](暂无对应文档) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nanmean.md) | -| 63 | [torch.Tensor.resize_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_.html) | [paddle.Tensor.resize_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#resize-shape-fill-zero-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.resize_.md) | -| 64 | [torch.Tensor.geometric_](https://pytorch.org/docs/stable/generated/torch.Tensor.geometric_.html) | [paddle.Tensor.geometric_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.geometric_.md) | -| 65 | [torch.Tensor.symeig](https://pytorch.org/docs/stable/generated/torch.Tensor.symeig.html#torch.Tensor.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.symeig.md) | -| 66 | [torch.Tensor.to](https://pytorch.org/docs/stable/generated/torch.Tensor.to.html#torch.Tensor.to) | [paddle.Tensor.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#to-args-kwargs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to.md) | -| 67 | [torch.Tensor.exponential_](https://pytorch.org/docs/stable/generated/torch.Tensor.exponential_.html#torch.Tensor.exponential_) | [paddle.Tensor.exponential_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exponential-lam-1-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.exponential_.md) | -| 68 | [torch.Tensor.bernoulli_](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli_.html#torch.Tensor.bernoulli_) | [paddle.Tensor.bernoulli_](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/tensor.py) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.bernoulli_.md) | -| 69 | [torch.Tensor.to\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_csr.html#torch-tensor-to-sparse-csr) | [paddle.Tensor.to\_sparse\_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_sparse_csr.md) | -| 70 | [torch.Tensor.multinomial](https://pytorch.org/docs/stable/generated/torch.Tensor.multinomial.html#torch.Tensor.multinomial) | paddle.Tensor.multinomial | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.multinomial.md) | -| 71 | [torch.Tensor.cauchy_](https://pytorch.org/docs/stable/generated/torch.Tensor.cauchy_.html) | [paddle.Tensor.cauchy_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cauchy_.md) | -| 72 | [torch.Tensor.stft](https://pytorch.org/docs/stable/generated/torch.Tensor.stft.html#torch.Tensor.stft) | [paddle.Tensor.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.stft.md) | -| 73 | [torch.linalg.inv](https://pytorch.org/docs/stable/generated/torch.linalg.inv.html#torch.linalg.inv) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.inv.md) | -| 74 | [torch.linalg.vecdot](https://pytorch.org/docs/stable/generated/torch.linalg.vecdot.html) | [paddle.linalg.vecdot](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L1881) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.vecdot.md) | -| 75 | [torch.linalg.svdvals](https://pytorch.org/docs/stable/generated/torch.linalg.svdvals.html#torch.linalg.svdvals) | [paddle.linalg.svdvals](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L3019) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.svdvals.md) | -| 76 | [torch.linalg.cholesky](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky.html?highlight=linalg+cholesky#torch.linalg.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.cholesky.md) | -| 77 | [torch.linalg.solve](https://pytorch.org/docs/stable/generated/torch.linalg.solve.html#torch.linalg.solve) | [paddle.linalg.solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.solve.md) | -| 78 | [torch.linalg.solve_triangular](https://pytorch.org/docs/stable/generated/torch.linalg.solve_triangular.html?highlight=torch+linalg+solve_triangular#torch.linalg.solve_triangular) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.solve_triangular.md) | -| 79 | [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product) | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.householder_product.md) | -| 80 | [torch.linalg.det](https://pytorch.org/docs/stable/generated/torch.linalg.det.html#torch.linalg.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.det.md) | -| 81 | [torch.linalg.matrix_norm](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_norm.html#torch.linalg.matrix_norm) | [paddle.linalg.matrix_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_norm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.matrix_norm.md) | -| 82 | [torch.linalg.cross](https://pytorch.org/docs/stable/generated/torch.linalg.cross.html?highlight=torch+linalg+cross#torch.linalg.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.cross.md) | -| 83 | [torch.linalg.svd](https://pytorch.org/docs/stable/generated/torch.linalg.svd.html?highlight=svd#torch.linalg.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.svd.md) | -| 84 | [torch.linalg.eigvalsh](https://pytorch.org/docs/stable/generated/torch.linalg.eigvalsh.html#torch.linalg.eigvalsh) | [paddle.linalg.eigvalsh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvalsh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.eigvalsh.md) | -| 85 | [torch.linalg.qr](https://pytorch.org/docs/stable/generated/torch.linalg.qr.html#torch.linalg.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.qr.md) | -| 86 | [torch.linalg.eigvals](https://pytorch.org/docs/stable/generated/torch.linalg.eigvals.html?highlight=torch+linalg+eigvals#torch.linalg.eigvals) | [paddle.linalg.eigvals](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvals_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.eigvals.md) | -| 87 | [torch.linalg.pinv](https://pytorch.org/docs/stable/generated/torch.linalg.pinv.html#torch.linalg.pinv) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.pinv.md) | -| 88 | [torch.linalg.matrix_power](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_power.html?highlight=torch+linalg+matrix_power#torch.linalg.matrix_power) | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.matrix_power.md) | -| 89 | [torch.linalg.cond](https://pytorch.org/docs/stable/generated/torch.linalg.cond.html#torch.linalg.cond) | [paddle.linalg.cond](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/cond_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.cond.md) | -| 90 | [torch.linalg.matrix_rank](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_rank.html?highlight=matrix_rank#torch.linalg.matrix_rank) | [paddle.linalg.matrix_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_rank_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.matrix_rank.md) | -| 91 | [torch.linalg.lu_factor](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor.html#torch.linalg.lu_factor) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.lu_factor.md) | -| 92 | [torch.linalg.lu\_factor\_ex](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor_ex.html?highlight=lu_factor_ex#torch.linalg.lu_factor_ex) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.lu_factor_ex.md) | -| 93 | [torch.linalg.multi_dot](https://pytorch.org/docs/stable/generated/torch.linalg.multi_dot.html?highlight=torch+linalg+multi_dot#torch.linalg.multi_dot) | [paddle.linalg.multi_dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/multi_dot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.multi_dot.md) | -| 94 | [torch.linalg.eig](https://pytorch.org/docs/stable/generated/torch.linalg.eig.html?highlight=torch+linalg+eig#torch.linalg.eig) | [paddle.linalg.eig](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eig_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.eig.md) | -| 95 | [torch.linalg.eigh](https://pytorch.org/docs/stable/generated/torch.linalg.eigh.html#torch.linalg.eigh) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.eigh.md) | -| 96 | [torch.special.i1](https://pytorch.org/docs/stable/special.html#torch.special.i1) | [paddle.i1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.i1.md) | -| 97 | [torch.special.i0e](https://pytorch.org/docs/stable/special.html#torch.special.i0e) | [paddle.i0e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0e_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.i0e.md) | -| 98 | [torch.jit.save](https://pytorch.org/docs/stable/generated/torch.jit.save.html#torch-jit-save) | [paddle.jit.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/save_cn.html#cn-api-paddle-jit-save) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.jit.save.md) | -| 99 | [torch.special.round](https://pytorch.org/docs/stable/special.html#torch.special.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/round_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.round.md) | -| 100 | [torch.special.log1p](https://pytorch.org/docs/stable/special.html#torch.special.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.log1p.md) | -| 101 | [torch.autograd.functional.jacobian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jacobian.html#torch.autograd.functional.jacobian) | [paddle.incubate.autograd.Jacobian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Jacobian_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.functional.jacobian.md) | -| 102 | [torch.autograd.grad](https://pytorch.org/docs/stable/generated/torch.autograd.grad.html#torch.autograd.grad) | [paddle.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/grad_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.grad.md) | -| 103 | [torch.jit.load](https://pytorch.org/docs/stable/generated/torch.jit.load.html#torch.jit.load) | [paddle.jit.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/load_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.jit.load.md) | -| 104 | [torch.special.erf](https://pytorch.org/docs/stable/special.html?highlight=torch+special+erf#torch.special.erf) | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.erf.md) | -| 105 | [torch.special.sinc](https://pytorch.org/docs/stable/special.html#torch.special.sinc) | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.sinc.md) | -| 106 | [torch.special.erfinv](https://pytorch.org/docs/stable/special.html#torch.special.erfinv) | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.erfinv.md) | -| 107 | [torch.special.polygamma](https://pytorch.org/docs/stable/special.html#torch.special.polygamma) | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.polygamma.md) | -| 108 | [torch.autograd.backward](https://pytorch.org/docs/stable/generated/torch.autograd.backward.html#torch.autograd.backward) | [paddle.autograd.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/backward_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.backward.md) | -| 109 | [torch.autograd.functional.hessian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.hessian.html#torch.autograd.functional.hessian) | [paddle.incubate.autograd.Hessian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Hessian_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.functional.hessian.md) | -| 110 | [torch.special.psi](https://pytorch.org/docs/stable/special.html#torch.special.psi) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.psi.md) | -| 111 | [torch.profiler.profile](https://pytorch.org/docs/stable/profiler.html#torch.profiler.profile) | [paddle.profiler.Profiler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/Profiler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.profiler.profile.md) | -| 112 | [torch.special.multigammaln](https://pytorch.org/docs/stable/special.html#torch.special.multigammaln) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.multigammaln.md) | -| 113 | [torch.autograd.functional.vjp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.vjp.html#torch.autograd.functional.vjp) | [paddle.incubate.autograd.vjp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/vjp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.functional.vjp.md) | -| 114 | [torch.jit.ignore](https://pytorch.org/docs/stable/generated/torch.jit.ignore.html#torch-jit-ignore) | [paddle.jit.not\_to\_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/not_to_static_cn.html#not-to-static) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.jit.ignore.md) | -| 115 | [torch.special.gammaincc](https://pytorch.org/docs/stable/special.html#torch.special.gammaincc) | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.gammaincc.md) | -| 116 | [torch.jit.script](https://pytorch.org/docs/stable/generated/torch.jit.script.html#torch-jit-script) | [paddle.jit.to_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/to_static_cn.html#paddle.jit.to_static) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.jit.script.md) | -| 117 | [torch.onnx.export](https://pytorch.org/docs/stable/onnx.html#torch.onnx.export) | [paddle.onnx.export](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/onnx/export_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.onnx.export.md) | -| 118 | [torch.special.logit](https://pytorch.org/docs/stable/special.html#torch.special.logit) | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.logit.md) | -| 119 | [torch.special.i0](https://pytorch.org/docs/stable/special.html#torch.special.i0) | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.i0.md) | -| 120 | [torch.multiprocessing.spawn](https://pytorch.org/docs/stable/multiprocessing.html#torch.multiprocessing.spawn) | [paddle.distributed.spawn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/spawn_cn.html#spawn) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.multiprocessing.spawn.md) | -| 121 | [torch.special.i1e](https://pytorch.org/docs/stable/special.html#torch.special.i1e) | [paddle.i1e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1e_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.i1e.md) | -| 122 | [torch.special.digamma](https://pytorch.org/docs/stable/special.html#torch.special.digamma) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.digamma.md) | -| 123 | [torch.autograd.functional.jvp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jvp.html#torch.autograd.functional.jvp) | [paddle.incubate.autograd.jvp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/jvp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.functional.jvp.md) | -| 124 | [torch.special.expm1](https://pytorch.org/docs/stable/special.html#torch.special.expm1) | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.expm1.md) | -| 125 | [torch.special.gammainc](https://pytorch.org/docs/stable/special.html#torch.special.gammainc) | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.gammainc.md) | -| 126 | [torch.special.gammaln](https://pytorch.org/docs/stable/special.html#torch.special.gammaln) | [paddle.gammaln](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaln_cn.html#gammaln) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.gammaln.md) | -| 127 | [torch.optim.SGD](https://pytorch.org/docs/stable/generated/torch.optim.SGD.html) | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.SGD.md) | -| 128 | [torch.optim.ASGD](https://pytorch.org/docs/stable/generated/torch.optim.ASGD.html) | [paddle.optimizer.ASGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/ASGD_cn.html#cn-api-paddle-optimizer-asgd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.ASGD.md) | -| 129 | [torch.optim.RMSprop](https://pytorch.org/docs/stable/generated/torch.optim.RMSprop.html) | [paddle.optimizer.RMSProp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RMSProp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.RMSprop.md) | -| 130 | [torch.optim.Optimizer.step](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.step.html#torch-optim-optimizer-step) | [paddle.optimizer.Optimizer.step](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#step) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.step.md) | -| 131 | [torch.optim.RAdam](https://pytorch.org/docs/stable/generated/torch.optim.RAdam.html#torch.optim.RAdam) | [paddle.optimizer.RAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RAdam_cn.html#radam) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.RAdam.md) | -| 132 | [torch.optim.NAdam](https://pytorch.org/docs/stable/generated/torch.optim.NAdam.html#torch.optim.NAdam) | [paddle.optimizer.NAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/NAdam_cn.html#nadam) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.NAdam.md) | -| 133 | [torch.optim.Adamax](https://pytorch.org/docs/stable/generated/torch.optim.Adamax.html) | [paddle.optimizer.Adamax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adamax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Adamax.md) | -| 134 | [torch.optim.Adam](https://pytorch.org/docs/stable/generated/torch.optim.Adam.html) | [paddle.optimizer.Adam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adam_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Adam.md) | -| 135 | [torch.optim.Adagrad](https://pytorch.org/docs/stable/generated/torch.optim.Adagrad.html) | [paddle.optimizer.Adagrad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adagrad_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Adagrad.md) | -| 136 | [torch.optim.Rprop](https://pytorch.org/docs/stable/generated/torch.optim.Rprop.html) | [paddle.optimizer.Rprop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Rprop_cn.html#cn-api-paddle-optimizer-rprop) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Rprop.md) | -| 137 | [torch.optim.AdamW](https://pytorch.org/docs/stable/generated/torch.optim.AdamW.html) | [paddle.optimizer.AdamW](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/AdamW_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.AdamW.md) | -| 138 | [torch.optim.Adadelta](https://pytorch.org/docs/stable/generated/torch.optim.Adadelta.html) | [paddle.optimizer.Adadelta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adadelta_cn.html#cn-api-paddle-optimizer-adadelta) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Adadelta.md) | -| 139 | torch.clamp_min | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.clamp_min.md) | -| 140 | [torch.randint_like](https://pytorch.org/docs/stable/generated/torch.randint_like.html?highlight=randint_like#torch.randint_like) | [paddle.randint_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_like_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.randint_like.md) | -| 141 | [torch.lerp](https://pytorch.org/docs/stable/generated/torch.lerp.html?highlight=lerp#torch.lerp) | [paddle.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lerp_cn.html#lerp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.lerp.md) | -| 142 | [torch.neg](https://pytorch.org/docs/stable/generated/torch.neg.html?highlight=neg#torch.neg) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.neg.md) | -| 143 | [torch.hamming_window](https://pytorch.org/docs/stable/generated/torch.hamming_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.hamming_window.md) | -| 144 | [torch.std](https://pytorch.org/docs/stable/generated/torch.std.html) | [paddle.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/std_cn.html#std) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.std.md) | -| 145 | [torch.blackman_window](https://pytorch.org/docs/stable/generated/torch.blackman_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.blackman_window.md) | -| 146 | [torch.logaddexp](https://pytorch.org/docs/stable/generated/torch.logaddexp.html#torch.logaddexp) | [paddle.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logaddexp_cn.html#logaddexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.logaddexp.md) | -| 147 | [torch.cummax](https://pytorch.org/docs/stable/generated/torch.cummax.html?highlight=cummax#torch.cummax) | [paddle.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummax_cn.html#cummax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cummax.md) | -| 148 | [torch.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.amp.autocast.md) | -| 149 | [torch.cosh](https://pytorch.org/docs/stable/generated/torch.cosh.html#torch.cosh) | [paddle.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cosh_cn.html#cosh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cosh.md) | -| 150 | [torch.angle](https://pytorch.org/docs/stable/generated/torch.angle.html) | [paddle.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/angle_cn.html#angle) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.angle.md) | -| 151 | [torch.isneginf](https://pytorch.org/docs/stable/generated/torch.isneginf.html#torch-isneginf) | [paddle.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isneginf_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.isneginf.md) | -| 152 | [torch.remainder](https://pytorch.org/docs/stable/generated/torch.remainder.html?highlight=remainder#torch.remainder) | [paddle.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/remainder_cn.html#remainder) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.remainder.md) | -| 153 | [torch.cross](https://pytorch.org/docs/stable/generated/torch.cross.html?highlight=cross#torch.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html#cross) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cross.md) | -| 154 | [torch.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html?highlight=cholesky_inverse#torch.cholesky_inverse) | [paddle.linalg.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_inverse_cn.html#cholesky-inverse) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cholesky_inverse.md) | -| 155 | [torch.max_pool2d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.max_pool2d.md) | -| 156 | [torch.copysign](https://pytorch.org/docs/stable/generated/torch.copysign.html#torch.copysign) | [paddle.copysign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/copysign_cn.html#copysign) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.copysign.md) | -| 157 | [torch.square](https://pytorch.org/docs/stable/generated/torch.square.html?highlight=square#torch.square) | [paddle.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/square_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.square.md) | -| 158 | [torch.lu](https://pytorch.org/docs/stable/generated/torch.lu.html?highlight=lu#torch.lu) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.lu.md) | -| 159 | [torch.quantile](https://pytorch.org/docs/stable/generated/torch.quantile.html?highlight=quantile#torch.quantile) | [paddle.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/quantile_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.quantile.md) | -| 160 | [torch.ormqr](https://pytorch.org/docs/stable/generated/torch.ormqr.html#torch.ormqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.ormqr.md) | -| 161 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.asarray.md) | -| 162 | [torch.cumprod](https://pytorch.org/docs/stable/generated/torch.cumprod.html?highlight=cumprod#torch.cumprod) | [paddle.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cumprod.md) | -| 163 | [torch.cummin](https://pytorch.org/docs/stable/generated/torch.cummin.html) | [paddle.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummin_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cummin.md) | -| 164 | [torch.asinh](https://pytorch.org/docs/stable/generated/torch.asinh.html#torch.asinh) | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.asinh.md) | -| 165 | [torch.hypot](https://pytorch.org/docs/stable/generated/torch.hypot.html#torch.hypot) | [paddle.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.hypot.md) | -| 166 | [torch.nextafter](https://pytorch.org/docs/stable/generated/torch.nextafter.html?highlight=nextafter#torch.nextafter) | [paddle.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nextafter.md) | -| 167 | [torch.fmod](https://pytorch.org/docs/stable/generated/torch.fmod.html?highlight=fmod#torch.fmod) | [paddle.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mod_cn.html#mod) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.fmod.md) | -| 168 | [torch.fix](https://pytorch.org/docs/stable/generated/torch.fix.html?highlight=torch+fix#torch.fix) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.fix.md) | -| 169 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | [paddle.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/median_cn.html#median) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.median.md) | -| 170 | [torch.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html?highlight=lgamma#torch.lgamma) | [paddle.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html#lgamma) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.lgamma.md) | -| 171 | [torch.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.atan2.md) | -| 172 | [torch.acosh](https://pytorch.org/docs/stable/generated/torch.acosh.html?highlight=acosh#torch.acosh) | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.acosh.md) | -| 173 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | [paddle.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmedian_cn.html#nanmedian) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nanmedian.md) | -| 174 | [torch.inverse](https://pytorch.org/docs/stable/generated/torch.inverse.html?highlight=inverse#torch.inverse) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.inverse.md) | -| 175 | [torch.linspace](https://pytorch.org/docs/stable/generated/torch.linspace.html?highlight=linspace#torch.linspace) | [paddle.linspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linspace_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.linspace.md) | -| 176 | torch.scalar_tensor | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.scalar_tensor.md) | -| 177 | [torch.isposinf](https://pytorch.org/docs/stable/generated/torch.isposinf.html#torch-isposinf) | [paddle.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isposinf_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.isposinf.md) | -| 178 | [torch.index_add](https://pytorch.org/docs/stable/generated/torch.index_add.html#torch.index_add) | [paddle.index_add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/index_add_cn.html#index-add) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.index_add.md) | -| 179 | [torch.acos](https://pytorch.org/docs/stable/generated/torch.acos.html?highlight=acos#torch.acos) | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.acos.md) | -| 180 | [torch.randint](https://pytorch.org/docs/stable/generated/torch.randint.html?highlight=randint#torch.randint) | [paddle.randint](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_cn.html#randint) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.randint.md) | -| 181 | [torch.mv](https://pytorch.org/docs/stable/generated/torch.mv.html?highlight=torch+mv#torch.mv) | [paddle.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.mv.md) | -| 182 | [torch.vdot](https://pytorch.org/docs/stable/generated/torch.vdot.html#torch.vdot) | [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.vdot.md) | -| 183 | [torch.negative](https://pytorch.org/docs/stable/generated/torch.negative.html?highlight=torch+negative#torch.negative) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.negative.md) | -| 184 | [torch.bernoulli](https://pytorch.org/docs/stable/generated/torch.bernoulli.html#torch.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bernoulli.md) | -| 185 | [torch.inner](https://pytorch.org/docs/stable/generated/torch.inner.html?highlight=inner#torch.inner) | [paddle.inner](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/inner_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.inner.md) | -| 186 | [torch.bucketize](https://pytorch.org/docs/stable/generated/torch.bucketize.html#torch.bucketize) | [paddle.bucketize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bucketize_cn.html#paddle-bucketize) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.bucketize.md) | -| 187 | [torch.nan\_to\_num](https://pytorch.org/docs/stable/generated/torch.nan_to_num.html?highlight=nan_to_num#torch.nan_to_num) | [paddle.nan\_to\_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nan_to_num_cn.html#nan-to-num) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nan_to_num.md) | -| 188 | [torch.triu_indices](https://pytorch.org/docs/stable/generated/torch.triu_indices.html?highlight=triu_indices#torch.triu_indices) | [paddle.triu_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_indices_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.triu_indices.md) | -| 189 | [torch.logspace](https://pytorch.org/docs/stable/generated/torch.logspace.html?highlight=logspace#torch.logspace) | [paddle.logspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logspace_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.logspace.md) | -| 190 | [torch.set_printoptions](https://pytorch.org/docs/stable/generated/torch.set_printoptions.html?highlight=torch+set_printoptions#torch.set_printoptions) | [paddle.set_printoptions](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_printoptions_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_printoptions.md) | -| 191 | [torch.save](https://pytorch.org/docs/stable/generated/torch.save.html?highlight=save#torch.save) | [paddle.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/save_cn.html#save) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.save.md) | -| 192 | [torch.fmax](https://pytorch.org/docs/stable/generated/torch.fmax.html#torch.fmax) | [paddle.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.fmax.md) | -| 193 | [torch.baddbmm](https://pytorch.org/docs/stable/generated/torch.baddbmm.html?highlight=baddbmm#torch.baddbmm) | [paddle.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/baddbmm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.baddbmm.md) | -| 194 | [torch.deg2rad](https://pytorch.org/docs/stable/generated/torch.deg2rad.html#torch-deg2rad) | [paddle.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/deg2rad_cn.html#paddle.deg2rad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.deg2rad.md) | -| 195 | [torch.gcd](https://pytorch.org/docs/stable/generated/torch.gcd.html#torch-gcd) | [paddle.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gcd_cn.html#gcd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.gcd.md) | -| 196 | [torch.trunc](https://pytorch.org/docs/stable/generated/torch.trunc.html?highlight=torch+trunc#torch.trunc) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.trunc.md) | -| 197 | [torch.qr](https://pytorch.org/docs/stable/generated/torch.qr.html#torch.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.qr.md) | -| 198 | [torch.ldexp](https://pytorch.org/docs/stable/generated/torch.ldexp.html#torch.ldexp) | [paddle.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ldexp_cn.html#ldexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.ldexp.md) | -| 199 | [torch.asin](https://pytorch.org/docs/stable/generated/torch.asin.html#torch.asin) | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.asin.md) | -| 200 | [torch.unique](https://pytorch.org/docs/stable/generated/torch.unique.html?highlight=unique#torch.unique) | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.unique.md) | -| 201 | [torch.signbit](https://pytorch.org/docs/stable/generated/torch.signbit.html#torch-signbit) | [paddle.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.signbit.md) | -| 202 | [torch.svd](https://pytorch.org/docs/stable/generated/torch.svd.html?highlight=torch+svd#torch.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.svd.md) | -| 203 | [torch.atan](https://pytorch.org/docs/stable/generated/torch.atan.html#torch.atan) | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.atan.md) | -| 204 | [torch.normal](https://pytorch.org/docs/stable/generated/torch.normal.html#torch.normal) | [paddle.normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/normal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.normal.md) | -| 205 | [torch.nanmean](https://pytorch.org/docs/stable/generated/torch.nanmean.html?highlight=nanmean#torch.nanmean) | [paddle.nanmean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmean_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nanmean.md) | -| 206 | [torch.searchsorted](https://pytorch.org/docs/stable/generated/torch.searchsorted.html#torch-searchsorted) | [paddle.searchsorted](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/searchsorted_cn.html#searchsorted) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.searchsorted.md) | -| 207 | [torch.lt](https://pytorch.org/docs/stable/generated/torch.lt.html#torch.lt) | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.lt.md) | -| 208 | [torch.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.autocast.md) | -| 209 | [torch.sparse\_csr\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_csr_tensor.html#torch.sparse_csr_tensor) | [paddle.sparse.sparse\_csr\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_csr_tensor_cn.html#sparse-csr-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.sparse_csr_tensor.md) | -| 210 | [torch.abs](https://pytorch.org/docs/stable/generated/torch.abs.html?highlight=abs#torch.abs) | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.abs.md) | -| 211 | [torch.atanh](https://pytorch.org/docs/stable/generated/torch.atanh.html#torch.atanh) | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.atanh.md) | -| 212 | [torch.lu_unpack](https://pytorch.org/docs/stable/generated/torch.lu_unpack.html?highlight=lu_unpack#torch.lu_unpack) | [paddle.linalg.lu_unpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_unpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.lu_unpack.md) | -| 213 | [torch.max_pool1d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.max_pool1d.md) | -| 214 | [torch.exp](https://pytorch.org/docs/stable/generated/torch.exp.html?highlight=torch+exp#torch.exp) | [paddle.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/exp_cn.html#exp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.exp.md) | -| 215 | [torch.stft](https://pytorch.org/docs/stable/generated/torch.stft.html?highlight=stft#torch.stft) | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.stft.md) | -| 216 | [torch.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.logcumsumexp.html#torch-logcumsumexp) | [paddle.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.logcumsumexp.md) | -| 217 | [torch.ne](https://pytorch.org/docs/stable/generated/torch.ne.html?highlight=torch.ne#torch.ne) | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.ne.md) | -| 218 | [torch.renorm](https://pytorch.org/docs/stable/generated/torch.renorm.html#torch-renorm) | paddle.renorm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.renorm.md) | -| 219 | [torch.randn_like](https://pytorch.org/docs/stable/generated/torch.randn_like.html#torch.randn_like) | [paddle.randn_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_like_cn.html#randn_like) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.randn_like.md) | -| 220 | [torch.log1p](https://pytorch.org/docs/stable/generated/torch.log1p.html?highlight=log1p#torch.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.log1p.md) | -| 221 | [torch.load](https://pytorch.org/docs/stable/generated/torch.load.html?highlight=load#torch.load) | [paddle.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/load_cn.html#load) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.load.md) | -| 222 | [torch.hann_window](https://pytorch.org/docs/stable/generated/torch.hann_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.hann_window.md) | -| 223 | [torch.hub.load\_state\_dict\_from\_url](https://pytorch.org/docs/stable/hub.html#torch.hub.load_state_dict_from_url) | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.hub.load_state_dict_from_url.md) | -| 224 | [torch.fmin](https://pytorch.org/docs/stable/generated/torch.fmin.html#torch.fmin) | [paddle.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.fmin.md) | -| 225 | [torch.mode](https://pytorch.org/docs/stable/generated/torch.mode.html) | [paddle.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/mode_cn.html#mode) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.mode.md) | -| 226 | [torch.addmm](https://pytorch.org/docs/stable/generated/torch.addmm.html?highlight=addmm#torch.addmm) | [paddle.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/addmm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.addmm.md) | -| 227 | [torch.log10](https://pytorch.org/docs/stable/generated/torch.log10.html?highlight=log10#torch.log10) | [paddle.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log10_cn.html#log10) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.log10.md) | -| 228 | [torch.nn.modules.batchnorm._BatchNorm](https://pytorch.org/docs/stable/_modules/torch/nn/modules/batchnorm.html) | [paddle.nn.layer.norm._BatchNormBase](https://github.com/PaddlePaddle/Paddle/blob/b51d50bc9ee9eaa5cefa18507195b239e4513194/python/paddle/nn/layer/norm.py#L701) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nn.modules.batchnorm._BatchNorm.md) | -| 229 | [torch.sgn](https://pytorch.org/docs/stable/generated/torch.sgn.html?highlight=torch+sgn#torch.sgn) | [paddle.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sgn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.sgn.md) | -| 230 | [torch.tril_indices](https://pytorch.org/docs/stable/generated/torch.tril_indices.html?highlight=tril_indices#torch.tril_indices) | [paddle.tril_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_indices_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.tril_indices.md) | -| 231 | [torch.cholesky](https://pytorch.org/docs/stable/generated/torch.cholesky.html?highlight=cholesky#torch.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cholesky.md) | -| 232 | [torch.frac](https://pytorch.org/docs/stable/generated/torch.frac.html?highlight=frac#torch.frac) | [paddle.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frac_cn.html#frac) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.frac.md) | -| 233 | [torch.randperm](https://pytorch.org/docs/stable/generated/torch.randperm.html?highlight=rand#torch.randperm) | [paddle.randperm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randperm_cn.html#randperm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.randperm.md) | -| 234 | [torch.rad2deg](https://pytorch.org/docs/stable/generated/torch.rad2deg.html?highlight=torch+rad2deg#torch.rad2deg) | [paddle.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rad2deg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.rad2deg.md) | -| 235 | [torch.frexp](https://pytorch.org/docs/stable/generated/torch.frexp.html?highlight=frexp#torch.frexp) | [paddle.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frexp_cn.html#frexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.frexp.md) | -| 236 | [torch.tensordot](https://pytorch.org/docs/stable/generated/torch.tensordot.html?highlight=tensordot#torch.tensordot) | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.tensordot.md) | -| 237 | [torch.mvlgamma](https://pytorch.org/docs/stable/generated/torch.mvlgamma.html) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.mvlgamma.md) | -| 238 | [torch.sinh](https://pytorch.org/docs/stable/generated/torch.sinh.html?highlight=sinh#torch.sinh) | [paddle.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinh_cn.html#sinh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.sinh.md) | -| 239 | [torch.lcm](https://pytorch.org/docs/stable/generated/torch.lcm.html#torch-lcm) | [paddle.lcm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lcm_cn.html#lcm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.lcm.md) | -| 240 | [torch.diag](https://pytorch.org/docs/stable/generated/torch.diag.html?highlight=diag#torch.diag) | [paddle.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.diag.md) | -| 241 | [torch.reciprocal](https://pytorch.org/docs/stable/generated/torch.reciprocal.html?highlight=torch+reciprocal#torch.reciprocal) | [paddle.reciprocal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reciprocal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.reciprocal.md) | -| 242 | [torch.conj_physical](https://pytorch.org/docs/stable/generated/torch.conj_physical.html#torch.conj_physical) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.conj_physical.md) | -| 243 | [torch.heaviside](https://pytorch.org/docs/stable/generated/torch.heaviside.html#torch.heaviside) | [paddle.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/heaviside_cn.html#heaviside) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.heaviside.md) | -| 244 | [torch.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html?highlight=nanquantile#torch.nanquantile) | [paddle.nanquantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanquantile_cn.html#nanquantile) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.nanquantile.md) | -| 245 | [torch.mm](https://pytorch.org/docs/stable/generated/torch.mm.html?highlight=torch+mm#torch.mm) | [paddle.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.mm.md) | -| 246 | [torch.clone](https://pytorch.org/docs/stable/generated/torch.clone.html?highlight=clone#torch.clone) | [paddle.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clone_cn.html#clone) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.clone.md) | -| 247 | torch.clamp_max | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.clamp_max.md) | -| 248 | [torch.round](https://pytorch.org/docs/stable/generated/torch.round.html?highlight=round#torch.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/round_cn.html#round) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.round.md) | -| 249 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html?highlight=torch%20sub#torch.sub) | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.sub.md) | -| 250 | [torch.column_stack](https://pytorch.org/docs/stable/generated/torch.column_stack.html#torch.column_stack) | [paddle.column_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/column_stack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.column_stack.md) | -| 251 | [torch.meshgrid](https://pytorch.org/docs/stable/generated/torch.meshgrid.html?highlight=meshgrid#torch.meshgrid) | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.meshgrid.md) | -| 252 | [torch.symeig](https://pytorch.org/docs/stable/generated/torch.symeig.html?highlight=torch+symeig#torch.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html#eigh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.symeig.md) | -| 253 | [torch.poisson](https://pytorch.org/docs/stable/generated/torch.poisson.html#torch.poisson) | [paddle.poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/poisson_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.poisson.md) | -| 254 | [torch.hub.list](https://pytorch.org/docs/stable/hub.html?highlight=hub+list#torch.hub.list) | [paddle.hub.list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/list_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/hub/torch.hub.list.md) | -| 255 | [torch.hub.help](https://pytorch.org/docs/stable/hub.html?highlight=hub+help#torch.hub.help) | [paddle.hub.help](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/help_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/hub/torch.hub.help.md) | -| 256 | [torch.hub.download\_url\_to\_file](https://pytorch.org/docs/stable/hub.html?highlight=download#torch.hub.download_url_to_file) | [paddle.utils.download.get\_weights\_path\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/download/get_weights_path_from_url_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/hub/torch.hub.download_url_to_file.md) | -| 257 | [torch.hub.load](https://pytorch.org/docs/stable/hub.html?highlight=hub+load#torch.hub.load) | [paddle.hub.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/hub/torch.hub.load.md) | -| 258 | [torch.fft.fft](https://pytorch.org/docs/stable/generated/torch.fft.fft.html?highlight=fft#torch.fft.fft) | [paddle.fft.fft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.fft.md) | -| 259 | [torch.fft.hfft2](https://pytorch.org/docs/stable/generated/torch.fft.hfft2.html?highlight=torch+fft+hfft2#torch.fft.hfft2) | [paddle.fft.hfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.hfft2.md) | -| 260 | [torch.fft.irfft2](https://pytorch.org/docs/stable/generated/torch.fft.irfft2.html#torch-fft-irfft2) | [paddle.fft.irfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft2_cn.html#irfft2) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.irfft2.md) | -| 261 | [torch.fft.fftn](https://pytorch.org/docs/stable/generated/torch.fft.fftn.html?highlight=fftn#torch.fft.fftn) | [paddle.fft.fftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.fftn.md) | -| 262 | [torch.fft.rfftfreq](https://pytorch.org/docs/stable/generated/torch.fft.rfftfreq.html?highlight=rfftfreq#torch.fft.rfftfreq) | [paddle.fft.rfftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftfreq_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.rfftfreq.md) | -| 263 | [torch.fft.irfft](https://pytorch.org/docs/stable/generated/torch.fft.irfft.html#torch-fft-irfft) | [paddle.fft.irfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft_cn.html#irfft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.irfft.md) | -| 264 | [torch.fft.ifft2](https://pytorch.org/docs/stable/generated/torch.fft.ifft2.html?highlight=ifft2#torch.fft.ifft2) | [paddle.fft.ifft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.ifft2.md) | -| 265 | [torch.fft.hfft](https://pytorch.org/docs/stable/generated/torch.fft.hfft.html?highlight=hfft#torch.fft.hfft) | [paddle.fft.hfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.hfft.md) | -| 266 | [torch.fft.fftfreq](https://pytorch.org/docs/stable/generated/torch.fft.fftfreq.html?highlight=fftfreq#torch.fft.fftfreq) | [paddle.fft.fftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftfreq_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.fftfreq.md) | -| 267 | [torch.fft.rfft](https://pytorch.org/docs/stable/generated/torch.fft.rfft.html#torch-fft-rfft) | [paddle.fft.rfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft_cn.html#rfft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.rfft.md) | -| 268 | [torch.fft.ihfft2](https://pytorch.org/docs/stable/generated/torch.fft.ihfft2.html?highlight=torch+fft+ihfft2#torch.fft.ihfft2) | [paddle.fft.ihfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.ihfft2.md) | -| 269 | [torch.fft.hfftn](https://pytorch.org/docs/stable/generated/torch.fft.hfftn.html?highlight=torch+fft+hfftn#torch.fft.hfftn) | [paddle.fft.hfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.hfftn.md) | -| 270 | [torch.fft.ihfftn](https://pytorch.org/docs/stable/generated/torch.fft.ihfftn.html?highlight=torch+fft+ihfftn#torch.fft.ihfftn) | [paddle.fft.ihfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.ihfftn.md) | -| 271 | [torch.fft.irfftn](https://pytorch.org/docs/stable/generated/torch.fft.irfftn.html?highlight=irfftn#torch.fft.irfftn) | [paddle.fft.irfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.irfftn.md) | -| 272 | [torch.fft.ihfft](https://pytorch.org/docs/stable/generated/torch.fft.ihfft.html?highlight=ihfft#torch.fft.ihfft) | [paddle.fft.ihfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.ihfft.md) | -| 273 | [torch.fft.fft2](https://pytorch.org/docs/stable/generated/torch.fft.fft2.html?highlight=fft2#torch.fft.fft2) | [paddle.fft.fft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.fft2.md) | -| 274 | [torch.fft.rfft2](https://pytorch.org/docs/stable/generated/torch.fft.rfft2.html) | [paddle.fft.rfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft2_cn.html#rfft2) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.rfft2.md) | -| 275 | [torch.fft.ifftn](https://pytorch.org/docs/stable/generated/torch.fft.ifftn.html?highlight=ifftn#torch.fft.ifftn) | [paddle.fft.ifftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.ifftn.md) | -| 276 | [torch.fft.rfftn](https://pytorch.org/docs/stable/generated/torch.fft.rfftn.html#torch-fft-rfftn) | [paddle.fft.rfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftn_cn.html#rfftn) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.rfftn.md) | -| 277 | [torch.fft.ifft](https://pytorch.org/docs/stable/generated/torch.fft.ifft.html?highlight=ifft#torch.fft.ifft) | [paddle.fft.ifft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.ifft.md) | -| 278 | [torch.cuda.comm.broadcast](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.comm.broadcast.md) | -| 279 | [torch.distributed.init\_process\_group](https://pytorch.org/docs/stable/distributed.html?highlight=init_process#torch.distributed.init_process_group) | [paddle.distributed.init\_parallel\_env](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/init_parallel_env_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.init_process_group.md) | -| 280 | [torch.distributed.ReduceOp](https://pytorch.org/docs/stable/distributed.html?highlight=torch+distributed+reduceop#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.ReduceOp.md) | -| 281 | [torch.distributed.broadcast\_object\_list](https://pytorch.org/docs/stable/distributed.html?highlight=broadcast_object_list#torch.distributed.broadcast_object_list) | [paddle.distributed.broadcast\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/broadcast_object_list_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.broadcast_object_list.md) | -| 282 | [torch.distributed.P2POp](https://pytorch.org/docs/stable/distributed.html#torch.distributed.P2POp) | [paddle.distributed.P2POp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/Overview_cn.html#paddle-distributed) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.P2POp.md) | -| 283 | [torch.distributed.new_group](https://pytorch.org/docs/stable/distributed.html#torch.distributed.new_group) | [paddle.distributed.new_group](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/new_group_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.new_group.md) | -| 284 | [torch.distributed.recv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.recv) | [paddle.distributed.recv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/recv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.recv.md) | -| 285 | [torch.distributed.rpc.init_rpc](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.init_rpc) | [paddle.distributed.rpc.init_rpc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/init_rpc_cn.html#init-rpc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.rpc.init_rpc.md) | -| 286 | [torch.distributed.monitored_barrier](https://pytorch.org/docs/stable/distributed.html#torch.distributed.monitored_barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.monitored_barrier.md) | -| 287 | [torch.distributed.isend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.isend) | [paddle.distributed.isend](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/isend_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.isend.md) | -| 288 | [torch.distributed.barrier](https://pytorch.org/docs/stable/distributed.html?highlight=barrier#torch.distributed.barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.barrier.md) | -| 289 | [torch.distributed.send](https://pytorch.org/docs/stable/distributed.html#torch.distributed.send) | [paddle.distributed.send](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/send_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.send.md) | -| 290 | [torch.distributed.rpc.shutdown](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.shutdown) | [paddle.distributed.rpc.shutdown](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/shutdown_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.rpc.shutdown.md) | -| 291 | [torch.distributed.irecv](https://pytorch.org/docs/stable/distributed.html?highlight=send#torch.distributed.irecv) | [paddle.distributed.irecv](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/irecv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.irecv.md) | -| 292 | [torch.nn.Bilinear](https://pytorch.org/docs/stable/generated/torch.nn.Bilinear.html#torch.nn.Bilinear) | [paddle.nn.Bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Bilinear_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Bilinear.md) | -| 293 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | [paddle.nn.Silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Silu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.SiLU.md) | -| 294 | [torch.nn.MultiLabelMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelMarginLoss.html#torch.nn.MultiLabelMarginLoss) | [paddle.nn.MultiLabelMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MultiLabelMarginLoss.md) | -| 295 | [torch.nn.Dropout](https://pytorch.org/docs/stable/generated/torch.nn.Dropout.html?highlight=dropout#torch.nn.Dropout) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Dropout.md) | -| 296 | [torch.nn.LayerNorm](https://pytorch.org/docs/stable/generated/torch.nn.LayerNorm.html?highlight=layernorm#torch.nn.LayerNorm) | [paddle.nn.LayerNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerNorm_cn.html#layernorm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LayerNorm.md) | -| 297 | [torch.nn.GroupNorm](https://pytorch.org/docs/stable/generated/torch.nn.GroupNorm.html?highlight=groupnorm#torch.nn.GroupNorm) | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.GroupNorm.md) | -| 298 | [torch.nn.BCEWithLogitsLoss](https://pytorch.org/docs/stable/generated/torch.nn.BCEWithLogitsLoss.html#bcewithlogitsloss) | [paddle.nn.BCEWithLogitsLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCEWithLogitsLoss_cn.html#bcewithlogitsloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.BCEWithLogitsLoss.md) | -| 299 | [torch.nn.ELU](https://pytorch.org/docs/stable/generated/torch.nn.ELU.html?highlight=elu#torch.nn.ELU) | [paddle.nn.ELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ELU_cn.html#elu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ELU.md) | -| 300 | [torch.nn.NLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.NLLLoss.html?highlight=nllloss#torch.nn.NLLLoss) | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.NLLLoss.md) | -| 301 | [torch.nn.InstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm3d.html#torch.nn.InstanceNorm3d) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.InstanceNorm3d.md) | -| 302 | [torch.nn.Dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout3d.html?highlight=dropout3d#torch.nn.Dropout3d) | [paddle.nn.Dropout3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout3D_cn.html#dropout3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Dropout3d.md) | -| 303 | [torch.nn.FractionalMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool3d.html#fractionalmaxpool3d) | [paddle.nn.FractionalMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.FractionalMaxPool3d.md) | -| 304 | [torch.nn.Module.register\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_pre_hook) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.register_forward_pre_hook.md) | -| 305 | [torch.nn.Mish](https://pytorch.org/docs/stable/generated/torch.nn.Mish.html?highlight=torch+nn+mish) | [paddle.nn.Mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Mish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Mish.md) | -| 306 | [torch.nn.Hardswish](https://pytorch.org/docs/stable/generated/torch.nn.Hardswish.html#torch.nn.Hardswish) | [paddle.nn.Hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardswish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Hardswish.md) | -| 307 | [torch.nn.Module.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.load_state_dict) | [paddle.nn.Layer.set\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#set-state-dict-state-dict-use-structured-name-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.load_state_dict.md) | -| 308 | [torch.nn.PoissonNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.PoissonNLLLoss) | [paddle.nn.PoissonNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PoissonNLLLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.PoissonNLLLoss.md) | -| 309 | [torch.nn.MaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool1d.html?highlight=maxpool1d#torch.nn.MaxPool1d) | [paddle.nn.MaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool1D_cn.html#maxpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MaxPool1d.md) | -| 310 | [torch.nn.FractionalMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool2d.html#fractionalmaxpool2d) | [paddle.nn.FractionalMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.FractionalMaxPool2d.md) | -| 311 | [torch.nn.Hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.Hardtanh.html#torch.nn.Hardtanh) | [paddle.nn.Hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardtanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Hardtanh.md) | -| 312 | [torch.nn.AdaptiveLogSoftmaxWithLoss](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveLogSoftmaxWithLoss.html#adaptivelogsoftmaxwithloss) | [paddle.nn.AdaptiveLogSoftmaxWithLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveLogSoftmaxWithLoss_cn.html#adaptivelogsoftmaxwithloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveLogSoftmaxWithLoss.md) | -| 313 | [torch.nn.Transformer](https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html#torch.nn.Transformer) | [paddle.nn.Transformer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Transformer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Transformer.md) | -| 314 | [torch.nn.LeakyReLU](https://pytorch.org/docs/stable/generated/torch.nn.LeakyReLU.html?highlight=leakyrelu#torch.nn.LeakyReLU) | [paddle.nn.LeakyReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LeakyReLU_cn.html#leakyrelu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LeakyReLU.md) | -| 315 | [torch.nn.TransformerEncoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoder.html#torch.nn.TransformerEncoder) | [paddle.nn.TransformerEncoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoder_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TransformerEncoder.md) | -| 316 | [torch.nn.SmoothL1Loss](https://pytorch.org/docs/stable/generated/torch.nn.SmoothL1Loss.html?highlight=smoothl1loss#torch.nn.SmoothL1Loss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html#smoothl1loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.SmoothL1Loss.md) | -| 317 | [torch.nn.MultiLabelSoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelSoftMarginLoss.html#torch.nn.MultiLabelSoftMarginLoss) | [paddle.nn.MultiLabelSoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelSoftMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MultiLabelSoftMarginLoss.md) | -| 318 | [torch.nn.CosineEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.CosineEmbeddingLoss.html#torch.nn.CosineEmbeddingLoss) | [paddle.nn.CosineEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineEmbeddingLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.CosineEmbeddingLoss.md) | -| 319 | [torch.nn.MaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool3d.html?highlight=maxpool3d#torch.nn.MaxPool3d) | [paddle.nn.MaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool3D_cn.html#maxpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MaxPool3d.md) | -| 320 | [torch.nn.SELU](https://pytorch.org/docs/stable/generated/torch.nn.SELU.html#torch.nn.SELU) | [paddle.nn.SELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SELU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.SELU.md) | -| 321 | [torch.nn.parallel.DistributedDataParallel](https://pytorch.org/docs/stable/generated/torch.nn.parallel.DistributedDataParallel.html#torch.nn.parallel.DistributedDataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.parallel.DistributedDataParallel.md) | -| 322 | [torch.nn.TransformerEncoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoderLayer.html#torch.nn.TransformerEncoderLayer) | [paddle.nn.TransformerEncoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoderLayer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TransformerEncoderLayer.md) | -| 323 | [torch.nn.SoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.SoftMarginLoss.html#torch.nn.SoftMarginLoss) | [paddle.nn.SoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SoftMarginLoss_cn.html#softmarginloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.SoftMarginLoss.md) | -| 324 | [torch.nn.DataParallel](https://pytorch.org/docs/stable/generated/torch.nn.DataParallel.html?highlight=dataparallel#torch.nn.DataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.DataParallel.md) | -| 325 | [torch.nn.Module.register\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_hook) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.register_forward_hook.md) | -| 326 | [torch.nn.TransformerDecoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoderLayer.html?highlight=transformerdecoderlayer#torch.nn.TransformerDecoderLayer) | [paddle.nn.TransformerDecoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoderLayer_cn.html#transformerdecoderlayer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TransformerDecoderLayer.md) | -| 327 | [torch.nn.CELU](https://pytorch.org/docs/stable/generated/torch.nn.CELU.html#torch.nn.CELU) | [paddle.nn.CELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CELU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.CELU.md) | -| 328 | [torch.nn.MultiMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiMarginLoss) | [paddle.nn.MultiMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MultiMarginLoss.md) | -| 329 | [torch.nn.Dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout2d.html?highlight=dropout2d#torch.nn.Dropout2d) | [paddle.nn.Dropout2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout2D_cn.html#dropout2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Dropout2d.md) | -| 330 | [torch.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html?highlight=convert_sync_batchnorm#torch.nn.SyncBatchNorm.convert_sync_batchnorm) | [paddle.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#convert-sync-batchnorm-layer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.SyncBatchNorm.convert_sync_batchnorm.md) | -| 331 | [torch.nn.AlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.AlphaDropout.html#torch.nn.AlphaDropout) | [paddle.nn.AlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AlphaDropout_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AlphaDropout.md) | -| 332 | [torch.nn.CTCLoss](https://pytorch.org/docs/stable/generated/torch.nn.CTCLoss.html#torch.nn.CTCLoss) | [paddle.nn.CTCLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CTCLoss_cn.html#ctcloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.CTCLoss.md) | -| 333 | [torch.nn.RReLU](https://pytorch.org/docs/stable/generated/torch.nn.RReLU.html#torch.nn.RReLU) | [paddle.nn.RReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/RReLU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.RReLU.md) | -| 334 | [torch.nn.L1Loss](https://pytorch.org/docs/stable/generated/torch.nn.L1Loss.html?highlight=l1loss#torch.nn.L1Loss) | [paddle.nn.L1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/L1Loss_cn.html#l1loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.L1Loss.md) | -| 335 | [torch.nn.ReLU](https://pytorch.org/docs/stable/generated/torch.nn.ReLU.html?highlight=relu#torch.nn.ReLU) | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ReLU.md) | -| 336 | [torch.nn.PReLU](https://pytorch.org/docs/stable/generated/torch.nn.PReLU.html?highlight=prelu#torch.nn.PReLU) | [paddle.nn.PReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PReLU_cn.html#prelu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.PReLU.md) | -| 337 | [torch.nn.RNNBase](https://pytorch.org/docs/stable/generated/torch.nn.RNNBase.html#torch.nn.RNNBase) | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.RNNBase.md) | -| 338 | [torch.nn.MarginRankingLoss](https://pytorch.org/docs/stable/generated/torch.nn.MarginRankingLoss.html#marginrankingloss) | [paddle.nn.MarginRankingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MarginRankingLoss_cn.html#marginrankingloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MarginRankingLoss.md) | -| 339 | [torch.nn.Threshold](https://pytorch.org/docs/stable/generated/torch.nn.Threshold.html#torch.nn.Threshold) | [paddle.nn.ThresholdedReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ThresholdedReLU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Threshold.md) | -| 340 | [torch.nn.KLDivLoss](https://pytorch.org/docs/stable/generated/torch.nn.KLDivLoss.html?highlight=kldivloss#torch.nn.KLDivLoss) | [paddle.nn.KLDivLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/KLDivLoss_cn.html#kldivloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.KLDivLoss.md) | -| 341 | [torch.nn.MSELoss](https://pytorch.org/docs/stable/generated/torch.nn.MSELoss.html?highlight=mseloss#torch.nn.MSELoss) | [paddle.nn.MSELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MSELoss_cn.html#mseloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MSELoss.md) | -| 342 | [torch.nn.BCELoss](https://pytorch.org/docs/stable/generated/torch.nn.BCELoss.html?highlight=bceloss#torch.nn.BCELoss) | [paddle.nn.BCELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCELoss_cn.html#bceloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.BCELoss.md) | -| 343 | [torch.nn.TripletMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginLoss.html#torch.nn.TripletMarginLoss) | [paddle.nn.TripletMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TripletMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.TripletMarginLoss.md) | -| 344 | [torch.nn.FeatureAlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.FeatureAlphaDropout.html#torch.nn.FeatureAlphaDropout) | [paddle.nn.FeatureAlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/FeatureAlphaDropout_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.FeatureAlphaDropout.md) | -| 345 | [torch.nn.ReLU6](https://pytorch.org/docs/stable/generated/torch.nn.ReLU6.html#torch.nn.ReLU6) | [paddle.nn.ReLU6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU6_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ReLU6.md) | -| 346 | [torch.nn.HingeEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.HingeEmbeddingLoss.html#hingeembeddingloss) | [paddle.nn.HingeEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/HingeEmbeddingLoss_cn.html#hingeembeddingloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.HingeEmbeddingLoss.md) | -| 347 | [torch.nn.Hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Hardsigmoid.html?highlight=hardsigmoid#torch.nn.Hardsigmoid) | [paddle.nn.Hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Hardsigmoid.md) | -| 348 | [torch.nn.CrossEntropyLoss](https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html#torch.nn.CrossEntropyLoss) | [paddle.nn.CrossEntropyLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CrossEntropyLoss_cn.html#crossentropyloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.CrossEntropyLoss.md) | -| 349 | [torch.nn.Dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout1d.html#torch.nn.Dropout1d) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Dropout1d.md) | -| 350 | [torch.nn.MaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool2d.html?highlight=maxpool2d#torch.nn.MaxPool2d) | [paddle.nn.MaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool2D_cn.html#maxpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MaxPool2d.md) | -| 351 | [torch.nn.MultiheadAttention](https://pytorch.org/docs/stable/generated/torch.nn.MultiheadAttention.html#torch.nn.MultiheadAttention) | [paddle.nn.MultiHeadAttention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiHeadAttention_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.MultiheadAttention.md) | -| 352 | [torch.utils.data.SubsetRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.SubsetRandomSampler) | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.SubsetRandomSampler.md) | -| 353 | [torch.utils.cpp_extension.CUDAExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cudaextension#torch.utils.cpp_extension.CUDAExtension) | [paddle.utils.cpp_extension.CUDAExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CUDAExtension_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.CUDAExtension.md) | -| 354 | [torch.utils.checkpoint.checkpoint](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.checkpoint) | [paddle.distributed.fleet.utils.recompute](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.checkpoint.checkpoint.md) | -| 355 | [torch.utils.cpp_extension.CppExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cppextension#torch.utils.cpp_extension.CppExtension) | [paddle.utils.cpp_extension.CppExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.CppExtension.md) | -| 356 | [torch.utils.data.DataLoader](https://pytorch.org/docs/stable/data.html?highlight=dataloader#torch.utils.data.DataLoader) | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.DataLoader.md) | -| 357 | [torch.utils.data.distributed.DistributedSampler](https://docs.pytorch.org/docs/stable/data.html#torch.utils.data.distributed.DistributedSampler) | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.distributed.DistributedSampler.md) | -| 358 | [torch.utils.cpp_extension.load](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+load#torch.utils.cpp_extension.load) | [paddle.utils.cpp_extension.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/load_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.load.md) | -| 359 | [torch.signal.windows.general_cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/audio/functional/torch.signal.windows.general_cosine.md) | -| 360 | [torch.signal.windows.general_hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/audio/functional/torch.signal.windows.general_hamming.md) | -| 361 | [torch.signal.windows.hann](https://pytorch.org/docs/stable/generated/torch.signal.windows.hann.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/audio/functional/torch.signal.windows.hann.md) | -| 362 | [torch.signal.windows.exponential](https://pytorch.org/docs/stable/generated/torch.signal.windows.exponential.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/audio/functional/torch.signal.windows.exponential.md) | -| 363 | [torch.signal.windows.hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/audio/functional/torch.signal.windows.hamming.md) | -| 364 | [torch.signal.windows.gaussian](https://pytorch.org/docs/stable/generated/torch.signal.windows.gaussian.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/audio/functional/torch.signal.windows.gaussian.md) | -| 365 | [torch.signal.windows.blackman](https://pytorch.org/docs/stable/generated/torch.signal.windows.blackman.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/audio/functional/torch.signal.windows.blackman.md) | -| 366 | [torch.signal.windows.cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/audio/functional/torch.signal.windows.cosine.md) | -| 367 | [torch.distributions.transforms.SigmoidTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.SigmoidTransform.md) | -| 368 | [torch.distributions.transformed_distribution.TransformedDistribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transformed_distribution.TransformedDistribution) | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transformed_distribution.TransformedDistribution.md) | -| 369 | [torch.distributions.gamma.Gamma](https://pytorch.org/docs/stable/distributions.html#gamma) | [paddle.distribution.Gamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gamma_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.gamma.Gamma.md) | -| 370 | [torch.distributions.transforms.StackTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StackTransform) | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.StackTransform.md) | -| 371 | [torch.distributions.transforms.PowerTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.PowerTransform.md) | -| 372 | [torch.distributions.beta.Beta](https://pytorch.org/docs/stable/distributions.html#torch.distributions.beta.Beta) | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.beta.Beta.md) | -| 373 | [torch.distributions.transforms.Transform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.Transform) | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.Transform.md) | -| 374 | [torch.distributions.transforms.SoftmaxTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SoftmaxTransform) | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.SoftmaxTransform.md) | -| 375 | [torch.distributions.log_normal.LogNormal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.log_normal.LogNormal) | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.log_normal.LogNormal.md) | -| 376 | [torch.distributions.bernoulli.Bernoulli](https://pytorch.org/docs/stable/distributions.html#torch.distributions.bernoulli.Bernoulli) | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.bernoulli.Bernoulli.md) | -| 377 | [torch.distributions.binomial.Binomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.binomial.Binomial) | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.binomial.Binomial.md) | -| 378 | [torch.distributions.laplace.Laplace](https://pytorch.org/docs/stable/distributions.html#torch.distributions.laplace.Laplace) | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.laplace.Laplace.md) | -| 379 | [torch.distributions.lkj_cholesky.LKJCholesky](https://pytorch.org/docs/stable/distributions.html#torch.distributions.lkj_cholesky.LKJCholesky) | [paddle.distribution.LKJCholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/LKJCholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.lkj_cholesky.LKJCholesky.md) | -| 380 | [torch.distributions.cauchy.Cauchy](https://pytorch.org/docs/stable/distributions.html#torch.distributions.cauchy.Cauchy) | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.cauchy.Cauchy.md) | -| 381 | [torch.distributions.studentT.StudentT](https://pytorch.org/docs/stable/distributions.html#studentt) | [paddle.distribution.StudentT](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/StudentT_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.studentT.StudentT.md) | -| 382 | [torch.distributions.continuous_bernoulli.ContinuousBernoulli](https://pytorch.org/docs/stable/distributions.html) | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md) | -| 383 | [torch.distributions.multinomial.Multinomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.multinomial.Multinomial) | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.multinomial.Multinomial.md) | -| 384 | [torch.distributions.dirichlet.Dirichlet](https://pytorch.org/docs/stable/distributions.html#torch.distributions.dirichlet.Dirichlet) | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.dirichlet.Dirichlet.md) | -| 385 | [torch.distributions.exp_family.ExponentialFamily](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exp_family.ExponentialFamily) | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.exp_family.ExponentialFamily.md) | -| 386 | [torch.distributions.categorical.Categorical](https://pytorch.org/docs/stable/distributions.html#torch.distributions.categorical.Categorical) | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.categorical.Categorical.md) | -| 387 | [torch.distributions.transforms.ReshapeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ReshapeTransform) | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.ReshapeTransform.md) | -| 388 | [torch.distributions.gumbel.Gumbel](https://pytorch.org/docs/stable/distributions.html#torch.distributions.gumbel.Gumbel) | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.gumbel.Gumbel.md) | -| 389 | [torch.distributions.transforms.AbsTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AbsTransform) | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.AbsTransform.md) | -| 390 | [torch.distributions.normal.Normal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.normal.Normal) | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.normal.Normal.md) | -| 391 | [torch.distributions.transforms.ExpTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ExpTransform) | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.ExpTransform.md) | -| 392 | [torch.distributions.chi2.Chi2](https://pytorch.org/docs/stable/distributions.html#chi2) | [paddle.distribution.Chi2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Chi2_cn.html#prob-value) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.chi2.Chi2.md) | -| 393 | [torch.distributions.uniform.Uniform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.uniform.Uniform) | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.uniform.Uniform.md) | -| 394 | [torch.distributions.transforms.StickBreakingTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StickBreakingTransform) | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.StickBreakingTransform.md) | -| 395 | [torch.distributions.exponential.Exponential](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exponential.Exponential.arg_constraints) | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.exponential.Exponential.md) | -| 396 | [torch.distributions.multivariate_normal.MultivariateNormal](https://pytorch.org/docs/stable/distributions.html#multivariatenormal) | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.multivariate_normal.MultivariateNormal.md) | -| 397 | [torch.distributions.geometric.Geometric](https://pytorch.org/docs/stable/distributions.html#torch.distributions.geometric.Geometric) | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.geometric.Geometric.md) | -| 398 | [torch.distributions.transforms.ComposeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ComposeTransform) | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.ComposeTransform.md) | -| 399 | [torch.distributions.transforms.AffineTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AffineTransform) | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.AffineTransform.md) | -| 400 | [torch.distributions.independent.Independent](https://pytorch.org/docs/stable/distributions.html#torch.distributions.independent.Independent) | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.independent.Independent.md) | -| 401 | [torch.distributions.poisson.Poisson](https://pytorch.org/docs/stable/distributions.html#poisson) | [paddle.distribution.Poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/Poisson_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.poisson.Poisson.md) | -| 402 | [torch.distributions.transforms.IndependentTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.IndependentTransform) | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.IndependentTransform.md) | -| 403 | [torch.distributions.distribution.Distribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution) | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.md) | -| 404 | [torch.distributions.transforms.TanhTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.TanhTransform) | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.TanhTransform.md) | -| 405 | [flash\_attn.flash\_attn\_interface.flash\_attn\_func](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/flash_attn_interface.py#L808) | [paddle.nn.functional.flash\_attention.flash\_attention](https://github.com/PaddlePaddle/Paddle/blob/900d27c40ef4567d7ea6342f3f0eedd394885ecb/python/paddle/nn/functional/flash_attention.py#L248) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.flash_attn_interface.flash_attn_func.md) | -| 406 | [flash\_attn.flash\_attn\_interface.flash\_attn\_unpadded\_func](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/flash_attn_interface.py#L1050) | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md) | -| 407 | [torchvision.ops.RoIAlign](https://pytorch.org/vision/main/generated/torchvision.ops.RoIAlign.html) | [paddle.vision.ops.RoIAlign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIAlign_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.RoIAlign.md) | -| 408 | [torchvision.transforms.functional.normalize](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.normalize.html) | [paddle.vision.transforms.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/normalize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.normalize.md) | -| 409 | [torchvision.transforms.Normalize](https://pytorch.org/vision/main/generated/torchvision.transforms.Normalize.html) | [paddle.vision.transforms.Normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Normalize__upper_cn.html#normalize) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.Normalize.md) | -| 410 | [torchvision.datasets.ImageFolder](https://pytorch.org/vision/main/generated/torchvision.datasets.ImageFolder.html) | [paddle.vision.datasets.ImageFolder](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/ImageFolder_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.datasets.ImageFolder.md) | -| 411 | [fairscale.nn.model_parallel.layers.RowParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L299) | [paddle.distributed.fleet.meta_parallel.RowParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L291) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.layers.RowParallelLinear.md) | -| 412 | [fairscale.nn.model_parallel.layers.ColumnParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L218) | [paddle.distributed.fleet.meta_parallel.ColumnParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L153) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.layers.ColumnParallelLinear.md) | -| 413 | [fairscale.nn.model_parallel.layers.ParallelEmbedding](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L152) | [paddle.distributed.fleet.meta_parallel.VocabParallelEmbedding](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L37) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.layers.ParallelEmbedding.md) | -| 414 | [transformers.GenerationConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/text_generation#transformers.GenerationConfig) | [paddlenlp.generation.GenerationConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/configuration_utils.py#L62) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.GenerationConfig.md) | -| 415 | [transformers.AddedToken](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/tokenization_utils_base.py#L84) | [paddlenlp.transformers.AddedToken](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils_base.py#L48) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.AddedToken.md) | -| 416 | [transformers.PretrainedConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/configuration#transformers.PretrainedConfig) | [paddlenlp.transformers.PretrainedConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/57000fa12ce67024238f0b56a6fde63c592c54ce/paddlenlp/transformers/configuration_utils.py#L317) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PretrainedConfig.md) | +| 1 | torch.clamp_min | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clamp_min.md) | +| 2 | [torch.randint_like](https://pytorch.org/docs/stable/generated/torch.randint_like.html?highlight=randint_like#torch.randint_like) | [paddle.randint_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_like_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randint_like.md) | +| 3 | [torch.distributed.init\_process\_group](https://pytorch.org/docs/stable/distributed.html?highlight=init_process#torch.distributed.init_process_group) | [paddle.distributed.init\_parallel\_env](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/init_parallel_env_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.init_process_group.md) | +| 4 | [torch.nn.functional.nll_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.nll_loss.html#torch-nn-functional-nll-loss) | [paddle.nn.functional.nll_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/nll_loss_cn.html#nll-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.nll_loss.md) | +| 5 | [torch.distributions.transforms.SigmoidTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SigmoidTransform.md) | +| 6 | [torch.nn.functional.leaky_relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.leaky_relu.html#torch.nn.functional.leaky_relu) | [paddle.nn.functional.leaky_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.leaky_relu.md) | +| 7 | [torch.lerp](https://pytorch.org/docs/stable/generated/torch.lerp.html?highlight=lerp#torch.lerp) | [paddle.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lerp_cn.html#lerp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lerp.md) | +| 8 | [torch.nn.Bilinear](https://pytorch.org/docs/stable/generated/torch.nn.Bilinear.html#torch.nn.Bilinear) | [paddle.nn.Bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Bilinear_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Bilinear.md) | +| 9 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | [paddle.nn.Silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Silu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SiLU.md) | +| 10 | [torch.neg](https://pytorch.org/docs/stable/generated/torch.neg.html?highlight=neg#torch.neg) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.neg.md) | +| 11 | [torch.hamming_window](https://pytorch.org/docs/stable/generated/torch.hamming_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hamming_window.md) | +| 12 | [torch.distributions.transformed_distribution.TransformedDistribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transformed_distribution.TransformedDistribution) | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transformed_distribution.TransformedDistribution.md) | +| 13 | [torch.Tensor.type](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch.Tensor.type) | [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.type.md) | +| 14 | [torch.Tensor.round](https://pytorch.org/docs/stable/generated/torch.Tensor.round.html#torch.Tensor.round) | [paddle.Tensor.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.round.md) | +| 15 | [torch.fft.fft](https://pytorch.org/docs/stable/generated/torch.fft.fft.html?highlight=fft#torch.fft.fft) | [paddle.fft.fft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fft.md) | +| 16 | [torch.std](https://pytorch.org/docs/stable/generated/torch.std.html) | [paddle.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/std_cn.html#std) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.std.md) | +| 17 | [torch.special.i1](https://pytorch.org/docs/stable/special.html#torch.special.i1) | [paddle.i1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i1.md) | +| 18 | [torch.nn.functional.max_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool2d.html#torch.nn.functional.max_pool2d) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool2d.md) | +| 19 | [torch.special.i0e](https://pytorch.org/docs/stable/special.html#torch.special.i0e) | [paddle.i0e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0e_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0e.md) | +| 20 | [torch.blackman_window](https://pytorch.org/docs/stable/generated/torch.blackman_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.blackman_window.md) | +| 21 | [torch.nn.MultiLabelMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelMarginLoss.html#torch.nn.MultiLabelMarginLoss) | [paddle.nn.MultiLabelMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiLabelMarginLoss.md) | +| 22 | [torch.logaddexp](https://pytorch.org/docs/stable/generated/torch.logaddexp.html#torch.logaddexp) | [paddle.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logaddexp_cn.html#logaddexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logaddexp.md) | +| 23 | [torch.cummax](https://pytorch.org/docs/stable/generated/torch.cummax.html?highlight=cummax#torch.cummax) | [paddle.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummax_cn.html#cummax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cummax.md) | +| 24 | [torch.nn.functional.max_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool3d.html#torch.nn.functional.max_pool3d) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool3d.md) | +| 25 | [torch.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.amp.autocast.md) | +| 26 | [torch.jit.save](https://pytorch.org/docs/stable/generated/torch.jit.save.html#torch-jit-save) | [paddle.jit.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/save_cn.html#cn-api-paddle-jit-save) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.save.md) | +| 27 | [torch.cosh](https://pytorch.org/docs/stable/generated/torch.cosh.html#torch.cosh) | [paddle.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cosh_cn.html#cosh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cosh.md) | +| 28 | [torch.angle](https://pytorch.org/docs/stable/generated/torch.angle.html) | [paddle.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/angle_cn.html#angle) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.angle.md) | +| 29 | [torch.distributed.ReduceOp](https://pytorch.org/docs/stable/distributed.html?highlight=torch+distributed+reduceop#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.ReduceOp.md) | +| 30 | [torch.isneginf](https://pytorch.org/docs/stable/generated/torch.isneginf.html#torch-isneginf) | [paddle.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isneginf_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.isneginf.md) | +| 31 | [torch.remainder](https://pytorch.org/docs/stable/generated/torch.remainder.html?highlight=remainder#torch.remainder) | [paddle.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/remainder_cn.html#remainder) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.remainder.md) | +| 32 | [torch.cross](https://pytorch.org/docs/stable/generated/torch.cross.html?highlight=cross#torch.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html#cross) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cross.md) | +| 33 | [torch.nn.functional.ctc_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.ctc_loss.html#torch.nn.functional.ctc_loss) | [paddle.nn.functional.ctc_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/ctc_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.ctc_loss.md) | +| 34 | [torch.distributions.gamma.Gamma](https://pytorch.org/docs/stable/distributions.html#gamma) | [paddle.distribution.Gamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gamma_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gamma.Gamma.md) | +| 35 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/generated/torch.Tensor.sub_.html) | paddle.Tensor.subtract_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub_.md) | +| 36 | [torch.utils.data.SubsetRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.SubsetRandomSampler) | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.SubsetRandomSampler.md) | +| 37 | [torch.utils.cpp_extension.CUDAExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cudaextension#torch.utils.cpp_extension.CUDAExtension) | [paddle.utils.cpp_extension.CUDAExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CUDAExtension_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.CUDAExtension.md) | +| 38 | [torch.special.round](https://pytorch.org/docs/stable/special.html#torch.special.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/round_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.round.md) | +| 39 | [torch.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html?highlight=cholesky_inverse#torch.cholesky_inverse) | [paddle.linalg.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_inverse_cn.html#cholesky-inverse) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cholesky_inverse.md) | +| 40 | [torch.linalg.inv](https://pytorch.org/docs/stable/generated/torch.linalg.inv.html#torch.linalg.inv) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.inv.md) | +| 41 | [torch.max_pool2d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.max_pool2d.md) | +| 42 | [torch.copysign](https://pytorch.org/docs/stable/generated/torch.copysign.html#torch.copysign) | [paddle.copysign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/copysign_cn.html#copysign) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.copysign.md) | +| 43 | [torch.nn.Dropout](https://pytorch.org/docs/stable/generated/torch.nn.Dropout.html?highlight=dropout#torch.nn.Dropout) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout.md) | +| 44 | [torch.fft.hfft2](https://pytorch.org/docs/stable/generated/torch.fft.hfft2.html?highlight=torch+fft+hfft2#torch.fft.hfft2) | [paddle.fft.hfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfft2.md) | +| 45 | [torch.cuda.comm.broadcast](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cuda.comm.broadcast.md) | +| 46 | [torch.hub.list](https://pytorch.org/docs/stable/hub.html?highlight=hub+list#torch.hub.list) | [paddle.hub.list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/list_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.list.md) | +| 47 | [torch.linalg.vecdot](https://pytorch.org/docs/stable/generated/torch.linalg.vecdot.html) | [paddle.linalg.vecdot](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L1881) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.vecdot.md) | +| 48 | [torch.square](https://pytorch.org/docs/stable/generated/torch.square.html?highlight=square#torch.square) | [paddle.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/square_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.square.md) | +| 49 | [torch.special.log1p](https://pytorch.org/docs/stable/special.html#torch.special.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.log1p.md) | +| 50 | [torch.nn.functional.dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout2d.html#torch.nn.functional.dropout2d) | [paddle.nn.functional.dropout2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout2d.md) | +| 51 | [torch.optim.SGD](https://pytorch.org/docs/stable/generated/torch.optim.SGD.html) | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.SGD.md) | +| 52 | [torch.fft.irfft2](https://pytorch.org/docs/stable/generated/torch.fft.irfft2.html#torch-fft-irfft2) | [paddle.fft.irfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft2_cn.html#irfft2) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfft2.md) | +| 53 | [torch.lu](https://pytorch.org/docs/stable/generated/torch.lu.html?highlight=lu#torch.lu) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu.md) | +| 54 | [torch.quantile](https://pytorch.org/docs/stable/generated/torch.quantile.html?highlight=quantile#torch.quantile) | [paddle.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/quantile_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.quantile.md) | +| 55 | [torch.distributions.transforms.StackTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StackTransform) | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StackTransform.md) | +| 56 | [torch.ormqr](https://pytorch.org/docs/stable/generated/torch.ormqr.html#torch.ormqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ormqr.md) | +| 57 | [torch.linalg.svdvals](https://pytorch.org/docs/stable/generated/torch.linalg.svdvals.html#torch.linalg.svdvals) | [paddle.linalg.svdvals](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L3019) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.svdvals.md) | +| 58 | [torch.Tensor.index\_add\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add_.html#torch.Tensor.index_add_) | paddle.Tensor.index_add_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.index_add_.md) | +| 59 | [torch.utils.checkpoint.checkpoint](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.checkpoint) | [paddle.distributed.fleet.utils.recompute](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.checkpoint.checkpoint.md) | +| 60 | [torch.distributed.broadcast\_object\_list](https://pytorch.org/docs/stable/distributed.html?highlight=broadcast_object_list#torch.distributed.broadcast_object_list) | [paddle.distributed.broadcast\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/broadcast_object_list_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.broadcast_object_list.md) | +| 61 | [torch.Tensor.random_](https://pytorch.org/docs/stable/generated/torch.Tensor.random_.html) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/uniform__en.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.random_.md) | +| 62 | [torch.nn.functional.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.rrelu.md) | +| 63 | [torch.linalg.cholesky](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky.html?highlight=linalg+cholesky#torch.linalg.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cholesky.md) | +| 64 | [torch.Tensor.backward](https://pytorch.org/docs/stable/generated/torch.Tensor.backward.html#torch.Tensor.backward) | [paddle.Tensor.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#backward-grad-tensor-none-retain-graph-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.backward.md) | +| 65 | [torch.nn.functional.cosine\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_embedding_loss.html#torch.nn.functional.cosine_embedding_loss) | [paddle.nn.functional.cosine\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_embedding_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.cosine_embedding_loss.md) | +| 66 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asarray.md) | +| 67 | [torch.nn.functional.feature\_alpha\_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.feature_alpha_dropout.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.feature_alpha_dropout.md) | +| 68 | [torch.cumprod](https://pytorch.org/docs/stable/generated/torch.cumprod.html?highlight=cumprod#torch.cumprod) | [paddle.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cumprod.md) | +| 69 | [torch.autograd.functional.jacobian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jacobian.html#torch.autograd.functional.jacobian) | [paddle.incubate.autograd.Jacobian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Jacobian_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.jacobian.md) | +| 70 | [torch.cummin](https://pytorch.org/docs/stable/generated/torch.cummin.html) | [paddle.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummin_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cummin.md) | +| 71 | [torch.asinh](https://pytorch.org/docs/stable/generated/torch.asinh.html#torch.asinh) | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asinh.md) | +| 72 | [torch.nn.LayerNorm](https://pytorch.org/docs/stable/generated/torch.nn.LayerNorm.html?highlight=layernorm#torch.nn.LayerNorm) | [paddle.nn.LayerNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerNorm_cn.html#layernorm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.LayerNorm.md) | +| 73 | [torch.Tensor.bernoulli](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli.html#torch.Tensor.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html#bernoulli) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.bernoulli.md) | +| 74 | [torch.distributions.transforms.PowerTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.PowerTransform.md) | +| 75 | [torch.linalg.solve](https://pytorch.org/docs/stable/generated/torch.linalg.solve.html#torch.linalg.solve) | [paddle.linalg.solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.solve.md) | +| 76 | [torch.utils.cpp_extension.CppExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cppextension#torch.utils.cpp_extension.CppExtension) | [paddle.utils.cpp_extension.CppExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.CppExtension.md) | +| 77 | [torch.hypot](https://pytorch.org/docs/stable/generated/torch.hypot.html#torch.hypot) | [paddle.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hypot.md) | +| 78 | [torch.nextafter](https://pytorch.org/docs/stable/generated/torch.nextafter.html?highlight=nextafter#torch.nextafter) | [paddle.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nextafter.md) | +| 79 | [torch.fmod](https://pytorch.org/docs/stable/generated/torch.fmod.html?highlight=fmod#torch.fmod) | [paddle.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mod_cn.html#mod) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmod.md) | +| 80 | [torch.fix](https://pytorch.org/docs/stable/generated/torch.fix.html?highlight=torch+fix#torch.fix) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fix.md) | +| 81 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | [paddle.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/median_cn.html#median) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.median.md) | +| 82 | [torch.distributions.beta.Beta](https://pytorch.org/docs/stable/distributions.html#torch.distributions.beta.Beta) | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.beta.Beta.md) | +| 83 | [torch.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html?highlight=lgamma#torch.lgamma) | [paddle.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html#lgamma) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lgamma.md) | +| 84 | [torch.nn.GroupNorm](https://pytorch.org/docs/stable/generated/torch.nn.GroupNorm.html?highlight=groupnorm#torch.nn.GroupNorm) | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.GroupNorm.md) | +| 85 | [torch.autograd.grad](https://pytorch.org/docs/stable/generated/torch.autograd.grad.html#torch.autograd.grad) | [paddle.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/grad_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.grad.md) | +| 86 | [torch.distributions.transforms.Transform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.Transform) | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.Transform.md) | +| 87 | [torch.linalg.solve_triangular](https://pytorch.org/docs/stable/generated/torch.linalg.solve_triangular.html?highlight=torch+linalg+solve_triangular#torch.linalg.solve_triangular) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.solve_triangular.md) | +| 88 | [torch.nn.BCEWithLogitsLoss](https://pytorch.org/docs/stable/generated/torch.nn.BCEWithLogitsLoss.html#bcewithlogitsloss) | [paddle.nn.BCEWithLogitsLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCEWithLogitsLoss_cn.html#bcewithlogitsloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.BCEWithLogitsLoss.md) | +| 89 | [fairscale.nn.model_parallel.layers.RowParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L299) | [paddle.distributed.fleet.meta_parallel.RowParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L291) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.RowParallelLinear.md) | +| 90 | [torch.nn.ELU](https://pytorch.org/docs/stable/generated/torch.nn.ELU.html?highlight=elu#torch.nn.ELU) | [paddle.nn.ELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ELU_cn.html#elu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ELU.md) | +| 91 | [torch.jit.load](https://pytorch.org/docs/stable/generated/torch.jit.load.html#torch.jit.load) | [paddle.jit.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/load_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.load.md) | +| 92 | [torch.nn.NLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.NLLLoss.html?highlight=nllloss#torch.nn.NLLLoss) | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.NLLLoss.md) | +| 93 | [torch.nn.functional.multilabel\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_margin_loss.html) | [paddle.nn.functional.multi\_label\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_margin_loss_cn.html#multi-label-margin-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multilabel_margin_loss.md) | +| 94 | [torch.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan2.md) | +| 95 | [torch.acosh](https://pytorch.org/docs/stable/generated/torch.acosh.html?highlight=acosh#torch.acosh) | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acosh.md) | +| 96 | [torch.Tensor.contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.contiguous.html) | [paddle.Tensor.contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#contiguous) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.contiguous.md) | +| 97 | [torch.optim.ASGD](https://pytorch.org/docs/stable/generated/torch.optim.ASGD.html) | [paddle.optimizer.ASGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/ASGD_cn.html#cn-api-paddle-optimizer-asgd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.ASGD.md) | +| 98 | [torch.distributions.transforms.SoftmaxTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SoftmaxTransform) | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SoftmaxTransform.md) | +| 99 | [transformers.GenerationConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/text_generation#transformers.GenerationConfig) | [paddlenlp.generation.GenerationConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/configuration_utils.py#L62) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.GenerationConfig.md) | +| 100 | [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product) | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.householder_product.md) | +| 101 | [torch.special.erf](https://pytorch.org/docs/stable/special.html?highlight=torch+special+erf#torch.special.erf) | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erf.md) | +| 102 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | [paddle.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmedian_cn.html#nanmedian) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanmedian.md) | +| 103 | [torch.inverse](https://pytorch.org/docs/stable/generated/torch.inverse.html?highlight=inverse#torch.inverse) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.inverse.md) | +| 104 | [torch.signal.windows.general_cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.general_cosine.md) | +| 105 | [torch.distributions.log_normal.LogNormal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.log_normal.LogNormal) | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.log_normal.LogNormal.md) | +| 106 | [torch.distributed.P2POp](https://pytorch.org/docs/stable/distributed.html#torch.distributed.P2POp) | [paddle.distributed.P2POp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/Overview_cn.html#paddle-distributed) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.P2POp.md) | +| 107 | [torch.distributions.bernoulli.Bernoulli](https://pytorch.org/docs/stable/distributions.html#torch.distributions.bernoulli.Bernoulli) | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.bernoulli.Bernoulli.md) | +| 108 | [torch.special.sinc](https://pytorch.org/docs/stable/special.html#torch.special.sinc) | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.sinc.md) | +| 109 | [torch.nn.InstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm3d.html#torch.nn.InstanceNorm3d) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.InstanceNorm3d.md) | +| 110 | [torch.nn.functional.l1_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.l1_loss.html?highlight=l1_loss#torch.nn.functional.l1_loss) | [paddle.nn.functional.l1_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/l1_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.l1_loss.md) | +| 111 | [torch.Tensor.numpy](https://pytorch.org/docs/stable/generated/torch.Tensor.numpy.html?highlight=numpy#torch.Tensor.numpy) | [paddle.Tensor.numpy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#numpy) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.numpy.md) | +| 112 | [torch.linalg.det](https://pytorch.org/docs/stable/generated/torch.linalg.det.html#torch.linalg.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.det.md) | +| 113 | [torch.linspace](https://pytorch.org/docs/stable/generated/torch.linspace.html?highlight=linspace#torch.linspace) | [paddle.linspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linspace_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linspace.md) | +| 114 | [torch.nn.functional.margin\_ranking\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.margin_ranking_loss.html?highlight=margin_ranking_loss#torch.nn.functional.margin_ranking_loss) | [paddle.nn.functional.margin\_ranking\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/margin_ranking_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.margin_ranking_loss.md) | +| 115 | [torch.nn.functional.normalize](https://pytorch.org/docs/stable/generated/torch.nn.functional.normalize.html?highlight=normalize#torch.nn.functional.normalize) | [paddle.nn.functional.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/normalize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.normalize.md) | +| 116 | [torch.distributions.binomial.Binomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.binomial.Binomial) | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.binomial.Binomial.md) | +| 117 | [torch.Tensor.log\_normal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_normal_.html#torch-tensor-log-normal) | [paddle.Tensor.log\_normal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log_normal-mean-1-0-std-2-0-shape-none-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.log_normal_.md) | +| 118 | [torch.optim.RMSprop](https://pytorch.org/docs/stable/generated/torch.optim.RMSprop.html) | [paddle.optimizer.RMSProp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RMSProp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.RMSprop.md) | +| 119 | torch.scalar_tensor | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.scalar_tensor.md) | +| 120 | [torch.distributions.laplace.Laplace](https://pytorch.org/docs/stable/distributions.html#torch.distributions.laplace.Laplace) | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.laplace.Laplace.md) | +| 121 | [torch.distributed.new_group](https://pytorch.org/docs/stable/distributed.html#torch.distributed.new_group) | [paddle.distributed.new_group](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/new_group_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.new_group.md) | +| 122 | [torch.distributions.lkj_cholesky.LKJCholesky](https://pytorch.org/docs/stable/distributions.html#torch.distributions.lkj_cholesky.LKJCholesky) | [paddle.distribution.LKJCholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/LKJCholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.lkj_cholesky.LKJCholesky.md) | +| 123 | [torch.utils.data.DataLoader](https://pytorch.org/docs/stable/data.html?highlight=dataloader#torch.utils.data.DataLoader) | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.DataLoader.md) | +| 124 | [torch.distributions.cauchy.Cauchy](https://pytorch.org/docs/stable/distributions.html#torch.distributions.cauchy.Cauchy) | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.cauchy.Cauchy.md) | +| 125 | [torch.linalg.matrix_norm](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_norm.html#torch.linalg.matrix_norm) | [paddle.linalg.matrix_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_norm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_norm.md) | +| 126 | [torch.isposinf](https://pytorch.org/docs/stable/generated/torch.isposinf.html#torch-isposinf) | [paddle.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isposinf_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.isposinf.md) | +| 127 | [torch.index_add](https://pytorch.org/docs/stable/generated/torch.index_add.html#torch.index_add) | [paddle.index_add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/index_add_cn.html#index-add) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.index_add.md) | +| 128 | [torch.acos](https://pytorch.org/docs/stable/generated/torch.acos.html?highlight=acos#torch.acos) | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acos.md) | +| 129 | [torch.Tensor.sub](https://pytorch.org/docs/stable/generated/torch.Tensor.sub.html#torch.Tensor.sub) | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub.md) | +| 130 | [torch.randint](https://pytorch.org/docs/stable/generated/torch.randint.html?highlight=randint#torch.randint) | [paddle.randint](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_cn.html#randint) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randint.md) | +| 131 | [torch.linalg.cross](https://pytorch.org/docs/stable/generated/torch.linalg.cross.html?highlight=torch+linalg+cross#torch.linalg.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cross.md) | +| 132 | [torch.nn.functional.scaled\_dot\_product\_attention](https://pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.html#torch-nn-functional-scaled-dot-product-attention) | [paddle.nn.functional.scaled\_dot\_product\_attention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/scaled_dot_product_attention_cn.html#scaled-dot-product-attention) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.scaled_dot_product_attention.md) | +| 133 | [torch.nn.functional.max_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool1d.html#torch.nn.functional.max_pool1d) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool1d.md) | +| 134 | [torch.Tensor.index_add](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add.html#torch.Tensor.index_add) | paddle.Tensor.index_add | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.index_add.md) | +| 135 | [torch.optim.Optimizer.step](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.step.html#torch-optim-optimizer-step) | [paddle.optimizer.Optimizer.step](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#step) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Optimizer.step.md) | +| 136 | [torch.mv](https://pytorch.org/docs/stable/generated/torch.mv.html?highlight=torch+mv#torch.mv) | [paddle.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mv.md) | +| 137 | [torch.Tensor.new_tensor](https://pytorch.org/docs/stable/generated/torch.Tensor.new_tensor.html#torch-tensor-new-tensor) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.new_tensor.md) | +| 138 | [torch.vdot](https://pytorch.org/docs/stable/generated/torch.vdot.html#torch.vdot) | [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.vdot.md) | +| 139 | [torch.fft.fftn](https://pytorch.org/docs/stable/generated/torch.fft.fftn.html?highlight=fftn#torch.fft.fftn) | [paddle.fft.fftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fftn.md) | +| 140 | [fairscale.nn.model_parallel.layers.ColumnParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L218) | [paddle.distributed.fleet.meta_parallel.ColumnParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L153) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.ColumnParallelLinear.md) | +| 141 | [torch.nn.Dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout3d.html?highlight=dropout3d#torch.nn.Dropout3d) | [paddle.nn.Dropout3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout3D_cn.html#dropout3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout3d.md) | +| 142 | [torchvision.ops.RoIAlign](https://pytorch.org/vision/main/generated/torchvision.ops.RoIAlign.html) | [paddle.vision.ops.RoIAlign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIAlign_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.ops.RoIAlign.md) | +| 143 | [torch.distributed.recv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.recv) | [paddle.distributed.recv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/recv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.recv.md) | +| 144 | [torch.distributions.studentT.StudentT](https://pytorch.org/docs/stable/distributions.html#studentt) | [paddle.distribution.StudentT](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/StudentT_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.studentT.StudentT.md) | +| 145 | [torch.nn.functional.mish](https://pytorch.org/docs/stable/generated/torch.nn.functional.mish.html?highlight=torch+nn+functional+mish#torch.nn.functional.mish) | [paddle.nn.functional.mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.mish.md) | +| 146 | [torch.fft.rfftfreq](https://pytorch.org/docs/stable/generated/torch.fft.rfftfreq.html?highlight=rfftfreq#torch.fft.rfftfreq) | [paddle.fft.rfftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftfreq_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfftfreq.md) | +| 147 | [transformers.AddedToken](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/tokenization_utils_base.py#L84) | [paddlenlp.transformers.AddedToken](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils_base.py#L48) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.AddedToken.md) | +| 148 | [torch.Tensor.clone](https://pytorch.org/docs/stable/generated/torch.Tensor.clone.html#torch.Tensor.clone) | [paddle.Tensor.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clone) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.clone.md) | +| 149 | [torch.nn.FractionalMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool3d.html#fractionalmaxpool3d) | [paddle.nn.FractionalMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FractionalMaxPool3d.md) | +| 150 | [torch.optim.RAdam](https://pytorch.org/docs/stable/generated/torch.optim.RAdam.html#torch.optim.RAdam) | [paddle.optimizer.RAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RAdam_cn.html#radam) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.RAdam.md) | +| 151 | [torch.distributions.continuous_bernoulli.ContinuousBernoulli](https://pytorch.org/docs/stable/distributions.html) | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md) | +| 152 | [torch.negative](https://pytorch.org/docs/stable/generated/torch.negative.html?highlight=torch+negative#torch.negative) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.negative.md) | +| 153 | [torch.nn.Module.register\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_pre_hook) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.register_forward_pre_hook.md) | +| 154 | [torch.special.erfinv](https://pytorch.org/docs/stable/special.html#torch.special.erfinv) | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erfinv.md) | +| 155 | [torch.special.polygamma](https://pytorch.org/docs/stable/special.html#torch.special.polygamma) | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.polygamma.md) | +| 156 | [torch.bernoulli](https://pytorch.org/docs/stable/generated/torch.bernoulli.html#torch.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.bernoulli.md) | +| 157 | [torch.distributions.multinomial.Multinomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.multinomial.Multinomial) | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multinomial.Multinomial.md) | +| 158 | [torch.inner](https://pytorch.org/docs/stable/generated/torch.inner.html?highlight=inner#torch.inner) | [paddle.inner](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/inner_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.inner.md) | +| 159 | [torch.fft.irfft](https://pytorch.org/docs/stable/generated/torch.fft.irfft.html#torch-fft-irfft) | [paddle.fft.irfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft_cn.html#irfft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfft.md) | +| 160 | [torch.nn.functional.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.celu.md) | +| 161 | [torch.bucketize](https://pytorch.org/docs/stable/generated/torch.bucketize.html#torch.bucketize) | [paddle.bucketize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bucketize_cn.html#paddle-bucketize) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.bucketize.md) | +| 162 | [torch.nn.Mish](https://pytorch.org/docs/stable/generated/torch.nn.Mish.html?highlight=torch+nn+mish) | [paddle.nn.Mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Mish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Mish.md) | +| 163 | [torch.distributions.dirichlet.Dirichlet](https://pytorch.org/docs/stable/distributions.html#torch.distributions.dirichlet.Dirichlet) | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.dirichlet.Dirichlet.md) | +| 164 | [torch.nan\_to\_num](https://pytorch.org/docs/stable/generated/torch.nan_to_num.html?highlight=nan_to_num#torch.nan_to_num) | [paddle.nan\_to\_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nan_to_num_cn.html#nan-to-num) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nan_to_num.md) | +| 165 | [torch.fft.ifft2](https://pytorch.org/docs/stable/generated/torch.fft.ifft2.html?highlight=ifft2#torch.fft.ifft2) | [paddle.fft.ifft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifft2.md) | +| 166 | [torch.fft.hfft](https://pytorch.org/docs/stable/generated/torch.fft.hfft.html?highlight=hfft#torch.fft.hfft) | [paddle.fft.hfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfft.md) | +| 167 | [torch.signal.windows.general_hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.general_hamming.md) | +| 168 | [torch.triu_indices](https://pytorch.org/docs/stable/generated/torch.triu_indices.html?highlight=triu_indices#torch.triu_indices) | [paddle.triu_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_indices_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.triu_indices.md) | +| 169 | [torch.logspace](https://pytorch.org/docs/stable/generated/torch.logspace.html?highlight=logspace#torch.logspace) | [paddle.logspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logspace_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logspace.md) | +| 170 | [torch.set_printoptions](https://pytorch.org/docs/stable/generated/torch.set_printoptions.html?highlight=torch+set_printoptions#torch.set_printoptions) | [paddle.set_printoptions](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_printoptions_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.set_printoptions.md) | +| 171 | [torch.nn.Hardswish](https://pytorch.org/docs/stable/generated/torch.nn.Hardswish.html#torch.nn.Hardswish) | [paddle.nn.Hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardswish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardswish.md) | +| 172 | [torch.autograd.backward](https://pytorch.org/docs/stable/generated/torch.autograd.backward.html#torch.autograd.backward) | [paddle.autograd.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/backward_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.backward.md) | +| 173 | [torch.nn.Module.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.load_state_dict) | [paddle.nn.Layer.set\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#set-state-dict-state-dict-use-structured-name-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.load_state_dict.md) | +| 174 | [torch.signal.windows.hann](https://pytorch.org/docs/stable/generated/torch.signal.windows.hann.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.hann.md) | +| 175 | [torch.save](https://pytorch.org/docs/stable/generated/torch.save.html?highlight=save#torch.save) | [paddle.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/save_cn.html#save) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.save.md) | +| 176 | [torch.autograd.functional.hessian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.hessian.html#torch.autograd.functional.hessian) | [paddle.incubate.autograd.Hessian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Hessian_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.hessian.md) | +| 177 | [torch.fmax](https://pytorch.org/docs/stable/generated/torch.fmax.html#torch.fmax) | [paddle.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmax.md) | +| 178 | [torch.linalg.svd](https://pytorch.org/docs/stable/generated/torch.linalg.svd.html?highlight=svd#torch.linalg.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.svd.md) | +| 179 | [torch.nn.functional.triplet\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_loss.html?highlight=triplet_margin_loss#torch.nn.functional.triplet_margin_loss) | [paddle.nn.functional.triplet\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.triplet_margin_loss.md) | +| 180 | [torch.nn.functional.fractional\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool3d.html#torch-nn-functional-fractional-max-pool3d) | [paddle.nn.functional.fractional\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.fractional_max_pool3d.md) | +| 181 | [torch.special.psi](https://pytorch.org/docs/stable/special.html#torch.special.psi) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.psi.md) | +| 182 | [torch.baddbmm](https://pytorch.org/docs/stable/generated/torch.baddbmm.html?highlight=baddbmm#torch.baddbmm) | [paddle.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/baddbmm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.baddbmm.md) | +| 183 | [torch.linalg.eigvalsh](https://pytorch.org/docs/stable/generated/torch.linalg.eigvalsh.html#torch.linalg.eigvalsh) | [paddle.linalg.eigvalsh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvalsh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigvalsh.md) | +| 184 | [torch.nn.functional.binary\_cross\_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy.html) | [paddle.nn.functional.binary\_cross\_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/binary_cross_entropy_cn.html#binary-cross-entropy) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.binary_cross_entropy.md) | +| 185 | [torch.deg2rad](https://pytorch.org/docs/stable/generated/torch.deg2rad.html#torch-deg2rad) | [paddle.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/deg2rad_cn.html#paddle.deg2rad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.deg2rad.md) | +| 186 | [torch.fft.fftfreq](https://pytorch.org/docs/stable/generated/torch.fft.fftfreq.html?highlight=fftfreq#torch.fft.fftfreq) | [paddle.fft.fftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftfreq_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fftfreq.md) | +| 187 | [torch.nn.functional.hardswish](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardswish.html#torch.nn.functional.hardswish) | [paddle.nn.functional.hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardswish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hardswish.md) | +| 188 | [torch.nn.PoissonNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.PoissonNLLLoss) | [paddle.nn.PoissonNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PoissonNLLLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.PoissonNLLLoss.md) | +| 189 | [torch.Tensor.round_](https://pytorch.org/docs/stable/generated/torch.Tensor.round_.html#torch.Tensor.round_) | [paddle.Tensor.round_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.round_.md) | +| 190 | [torch.nn.functional.poisson\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.poisson_nll_loss.html) | [paddle.nn.functional.poisson\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/poisson_nll_loss_cn.html#poisson-nll-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.poisson_nll_loss.md) | +| 191 | [torch.distributions.exp_family.ExponentialFamily](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exp_family.ExponentialFamily) | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exp_family.ExponentialFamily.md) | +| 192 | [torch.nn.MaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool1d.html?highlight=maxpool1d#torch.nn.MaxPool1d) | [paddle.nn.MaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool1D_cn.html#maxpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool1d.md) | +| 193 | [torch.distributed.rpc.init_rpc](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.init_rpc) | [paddle.distributed.rpc.init_rpc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/init_rpc_cn.html#init-rpc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.rpc.init_rpc.md) | +| 194 | [torch.nn.FractionalMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool2d.html#fractionalmaxpool2d) | [paddle.nn.FractionalMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FractionalMaxPool2d.md) | +| 195 | [flash\_attn.flash\_attn\_interface.flash\_attn\_func](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/flash_attn_interface.py#L808) | [paddle.nn.functional.flash\_attention.flash\_attention](https://github.com/PaddlePaddle/Paddle/blob/900d27c40ef4567d7ea6342f3f0eedd394885ecb/python/paddle/nn/functional/flash_attention.py#L248) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_func.md) | +| 196 | [torch.gcd](https://pytorch.org/docs/stable/generated/torch.gcd.html#torch-gcd) | [paddle.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gcd_cn.html#gcd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.gcd.md) | +| 197 | [torch.optim.NAdam](https://pytorch.org/docs/stable/generated/torch.optim.NAdam.html#torch.optim.NAdam) | [paddle.optimizer.NAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/NAdam_cn.html#nadam) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.NAdam.md) | +| 198 | [torch.trunc](https://pytorch.org/docs/stable/generated/torch.trunc.html?highlight=torch+trunc#torch.trunc) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.trunc.md) | +| 199 | [torch.Tensor.unique](https://pytorch.org/docs/stable/generated/torch.Tensor.unique.html?highlight=unique#torch.Tensor.unique) | [paddle.Tensor.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unique-return-index-false-return-inverse-false-return-counts-false-axis-none-dtype-int64-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.unique.md) | +| 200 | [torch.nn.Hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.Hardtanh.html#torch.nn.Hardtanh) | [paddle.nn.Hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardtanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardtanh.md) | +| 201 | [torch.nn.AdaptiveLogSoftmaxWithLoss](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveLogSoftmaxWithLoss.html#adaptivelogsoftmaxwithloss) | [paddle.nn.AdaptiveLogSoftmaxWithLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveLogSoftmaxWithLoss_cn.html#adaptivelogsoftmaxwithloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.AdaptiveLogSoftmaxWithLoss.md) | +| 202 | [torch.qr](https://pytorch.org/docs/stable/generated/torch.qr.html#torch.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.qr.md) | +| 203 | [torch.ldexp](https://pytorch.org/docs/stable/generated/torch.ldexp.html#torch.ldexp) | [paddle.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ldexp_cn.html#ldexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ldexp.md) | +| 204 | [torch.profiler.profile](https://pytorch.org/docs/stable/profiler.html#torch.profiler.profile) | [paddle.profiler.Profiler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/Profiler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.profiler.profile.md) | +| 205 | [torch.Tensor.is_contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.is_contiguous.html#torch-tensor-is-contiguous) | [paddle.Tensor.is_contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-contiguous) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.is_contiguous.md) | +| 206 | [torch.distributions.categorical.Categorical](https://pytorch.org/docs/stable/distributions.html#torch.distributions.categorical.Categorical) | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.categorical.Categorical.md) | +| 207 | [torch.signal.windows.exponential](https://pytorch.org/docs/stable/generated/torch.signal.windows.exponential.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.exponential.md) | +| 208 | [torch.asin](https://pytorch.org/docs/stable/generated/torch.asin.html#torch.asin) | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asin.md) | +| 209 | [torch.fft.rfft](https://pytorch.org/docs/stable/generated/torch.fft.rfft.html#torch-fft-rfft) | [paddle.fft.rfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft_cn.html#rfft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfft.md) | +| 210 | [torch.hub.help](https://pytorch.org/docs/stable/hub.html?highlight=hub+help#torch.hub.help) | [paddle.hub.help](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/help_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.help.md) | +| 211 | [torch.utils.data.distributed.DistributedSampler](https://docs.pytorch.org/docs/stable/data.html#torch.utils.data.distributed.DistributedSampler) | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.distributed.DistributedSampler.md) | +| 212 | [torch.distributed.monitored_barrier](https://pytorch.org/docs/stable/distributed.html#torch.distributed.monitored_barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.monitored_barrier.md) | +| 213 | [torch.unique](https://pytorch.org/docs/stable/generated/torch.unique.html?highlight=unique#torch.unique) | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.unique.md) | +| 214 | [torch.signbit](https://pytorch.org/docs/stable/generated/torch.signbit.html#torch-signbit) | [paddle.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signbit.md) | +| 215 | [torch.distributions.transforms.ReshapeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ReshapeTransform) | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ReshapeTransform.md) | +| 216 | [torch.nn.Transformer](https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html#torch.nn.Transformer) | [paddle.nn.Transformer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Transformer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Transformer.md) | +| 217 | [torch.nn.functional.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.selu.md) | +| 218 | [torch.svd](https://pytorch.org/docs/stable/generated/torch.svd.html?highlight=torch+svd#torch.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.svd.md) | +| 219 | [torch.atan](https://pytorch.org/docs/stable/generated/torch.atan.html#torch.atan) | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan.md) | +| 220 | [torch.distributions.gumbel.Gumbel](https://pytorch.org/docs/stable/distributions.html#torch.distributions.gumbel.Gumbel) | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gumbel.Gumbel.md) | +| 221 | [torch.nn.LeakyReLU](https://pytorch.org/docs/stable/generated/torch.nn.LeakyReLU.html?highlight=leakyrelu#torch.nn.LeakyReLU) | [paddle.nn.LeakyReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LeakyReLU_cn.html#leakyrelu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.LeakyReLU.md) | +| 222 | [torch.normal](https://pytorch.org/docs/stable/generated/torch.normal.html#torch.normal) | [paddle.normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/normal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.normal.md) | +| 223 | [torch.nanmean](https://pytorch.org/docs/stable/generated/torch.nanmean.html?highlight=nanmean#torch.nanmean) | [paddle.nanmean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmean_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanmean.md) | +| 224 | [torch.searchsorted](https://pytorch.org/docs/stable/generated/torch.searchsorted.html#torch-searchsorted) | [paddle.searchsorted](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/searchsorted_cn.html#searchsorted) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.searchsorted.md) | +| 225 | [torch.Tensor.nanmean](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmean.html?highlight=nanmean#torch.Tensor.nanmean) | [paddle.Tensor.nanmean](暂无对应文档) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.nanmean.md) | +| 226 | [torch.fft.ihfft2](https://pytorch.org/docs/stable/generated/torch.fft.ihfft2.html?highlight=torch+fft+ihfft2#torch.fft.ihfft2) | [paddle.fft.ihfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfft2.md) | +| 227 | [torch.nn.TransformerEncoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoder.html#torch.nn.TransformerEncoder) | [paddle.nn.TransformerEncoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoder_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerEncoder.md) | +| 228 | [torch.nn.functional.gumbel_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.gumbel_softmax.html#torch.nn.functional.gumbel_softmax) | [paddle.nn.functional.gumbel_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gumbel_softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.gumbel_softmax.md) | +| 229 | [torch.distributed.isend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.isend) | [paddle.distributed.isend](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/isend_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.isend.md) | +| 230 | [torch.nn.SmoothL1Loss](https://pytorch.org/docs/stable/generated/torch.nn.SmoothL1Loss.html?highlight=smoothl1loss#torch.nn.SmoothL1Loss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html#smoothl1loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SmoothL1Loss.md) | +| 231 | [torch.linalg.qr](https://pytorch.org/docs/stable/generated/torch.linalg.qr.html#torch.linalg.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.qr.md) | +| 232 | [torch.special.multigammaln](https://pytorch.org/docs/stable/special.html#torch.special.multigammaln) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.multigammaln.md) | +| 233 | [torch.distributions.transforms.AbsTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AbsTransform) | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AbsTransform.md) | +| 234 | [torch.lt](https://pytorch.org/docs/stable/generated/torch.lt.html#torch.lt) | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lt.md) | +| 235 | [torch.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autocast.md) | +| 236 | [torch.fft.hfftn](https://pytorch.org/docs/stable/generated/torch.fft.hfftn.html?highlight=torch+fft+hfftn#torch.fft.hfftn) | [paddle.fft.hfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfftn.md) | +| 237 | [torch.nn.functional.kl_div](https://pytorch.org/docs/stable/generated/torch.nn.functional.kl_div.html?highlight=kl_div#torch.nn.functional.kl_div) | [paddle.nn.functional.kl_div](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/kl_div_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.kl_div.md) | +| 238 | [torch.sparse\_csr\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_csr_tensor.html#torch.sparse_csr_tensor) | [paddle.sparse.sparse\_csr\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_csr_tensor_cn.html#sparse-csr-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sparse_csr_tensor.md) | +| 239 | [torch.nn.functional.cross_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.cross_entropy.html?highlight=cross_#torch.nn.functional.cross_entropy) | [paddle.nn.functional.cross_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cross_entropy_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.cross_entropy.md) | +| 240 | [torch.distributions.normal.Normal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.normal.Normal) | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.normal.Normal.md) | +| 241 | [torch.nn.functional.hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardtanh.html#torch.nn.functional.hardtanh) | [paddle.nn.functional.hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hardtanh.md) | +| 242 | [torch.optim.Adamax](https://pytorch.org/docs/stable/generated/torch.optim.Adamax.html) | [paddle.optimizer.Adamax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adamax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adamax.md) | +| 243 | [torch.nn.MultiLabelSoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelSoftMarginLoss.html#torch.nn.MultiLabelSoftMarginLoss) | [paddle.nn.MultiLabelSoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelSoftMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiLabelSoftMarginLoss.md) | +| 244 | [torch.Tensor.resize_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_.html) | [paddle.Tensor.resize_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#resize-shape-fill-zero-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.resize_.md) | +| 245 | [torch.distributions.transforms.ExpTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ExpTransform) | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ExpTransform.md) | +| 246 | [torch.nn.CosineEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.CosineEmbeddingLoss.html#torch.nn.CosineEmbeddingLoss) | [paddle.nn.CosineEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineEmbeddingLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CosineEmbeddingLoss.md) | +| 247 | [torch.distributions.chi2.Chi2](https://pytorch.org/docs/stable/distributions.html#chi2) | [paddle.distribution.Chi2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Chi2_cn.html#prob-value) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.chi2.Chi2.md) | +| 248 | [torch.signal.windows.hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.hamming.md) | +| 249 | [torch.abs](https://pytorch.org/docs/stable/generated/torch.abs.html?highlight=abs#torch.abs) | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.abs.md) | +| 250 | [torch.atanh](https://pytorch.org/docs/stable/generated/torch.atanh.html#torch.atanh) | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atanh.md) | +| 251 | [torch.autograd.functional.vjp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.vjp.html#torch.autograd.functional.vjp) | [paddle.incubate.autograd.vjp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/vjp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.vjp.md) | +| 252 | [torch.lu_unpack](https://pytorch.org/docs/stable/generated/torch.lu_unpack.html?highlight=lu_unpack#torch.lu_unpack) | [paddle.linalg.lu_unpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_unpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu_unpack.md) | +| 253 | [torch.fft.ihfftn](https://pytorch.org/docs/stable/generated/torch.fft.ihfftn.html?highlight=torch+fft+ihfftn#torch.fft.ihfftn) | [paddle.fft.ihfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfftn.md) | +| 254 | [torch.Tensor.geometric_](https://pytorch.org/docs/stable/generated/torch.Tensor.geometric_.html) | [paddle.Tensor.geometric_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.geometric_.md) | +| 255 | [torch.distributed.barrier](https://pytorch.org/docs/stable/distributed.html?highlight=barrier#torch.distributed.barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.barrier.md) | +| 256 | [torch.linalg.eigvals](https://pytorch.org/docs/stable/generated/torch.linalg.eigvals.html?highlight=torch+linalg+eigvals#torch.linalg.eigvals) | [paddle.linalg.eigvals](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvals_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigvals.md) | +| 257 | [torch.max_pool1d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.max_pool1d.md) | +| 258 | [torch.utils.cpp_extension.load](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+load#torch.utils.cpp_extension.load) | [paddle.utils.cpp_extension.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/load_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.load.md) | +| 259 | [torch.exp](https://pytorch.org/docs/stable/generated/torch.exp.html?highlight=torch+exp#torch.exp) | [paddle.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/exp_cn.html#exp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.exp.md) | +| 260 | [torch.stft](https://pytorch.org/docs/stable/generated/torch.stft.html?highlight=stft#torch.stft) | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.stft.md) | +| 261 | [torch.distributions.uniform.Uniform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.uniform.Uniform) | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.uniform.Uniform.md) | +| 262 | [torch.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.logcumsumexp.html#torch-logcumsumexp) | [paddle.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logcumsumexp.md) | +| 263 | [torch.optim.Adam](https://pytorch.org/docs/stable/generated/torch.optim.Adam.html) | [paddle.optimizer.Adam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adam_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adam.md) | +| 264 | [torch.nn.MaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool3d.html?highlight=maxpool3d#torch.nn.MaxPool3d) | [paddle.nn.MaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool3D_cn.html#maxpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool3d.md) | +| 265 | [torch.nn.SELU](https://pytorch.org/docs/stable/generated/torch.nn.SELU.html#torch.nn.SELU) | [paddle.nn.SELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SELU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SELU.md) | +| 266 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html#softmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.softmax.md) | +| 267 | [torch.ne](https://pytorch.org/docs/stable/generated/torch.ne.html?highlight=torch.ne#torch.ne) | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ne.md) | +| 268 | [torch.Tensor.symeig](https://pytorch.org/docs/stable/generated/torch.Tensor.symeig.html#torch.Tensor.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.symeig.md) | +| 269 | [torch.signal.windows.gaussian](https://pytorch.org/docs/stable/generated/torch.signal.windows.gaussian.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.gaussian.md) | +| 270 | [torch.linalg.pinv](https://pytorch.org/docs/stable/generated/torch.linalg.pinv.html#torch.linalg.pinv) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.pinv.md) | +| 271 | [torch.distributions.transforms.StickBreakingTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StickBreakingTransform) | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StickBreakingTransform.md) | +| 272 | [torch.nn.functional.log_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.log_softmax.html#torch.nn.functional.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.log_softmax.md) | +| 273 | [torch.Tensor.to](https://pytorch.org/docs/stable/generated/torch.Tensor.to.html#torch.Tensor.to) | [paddle.Tensor.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#to-args-kwargs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.to.md) | +| 274 | [torch.nn.parallel.DistributedDataParallel](https://pytorch.org/docs/stable/generated/torch.nn.parallel.DistributedDataParallel.html#torch.nn.parallel.DistributedDataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.parallel.DistributedDataParallel.md) | +| 275 | [torch.signal.windows.blackman](https://pytorch.org/docs/stable/generated/torch.signal.windows.blackman.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.blackman.md) | +| 276 | [torch.jit.ignore](https://pytorch.org/docs/stable/generated/torch.jit.ignore.html#torch-jit-ignore) | [paddle.jit.not\_to\_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/not_to_static_cn.html#not-to-static) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.ignore.md) | +| 277 | [torch.distributed.send](https://pytorch.org/docs/stable/distributed.html#torch.distributed.send) | [paddle.distributed.send](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/send_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.send.md) | +| 278 | [torch.fft.irfftn](https://pytorch.org/docs/stable/generated/torch.fft.irfftn.html?highlight=irfftn#torch.fft.irfftn) | [paddle.fft.irfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfftn.md) | +| 279 | [torch.fft.ihfft](https://pytorch.org/docs/stable/generated/torch.fft.ihfft.html?highlight=ihfft#torch.fft.ihfft) | [paddle.fft.ihfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfft.md) | +| 280 | [torch.renorm](https://pytorch.org/docs/stable/generated/torch.renorm.html#torch-renorm) | paddle.renorm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.renorm.md) | +| 281 | [torch.randn_like](https://pytorch.org/docs/stable/generated/torch.randn_like.html#torch.randn_like) | [paddle.randn_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_like_cn.html#randn_like) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randn_like.md) | +| 282 | [torch.distributed.rpc.shutdown](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.shutdown) | [paddle.distributed.rpc.shutdown](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/shutdown_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.rpc.shutdown.md) | +| 283 | [torch.optim.Adagrad](https://pytorch.org/docs/stable/generated/torch.optim.Adagrad.html) | [paddle.optimizer.Adagrad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adagrad_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adagrad.md) | +| 284 | [torch.nn.TransformerEncoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoderLayer.html#torch.nn.TransformerEncoderLayer) | [paddle.nn.TransformerEncoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoderLayer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerEncoderLayer.md) | +| 285 | [torch.log1p](https://pytorch.org/docs/stable/generated/torch.log1p.html?highlight=log1p#torch.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.log1p.md) | +| 286 | [torch.Tensor.exponential_](https://pytorch.org/docs/stable/generated/torch.Tensor.exponential_.html#torch.Tensor.exponential_) | [paddle.Tensor.exponential_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exponential-lam-1-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.exponential_.md) | +| 287 | [torch.special.gammaincc](https://pytorch.org/docs/stable/special.html#torch.special.gammaincc) | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaincc.md) | +| 288 | [torch.nn.SoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.SoftMarginLoss.html#torch.nn.SoftMarginLoss) | [paddle.nn.SoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SoftMarginLoss_cn.html#softmarginloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SoftMarginLoss.md) | +| 289 | [torch.jit.script](https://pytorch.org/docs/stable/generated/torch.jit.script.html#torch-jit-script) | [paddle.jit.to_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/to_static_cn.html#paddle.jit.to_static) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.script.md) | +| 290 | [torch.onnx.export](https://pytorch.org/docs/stable/onnx.html#torch.onnx.export) | [paddle.onnx.export](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/onnx/export_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.onnx.export.md) | +| 291 | [torch.load](https://pytorch.org/docs/stable/generated/torch.load.html?highlight=load#torch.load) | [paddle.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/load_cn.html#load) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.load.md) | +| 292 | [torch.nn.functional.elu](https://pytorch.org/docs/stable/generated/torch.nn.functional.elu.html#torch.nn.functional.elu) | [paddle.nn.functional.elu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/elu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.elu.md) | +| 293 | [torch.hann_window](https://pytorch.org/docs/stable/generated/torch.hann_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hann_window.md) | +| 294 | [torch.hub.download\_url\_to\_file](https://pytorch.org/docs/stable/hub.html?highlight=download#torch.hub.download_url_to_file) | [paddle.utils.download.get\_weights\_path\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/download/get_weights_path_from_url_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.download_url_to_file.md) | +| 295 | [torch.fft.fft2](https://pytorch.org/docs/stable/generated/torch.fft.fft2.html?highlight=fft2#torch.fft.fft2) | [paddle.fft.fft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fft2.md) | +| 296 | [torch.linalg.matrix_power](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_power.html?highlight=torch+linalg+matrix_power#torch.linalg.matrix_power) | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_power.md) | +| 297 | [torch.hub.load\_state\_dict\_from\_url](https://pytorch.org/docs/stable/hub.html#torch.hub.load_state_dict_from_url) | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load_state_dict_from_url.md) | +| 298 | [torch.fft.rfft2](https://pytorch.org/docs/stable/generated/torch.fft.rfft2.html) | [paddle.fft.rfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft2_cn.html#rfft2) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfft2.md) | +| 299 | [torch.fmin](https://pytorch.org/docs/stable/generated/torch.fmin.html#torch.fmin) | [paddle.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmin.md) | +| 300 | [torch.mode](https://pytorch.org/docs/stable/generated/torch.mode.html) | [paddle.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/mode_cn.html#mode) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mode.md) | +| 301 | [torch.distributions.exponential.Exponential](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exponential.Exponential.arg_constraints) | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exponential.Exponential.md) | +| 302 | [torch.distributions.multivariate_normal.MultivariateNormal](https://pytorch.org/docs/stable/distributions.html#multivariatenormal) | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multivariate_normal.MultivariateNormal.md) | +| 303 | [torch.addmm](https://pytorch.org/docs/stable/generated/torch.addmm.html?highlight=addmm#torch.addmm) | [paddle.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/addmm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.addmm.md) | +| 304 | [torch.Tensor.bernoulli_](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli_.html#torch.Tensor.bernoulli_) | [paddle.Tensor.bernoulli_](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/tensor.py) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.bernoulli_.md) | +| 305 | [torch.log10](https://pytorch.org/docs/stable/generated/torch.log10.html?highlight=log10#torch.log10) | [paddle.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log10_cn.html#log10) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.log10.md) | +| 306 | [torch.nn.modules.batchnorm._BatchNorm](https://pytorch.org/docs/stable/_modules/torch/nn/modules/batchnorm.html) | [paddle.nn.layer.norm._BatchNormBase](https://github.com/PaddlePaddle/Paddle/blob/b51d50bc9ee9eaa5cefa18507195b239e4513194/python/paddle/nn/layer/norm.py#L701) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.modules.batchnorm._BatchNorm.md) | +| 307 | [torch.Tensor.to\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_csr.html#torch-tensor-to-sparse-csr) | [paddle.Tensor.to\_sparse\_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.to_sparse_csr.md) | +| 308 | [torch.distributions.geometric.Geometric](https://pytorch.org/docs/stable/distributions.html#torch.distributions.geometric.Geometric) | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.geometric.Geometric.md) | +| 309 | [torch.special.logit](https://pytorch.org/docs/stable/special.html#torch.special.logit) | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.logit.md) | +| 310 | [torch.sgn](https://pytorch.org/docs/stable/generated/torch.sgn.html?highlight=torch+sgn#torch.sgn) | [paddle.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sgn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sgn.md) | +| 311 | [torchvision.transforms.functional.normalize](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.normalize.html) | [paddle.vision.transforms.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/normalize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.transforms.functional.normalize.md) | +| 312 | [torch.distributions.transforms.ComposeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ComposeTransform) | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ComposeTransform.md) | +| 313 | [torch.special.i0](https://pytorch.org/docs/stable/special.html#torch.special.i0) | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0.md) | +| 314 | [torch.Tensor.multinomial](https://pytorch.org/docs/stable/generated/torch.Tensor.multinomial.html#torch.Tensor.multinomial) | paddle.Tensor.multinomial | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.multinomial.md) | +| 315 | [torch.nn.DataParallel](https://pytorch.org/docs/stable/generated/torch.nn.DataParallel.html?highlight=dataparallel#torch.nn.DataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.DataParallel.md) | +| 316 | [torch.nn.Module.register\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_hook) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.register_forward_hook.md) | +| 317 | [torch.hub.load](https://pytorch.org/docs/stable/hub.html?highlight=hub+load#torch.hub.load) | [paddle.hub.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load.md) | +| 318 | [torch.linalg.cond](https://pytorch.org/docs/stable/generated/torch.linalg.cond.html#torch.linalg.cond) | [paddle.linalg.cond](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/cond_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cond.md) | +| 319 | [torch.nn.functional.relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu.html#torch.nn.functional.relu) | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.relu.md) | +| 320 | [torch.nn.functional.hinge\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.hinge_embedding_loss.html#torch.nn.functional.hinge_embedding_loss) | [paddle.nn.functional.hinge\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hinge_embedding_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hinge_embedding_loss.md) | +| 321 | [torch.nn.TransformerDecoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoderLayer.html?highlight=transformerdecoderlayer#torch.nn.TransformerDecoderLayer) | [paddle.nn.TransformerDecoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoderLayer_cn.html#transformerdecoderlayer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerDecoderLayer.md) | +| 322 | [torch.tril_indices](https://pytorch.org/docs/stable/generated/torch.tril_indices.html?highlight=tril_indices#torch.tril_indices) | [paddle.tril_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_indices_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tril_indices.md) | +| 323 | [torch.nn.CELU](https://pytorch.org/docs/stable/generated/torch.nn.CELU.html#torch.nn.CELU) | [paddle.nn.CELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CELU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CELU.md) | +| 324 | [torch.distributions.transforms.AffineTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AffineTransform) | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AffineTransform.md) | +| 325 | [torch.signal.windows.cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.cosine.md) | +| 326 | [torch.optim.Rprop](https://pytorch.org/docs/stable/generated/torch.optim.Rprop.html) | [paddle.optimizer.Rprop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Rprop_cn.html#cn-api-paddle-optimizer-rprop) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Rprop.md) | +| 327 | [torch.multiprocessing.spawn](https://pytorch.org/docs/stable/multiprocessing.html#torch.multiprocessing.spawn) | [paddle.distributed.spawn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/spawn_cn.html#spawn) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.multiprocessing.spawn.md) | +| 328 | [torch.cholesky](https://pytorch.org/docs/stable/generated/torch.cholesky.html?highlight=cholesky#torch.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cholesky.md) | +| 329 | [torch.frac](https://pytorch.org/docs/stable/generated/torch.frac.html?highlight=frac#torch.frac) | [paddle.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frac_cn.html#frac) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.frac.md) | +| 330 | [torch.distributed.irecv](https://pytorch.org/docs/stable/distributed.html?highlight=send#torch.distributed.irecv) | [paddle.distributed.irecv](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/irecv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.irecv.md) | +| 331 | [torch.nn.MultiMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiMarginLoss) | [paddle.nn.MultiMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiMarginLoss.md) | +| 332 | [torch.nn.Dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout2d.html?highlight=dropout2d#torch.nn.Dropout2d) | [paddle.nn.Dropout2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout2D_cn.html#dropout2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout2d.md) | +| 333 | [torch.randperm](https://pytorch.org/docs/stable/generated/torch.randperm.html?highlight=rand#torch.randperm) | [paddle.randperm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randperm_cn.html#randperm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randperm.md) | +| 334 | [torch.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html?highlight=convert_sync_batchnorm#torch.nn.SyncBatchNorm.convert_sync_batchnorm) | [paddle.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#convert-sync-batchnorm-layer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SyncBatchNorm.convert_sync_batchnorm.md) | +| 335 | [torch.rad2deg](https://pytorch.org/docs/stable/generated/torch.rad2deg.html?highlight=torch+rad2deg#torch.rad2deg) | [paddle.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rad2deg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.rad2deg.md) | +| 336 | [torch.fft.ifftn](https://pytorch.org/docs/stable/generated/torch.fft.ifftn.html?highlight=ifftn#torch.fft.ifftn) | [paddle.fft.ifftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifftn.md) | +| 337 | [torch.frexp](https://pytorch.org/docs/stable/generated/torch.frexp.html?highlight=frexp#torch.frexp) | [paddle.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frexp_cn.html#frexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.frexp.md) | +| 338 | [torchvision.transforms.Normalize](https://pytorch.org/vision/main/generated/torchvision.transforms.Normalize.html) | [paddle.vision.transforms.Normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Normalize__upper_cn.html#normalize) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.transforms.Normalize.md) | +| 339 | [torch.distributions.independent.Independent](https://pytorch.org/docs/stable/distributions.html#torch.distributions.independent.Independent) | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.independent.Independent.md) | +| 340 | [torch.nn.AlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.AlphaDropout.html#torch.nn.AlphaDropout) | [paddle.nn.AlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AlphaDropout_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.AlphaDropout.md) | +| 341 | [torch.nn.functional.binary\_cross\_entropy\_with\_logits](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy_with_logits.html?highlight=binary_cross_entropy_with_logits#torch.nn.functional.binary_cross_entropy_with_logits) | [paddle.nn.functional.binary\_cross\_entropy\_with\_logits](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/binary_cross_entropy_with_logits_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.binary_cross_entropy_with_logits.md) | +| 342 | [torch.special.i1e](https://pytorch.org/docs/stable/special.html#torch.special.i1e) | [paddle.i1e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1e_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i1e.md) | +| 343 | [torch.nn.CTCLoss](https://pytorch.org/docs/stable/generated/torch.nn.CTCLoss.html#torch.nn.CTCLoss) | [paddle.nn.CTCLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CTCLoss_cn.html#ctcloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CTCLoss.md) | +| 344 | [torch.nn.functional.fractional\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool2d.html#torch-nn-functional-fractional-max-pool2d) | [paddle.nn.functional.fractional\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.fractional_max_pool2d.md) | +| 345 | [torch.tensordot](https://pytorch.org/docs/stable/generated/torch.tensordot.html?highlight=tensordot#torch.tensordot) | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tensordot.md) | +| 346 | [torch.linalg.matrix_rank](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_rank.html?highlight=matrix_rank#torch.linalg.matrix_rank) | [paddle.linalg.matrix_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_rank_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_rank.md) | +| 347 | [torch.nn.RReLU](https://pytorch.org/docs/stable/generated/torch.nn.RReLU.html#torch.nn.RReLU) | [paddle.nn.RReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/RReLU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RReLU.md) | +| 348 | [torch.special.digamma](https://pytorch.org/docs/stable/special.html#torch.special.digamma) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.digamma.md) | +| 349 | [torch.nn.L1Loss](https://pytorch.org/docs/stable/generated/torch.nn.L1Loss.html?highlight=l1loss#torch.nn.L1Loss) | [paddle.nn.L1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/L1Loss_cn.html#l1loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.L1Loss.md) | +| 350 | [torch.nn.ReLU](https://pytorch.org/docs/stable/generated/torch.nn.ReLU.html?highlight=relu#torch.nn.ReLU) | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU.md) | +| 351 | [torch.mvlgamma](https://pytorch.org/docs/stable/generated/torch.mvlgamma.html) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mvlgamma.md) | +| 352 | [torch.sinh](https://pytorch.org/docs/stable/generated/torch.sinh.html?highlight=sinh#torch.sinh) | [paddle.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinh_cn.html#sinh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sinh.md) | +| 353 | [torch.autograd.functional.jvp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jvp.html#torch.autograd.functional.jvp) | [paddle.incubate.autograd.jvp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/jvp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.jvp.md) | +| 354 | [torch.nn.functional.multi\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multi_margin_loss.html) | [paddle.nn.functional.multi\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_margin_loss_cn.html#multi-margin-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multi_margin_loss.md) | +| 355 | [torch.lcm](https://pytorch.org/docs/stable/generated/torch.lcm.html#torch-lcm) | [paddle.lcm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lcm_cn.html#lcm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lcm.md) | +| 356 | [torch.nn.PReLU](https://pytorch.org/docs/stable/generated/torch.nn.PReLU.html?highlight=prelu#torch.nn.PReLU) | [paddle.nn.PReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PReLU_cn.html#prelu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.PReLU.md) | +| 357 | [torch.optim.AdamW](https://pytorch.org/docs/stable/generated/torch.optim.AdamW.html) | [paddle.optimizer.AdamW](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/AdamW_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.AdamW.md) | +| 358 | [torch.nn.RNNBase](https://pytorch.org/docs/stable/generated/torch.nn.RNNBase.html#torch.nn.RNNBase) | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RNNBase.md) | +| 359 | [torch.nn.MarginRankingLoss](https://pytorch.org/docs/stable/generated/torch.nn.MarginRankingLoss.html#marginrankingloss) | [paddle.nn.MarginRankingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MarginRankingLoss_cn.html#marginrankingloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MarginRankingLoss.md) | +| 360 | [torch.diag](https://pytorch.org/docs/stable/generated/torch.diag.html?highlight=diag#torch.diag) | [paddle.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.diag.md) | +| 361 | [torch.reciprocal](https://pytorch.org/docs/stable/generated/torch.reciprocal.html?highlight=torch+reciprocal#torch.reciprocal) | [paddle.reciprocal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reciprocal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.reciprocal.md) | +| 362 | [torch.linalg.lu_factor](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor.html#torch.linalg.lu_factor) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.lu_factor.md) | +| 363 | [torch.distributions.poisson.Poisson](https://pytorch.org/docs/stable/distributions.html#poisson) | [paddle.distribution.Poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/Poisson_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.poisson.Poisson.md) | +| 364 | [torch.conj_physical](https://pytorch.org/docs/stable/generated/torch.conj_physical.html#torch.conj_physical) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.conj_physical.md) | +| 365 | [torch.heaviside](https://pytorch.org/docs/stable/generated/torch.heaviside.html#torch.heaviside) | [paddle.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/heaviside_cn.html#heaviside) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.heaviside.md) | +| 366 | [torch.nn.Threshold](https://pytorch.org/docs/stable/generated/torch.nn.Threshold.html#torch.nn.Threshold) | [paddle.nn.ThresholdedReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ThresholdedReLU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Threshold.md) | +| 367 | [torch.nn.functional.multilabel\_soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_soft_margin_loss.html) | [paddle.nn.functional.multi\_label\_soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_soft_margin_loss_cn.html#multi-label-soft-margin-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multilabel_soft_margin_loss.md) | +| 368 | [torch.Tensor.cauchy_](https://pytorch.org/docs/stable/generated/torch.Tensor.cauchy_.html) | [paddle.Tensor.cauchy_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.cauchy_.md) | +| 369 | [torch.sparse.softmax](https://pytorch.org/docs/stable/generated/torch.sparse.softmax.html#torch.sparse.softmax) | [paddle.sparse.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/nn/functional/softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sparse.softmax.md) | +| 370 | [torch.nn.functional.alpha_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.alpha_dropout.md) | +| 371 | [torch.nn.KLDivLoss](https://pytorch.org/docs/stable/generated/torch.nn.KLDivLoss.html?highlight=kldivloss#torch.nn.KLDivLoss) | [paddle.nn.KLDivLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/KLDivLoss_cn.html#kldivloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.KLDivLoss.md) | +| 372 | [torch.nn.MSELoss](https://pytorch.org/docs/stable/generated/torch.nn.MSELoss.html?highlight=mseloss#torch.nn.MSELoss) | [paddle.nn.MSELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MSELoss_cn.html#mseloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MSELoss.md) | +| 373 | [torch.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html?highlight=nanquantile#torch.nanquantile) | [paddle.nanquantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanquantile_cn.html#nanquantile) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanquantile.md) | +| 374 | [torch.nn.BCELoss](https://pytorch.org/docs/stable/generated/torch.nn.BCELoss.html?highlight=bceloss#torch.nn.BCELoss) | [paddle.nn.BCELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCELoss_cn.html#bceloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.BCELoss.md) | +| 375 | [torch.linalg.lu\_factor\_ex](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor_ex.html?highlight=lu_factor_ex#torch.linalg.lu_factor_ex) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.lu_factor_ex.md) | +| 376 | [torch.special.expm1](https://pytorch.org/docs/stable/special.html#torch.special.expm1) | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.expm1.md) | +| 377 | [torch.mm](https://pytorch.org/docs/stable/generated/torch.mm.html?highlight=torch+mm#torch.mm) | [paddle.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mm.md) | +| 378 | [torch.clone](https://pytorch.org/docs/stable/generated/torch.clone.html?highlight=clone#torch.clone) | [paddle.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clone_cn.html#clone) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clone.md) | +| 379 | [flash\_attn.flash\_attn\_interface.flash\_attn\_unpadded\_func](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/flash_attn_interface.py#L1050) | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md) | +| 380 | [torch.linalg.multi_dot](https://pytorch.org/docs/stable/generated/torch.linalg.multi_dot.html?highlight=torch+linalg+multi_dot#torch.linalg.multi_dot) | [paddle.linalg.multi_dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/multi_dot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.multi_dot.md) | +| 381 | [torch.nn.TripletMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginLoss.html#torch.nn.TripletMarginLoss) | [paddle.nn.TripletMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TripletMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TripletMarginLoss.md) | +| 382 | [torch.nn.functional.mse_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.mse_loss.html?highlight=mse_loss#torch.nn.functional.mse_loss) | [paddle.nn.functional.mse_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mse_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.mse_loss.md) | +| 383 | [transformers.PretrainedConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/configuration#transformers.PretrainedConfig) | [paddlenlp.transformers.PretrainedConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/57000fa12ce67024238f0b56a6fde63c592c54ce/paddlenlp/transformers/configuration_utils.py#L317) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.PretrainedConfig.md) | +| 384 | [torch.Tensor.stft](https://pytorch.org/docs/stable/generated/torch.Tensor.stft.html#torch.Tensor.stft) | [paddle.Tensor.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.stft.md) | +| 385 | [torch.nn.functional.soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.soft_margin_loss.html?highlight=soft_margin_loss#torch.nn.functional.soft_margin_loss) | [paddle.nn.functional.soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/soft_margin_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.soft_margin_loss.md) | +| 386 | [fairscale.nn.model_parallel.layers.ParallelEmbedding](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L152) | [paddle.distributed.fleet.meta_parallel.VocabParallelEmbedding](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L37) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.ParallelEmbedding.md) | +| 387 | [torch.linalg.eig](https://pytorch.org/docs/stable/generated/torch.linalg.eig.html?highlight=torch+linalg+eig#torch.linalg.eig) | [paddle.linalg.eig](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eig_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eig.md) | +| 388 | torch.clamp_max | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clamp_max.md) | +| 389 | [torch.special.gammainc](https://pytorch.org/docs/stable/special.html#torch.special.gammainc) | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammainc.md) | +| 390 | [torch.nn.FeatureAlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.FeatureAlphaDropout.html#torch.nn.FeatureAlphaDropout) | [paddle.nn.FeatureAlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/FeatureAlphaDropout_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FeatureAlphaDropout.md) | +| 391 | [torch.round](https://pytorch.org/docs/stable/generated/torch.round.html?highlight=round#torch.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/round_cn.html#round) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.round.md) | +| 392 | [torch.distributions.transforms.IndependentTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.IndependentTransform) | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.IndependentTransform.md) | +| 393 | [torch.distributions.distribution.Distribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution) | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.distribution.Distribution.md) | +| 394 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html?highlight=torch%20sub#torch.sub) | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sub.md) | +| 395 | [torch.nn.ReLU6](https://pytorch.org/docs/stable/generated/torch.nn.ReLU6.html#torch.nn.ReLU6) | [paddle.nn.ReLU6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU6_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU6.md) | +| 396 | [torch.column_stack](https://pytorch.org/docs/stable/generated/torch.column_stack.html#torch.column_stack) | [paddle.column_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/column_stack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.column_stack.md) | +| 397 | [torch.distributions.transforms.TanhTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.TanhTransform) | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.TanhTransform.md) | +| 398 | [torch.nn.HingeEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.HingeEmbeddingLoss.html#hingeembeddingloss) | [paddle.nn.HingeEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/HingeEmbeddingLoss_cn.html#hingeembeddingloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.HingeEmbeddingLoss.md) | +| 399 | [torch.optim.Adadelta](https://pytorch.org/docs/stable/generated/torch.optim.Adadelta.html) | [paddle.optimizer.Adadelta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adadelta_cn.html#cn-api-paddle-optimizer-adadelta) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adadelta.md) | +| 400 | [torch.nn.functional.interpolate](https://pytorch.org/docs/stable/generated/torch.nn.functional.interpolate.html#torch.nn.functional.interpolate) | [paddle.nn.functional.interpolate](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/interpolate_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.interpolate.md) | +| 401 | [torch.nn.Hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Hardsigmoid.html?highlight=hardsigmoid#torch.nn.Hardsigmoid) | [paddle.nn.Hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardsigmoid.md) | +| 402 | [torch.fft.rfftn](https://pytorch.org/docs/stable/generated/torch.fft.rfftn.html#torch-fft-rfftn) | [paddle.fft.rfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftn_cn.html#rfftn) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfftn.md) | +| 403 | [torch.meshgrid](https://pytorch.org/docs/stable/generated/torch.meshgrid.html?highlight=meshgrid#torch.meshgrid) | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.meshgrid.md) | +| 404 | [torch.nn.functional.threshold](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold.html#torch.nn.functional.threshold) | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.threshold.md) | +| 405 | [torch.nn.functional.dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout.html) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout.md) | +| 406 | [torch.nn.CrossEntropyLoss](https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html#torch.nn.CrossEntropyLoss) | [paddle.nn.CrossEntropyLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CrossEntropyLoss_cn.html#crossentropyloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CrossEntropyLoss.md) | +| 407 | [torch.linalg.eigh](https://pytorch.org/docs/stable/generated/torch.linalg.eigh.html#torch.linalg.eigh) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigh.md) | +| 408 | [torchvision.datasets.ImageFolder](https://pytorch.org/vision/main/generated/torchvision.datasets.ImageFolder.html) | [paddle.vision.datasets.ImageFolder](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/ImageFolder_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.datasets.ImageFolder.md) | +| 409 | [torch.symeig](https://pytorch.org/docs/stable/generated/torch.symeig.html?highlight=torch+symeig#torch.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html#eigh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.symeig.md) | +| 410 | [torch.nn.Dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout1d.html#torch.nn.Dropout1d) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout1d.md) | +| 411 | [torch.nn.MaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool2d.html?highlight=maxpool2d#torch.nn.MaxPool2d) | [paddle.nn.MaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool2D_cn.html#maxpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool2d.md) | +| 412 | [torch.nn.functional.dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout3d.html#torch.nn.functional.dropout3d) | [paddle.nn.functional.dropout3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout3d.md) | +| 413 | [torch.poisson](https://pytorch.org/docs/stable/generated/torch.poisson.html#torch.poisson) | [paddle.poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/poisson_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.poisson.md) | +| 414 | [torch.nn.MultiheadAttention](https://pytorch.org/docs/stable/generated/torch.nn.MultiheadAttention.html#torch.nn.MultiheadAttention) | [paddle.nn.MultiHeadAttention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiHeadAttention_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiheadAttention.md) | +| 415 | [torch.fft.ifft](https://pytorch.org/docs/stable/generated/torch.fft.ifft.html?highlight=ifft#torch.fft.ifft) | [paddle.fft.ifft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifft.md) | +| 416 | [torch.special.gammaln](https://pytorch.org/docs/stable/special.html#torch.special.gammaln) | [paddle.gammaln](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaln_cn.html#gammaln) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaln.md) | ### 7. 输入参数用法不一致 **分类简介** @@ -1436,76 +1436,75 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.nn.functional.batch_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.batch_norm.html#torch.nn.functional.batch_norm) | [paddle.nn.functional.batch_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/batch_norm_cn.html#batch-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.batch_norm.md) | -| 2 | [torch.nn.functional.avg_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool1d.html#torch.nn.functional.avg_pool1d) | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.avg_pool1d.md) | -| 3 | [torch.nn.functional.avg_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool2d.html#torch.nn.functional.avg_pool2d) | [paddle.nn.functional.avg_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool2d_cn.html#avg-pool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.avg_pool2d.md) | -| 4 | [torch.nn.functional.instance_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.instance_norm.html#torch.nn.functional.instance_norm) | [paddle.nn.functional.instance_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/instance_norm_cn.html#instance-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.instance_norm.md) | -| 5 | [torch.nn.functional.bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.bilinear.html?highlight=bilinear#torch.nn.functional.bilinear) | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.bilinear.md) | -| 6 | [torch.nn.functional.avg_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool3d.html#torch.nn.functional.avg_pool3d) | [paddle.nn.functional.avg_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool3d_cn.html#avg-pool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.avg_pool3d.md) | -| 7 | [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html#torch.nn.functional.gelu) | [paddle.nn.functional.gelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.gelu.md) | -| 8 | [torch.nn.functional.linear](https://pytorch.org/docs/stable/generated/torch.nn.functional.linear.html?highlight=linear#torch.nn.functional.linear) | [paddle.nn.functional.linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/linear_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.linear.md) | -| 9 | [torch.nn.functional.smooth\_l1\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.smooth_l1_loss.html) | [paddle.nn.functional.smooth\_l1\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/smooth_l1_loss_cn.html#smooth-l1-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.smooth_l1_loss.md) | -| 10 | [torch.Tensor.split](https://pytorch.org/docs/stable/generated/torch.Tensor.split.html) | [paddle.Tensor.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#split-num-or-sections-axis-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.split.md) | -| 11 | [torch.Tensor.svd](https://pytorch.org/docs/stable/generated/torch.Tensor.svd.html#torch.Tensor.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.svd.md) | -| 12 | [torch.Tensor.tile](https://pytorch.org/docs/stable/generated/torch.Tensor.tile.html#torch.Tensor.tile) | [paddle.Tensor.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tile-repeat-times-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.tile.md) | -| 13 | [torch.Tensor.lstsq](https://pytorch.org/docs/1.9.0/generated/torch.Tensor.lstsq.html?highlight=torch%20tensor%20lstsq#torch.Tensor.lstsq) | paddle.Tensor.lstsq | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lstsq.md) | -| 14 | [torch.Tensor.transpose_](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose_.html) | paddle.Tensor.transpose_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.transpose_.md) | -| 15 | [torch.Tensor.set_](https://pytorch.org/docs/stable/generated/torch.Tensor.set_.html) | [paddle.Tensor.set_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#set-source-none-shape-none-stride-none-offset-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.set_.md) | -| 16 | [torch.Tensor.where](https://pytorch.org/docs/stable/generated/torch.Tensor.where.html#torch.Tensor.where) | [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/where_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.where.md) | -| 17 | [torch.optim.Optimizer.zero_grad](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.html) | [paddle.optimizer.Optimizer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#clear-grad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.zero_grad.md) | -| 18 | [torch.atleast_1d](https://pytorch.org/docs/stable/generated/torch.atleast_1d.html#torch-atleast-1d) | [paddle.atleast_1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_1d_cn.html#atleast_1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.atleast_1d.md) | -| 19 | [torch.slice_scatter](https://pytorch.org/docs/stable/generated/torch.slice_scatter.html#torch.slice_scatter) | [paddle.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/slice_scatter.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.slice_scatter.md) | -| 20 | [torch.atleast_3d](https://pytorch.org/docs/stable/generated/torch.atleast_3d.html#torch-atleast-3d) | [paddle.atleast_3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_3d_cn.html#atleast_3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.atleast_3d.md) | -| 21 | [torch.set\_rng\_state](https://pytorch.org/docs/stable/generated/torch.set_rng_state.html#torch.set_rng_state) | paddle.set_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_rng_state.md) | -| 22 | [torch.sparse.FloatTensor](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.sparse.FloatTensor.md) | -| 23 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | [paddle.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/split_cn.html#split) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.split.md) | -| 24 | [torch.sparse\_coo\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_coo_tensor.html?highlight=torch+sparse_coo_tensor#torch.sparse_coo_tensor) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.sparse_coo_tensor.md) | -| 25 | [torch.rand](https://pytorch.org/docs/stable/generated/torch.rand.html?highlight=rand#torch.rand) | [paddle.rand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rand_cn.html#rand) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.rand.md) | -| 26 | [torch.atleast_2d](https://pytorch.org/docs/stable/generated/torch.atleast_2d.html#torch-atleast-2d) | [paddle.atleast_2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_2d_cn.html#atleast_2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.atleast_2d.md) | -| 27 | [torch.cuda.Stream](https://pytorch.org/docs/stable/generated/torch.cuda.Stream.html#torch.cuda.Stream) | [paddle.device.Stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/Stream_cn.html#stream) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.Stream__upper.md) | -| 28 | [torch.distributed.rpc.rpc_async](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_async) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.rpc.rpc_async.md) | -| 29 | [torch.distributed.broadcast](https://pytorch.org/docs/stable/distributed.html#torch.distributed.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.broadcast.md) | -| 30 | [torch.distributed.all_reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_reduce) | [paddle.distributed.all_reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_reduce_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.all_reduce.md) | -| 31 | [torch.distributed.rpc.rpc_sync](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_sync) | [paddle.distributed.rpc.rpc_sync](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_sync_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.rpc.rpc_sync.md) | -| 32 | [torch.distributed.all\_gather\_object](https://pytorch.org/docs/stable/distributed.html?highlight=all_gather_object#torch.distributed.all_gather_object) | [paddle.distributed.all\_gather\_object](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/all_gather_object_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.all_gather_object.md) | -| 33 | [torch.distributed.all\_to\_all](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all) | [paddle.distributed.alltoall](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.all_to_all.md) | -| 34 | [torch.distributed.all\_gather\_into\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather_into_tensor) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html#all-gather) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.all_gather_into_tensor.md) | -| 35 | [torch.distributed.scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter) | [paddle.distributed.scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.scatter.md) | -| 36 | [torch.distributed.gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.gather) | [paddle.distributed.gather](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/distributed/communication/gather.py#L20C71-L20C71) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.gather.md) | -| 37 | [torch.distributed.optim.DistributedOptimizer](https://pytorch.org/docs/stable/distributed.optim.html) | [paddle.distributed.fleet.distributed_optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/fleet/Fleet_cn.html#cn-api-paddle-distributed-fleet-fleet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.optim.DistributedOptimizer.md) | -| 38 | [torch.distributed.reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce) | [paddle.distributed.reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.reduce.md) | -| 39 | [torch.distributed.all\_to\_all\_single](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all_single) | [paddle.distributed.alltoall_single](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_single_cn.html#alltoall-single) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.all_to_all_single.md) | -| 40 | [torch.distributed.all_gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.all_gather.md) | -| 41 | [torch.distributed.reduce_scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.reduce_scatter.md) | -| 42 | [torch.nn.ConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose2d.html?highlight=convtranspose2d#torch.nn.ConvTranspose2d) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ConvTranspose2d.md) | -| 43 | [torch.nn.AvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool2d.html?highlight=avgpool2d#torch.nn.AvgPool2d) | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AvgPool2d.md) | -| 44 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.to.md) | -| 45 | [torch.nn.BatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm1d.html?highlight=torch%20nn%20batchnorm1d#torch.nn.BatchNorm1d) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.BatchNorm1d.md) | -| 46 | [torch.nn.LSTM](https://pytorch.org/docs/stable/generated/torch.nn.LSTM.html?highlight=lstm#torch.nn.LSTM) | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LSTM.md) | -| 47 | [torch.nn.ConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose1d.html?highlight=convtranspose1d#torch.nn.ConvTranspose1d) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ConvTranspose1d.md) | -| 48 | [torch.nn.ConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose3d.html?highlight=convtranspose3d#torch.nn.ConvTranspose3d) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ConvTranspose3d.md) | -| 49 | [torch.nn.InstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm2d.html#torch.nn.InstanceNorm2d) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html#instancenorm2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.InstanceNorm2d.md) | -| 50 | [torch.nn.BatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.html?highlight=batchnorm2d#torch.nn.BatchNorm2d) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.BatchNorm2d.md) | -| 51 | [torch.nn.Module.xpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.xpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.xpu.md) | -| 52 | [torch.nn.AvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool3d.html?highlight=avgpool3d#torch.nn.AvgPool3d) | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AvgPool3d.md) | -| 53 | [torch.nn.AvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool1d.html?highlight=avgpool1d#torch.nn.AvgPool1d) | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AvgPool1d.md) | -| 54 | [torch.nn.RNN](https://pytorch.org/docs/stable/generated/torch.nn.RNN.html#torch.nn.RNN) | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.RNN.md) | -| 55 | [torch.nn.Linear](https://pytorch.org/docs/stable/generated/torch.nn.Linear.html?highlight=linear#torch.nn.Linear) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Linear.md) | -| 56 | [torch.nn.SyncBatchNorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html#torch.nn.SyncBatchNorm) | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.SyncBatchNorm.md) | -| 57 | [torch.nn.InstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm1d.html#torch.nn.InstanceNorm1d) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.InstanceNorm1d.md) | -| 58 | [torch.nn.BatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm3d.html?highlight=torch%20nn%20batchnorm3d#torch.nn.BatchNorm3d) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.BatchNorm3d.md) | -| 59 | [torch.nn.Module.zero_grad](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.zero_grad) | [paddle.nn.Layer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#clear-gradients) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.zero_grad.md) | -| 60 | [torch.nn.GRU](https://pytorch.org/docs/stable/generated/torch.nn.GRU.html?highlight=torch%20nn%20gru#torch.nn.GRU) | [paddle.nn.GRU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRU_cn.html#gru) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.GRU.md) | -| 61 | [torch.utils.data.TensorDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.TensorDataset) | [paddle.io.TensorDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/TensorDataset_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.TensorDataset.md) | -| 62 | [torchvision.datasets.Flowers102](https://pytorch.org/vision/main/generated/torchvision.datasets.Flowers102.html) | [paddle.vision.datasets.Flowers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Flowers_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.datasets.Flowers102.md) | -| 63 | [torchvision.ops.roi_align](https://pytorch.org/vision/main/generated/torchvision.ops.roi_align.html) | [paddle.vision.ops.roi_align](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_align_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.roi_align.md) | -| 64 | [torchvision.datasets.CIFAR10](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR10.html) | [paddle.vision.datasets.Cifar10](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar10_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.datasets.CIFAR10.md) | -| 65 | [torchvision.datasets.CIFAR100](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR100.html) | [paddle.vision.datasets.Cifar100](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar100_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.datasets.CIFAR100.md) | -| 66 | [torchvision.ops.ps\_roi\_pool](https://pytorch.org/vision/main/generated/torchvision.ops.ps_roi_pool.html) | [paddle.vision.ops.psroi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/psroi_pool_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.ps_roi_pool.md) | -| 67 | [torchvision.datasets.MNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.MNIST.html) | [paddle.vision.datasets.MNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/MNIST_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.datasets.MNIST.md) | -| 68 | [torchvision.datasets.VOCDetection](https://pytorch.org/vision/main/generated/torchvision.datasets.VOCDetection.html) | [paddle.vision.datasets.VOC2012](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/VOC2012_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.datasets.VOCDetection.md) | -| 69 | [torchvision.ops.roi_pool](https://pytorch.org/vision/main/generated/torchvision.ops.roi_pool.html) | [paddle.vision.ops.roi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_pool_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.roi_pool.md) | -| 70 | [torchvision.datasets.FashionMNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.FashionMNIST.html) | [paddle.vision.datasets.FashionMNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/FashionMNIST_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.datasets.FashionMNIST.md) | +| 1 | [torch.nn.ConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose2d.html?highlight=convtranspose2d#torch.nn.ConvTranspose2d) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose2d.md) | +| 2 | [torch.nn.AvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool2d.html?highlight=avgpool2d#torch.nn.AvgPool2d) | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool2d.md) | +| 3 | [torch.nn.functional.batch_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.batch_norm.html#torch.nn.functional.batch_norm) | [paddle.nn.functional.batch_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/batch_norm_cn.html#batch-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.batch_norm.md) | +| 4 | [torchvision.datasets.Flowers102](https://pytorch.org/vision/main/generated/torchvision.datasets.Flowers102.html) | [paddle.vision.datasets.Flowers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Flowers_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.Flowers102.md) | +| 5 | [torch.nn.functional.avg_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool1d.html#torch.nn.functional.avg_pool1d) | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool1d.md) | +| 6 | [torch.nn.functional.avg_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool2d.html#torch.nn.functional.avg_pool2d) | [paddle.nn.functional.avg_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool2d_cn.html#avg-pool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool2d.md) | +| 7 | [torch.nn.functional.instance_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.instance_norm.html#torch.nn.functional.instance_norm) | [paddle.nn.functional.instance_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/instance_norm_cn.html#instance-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.instance_norm.md) | +| 8 | [torch.atleast_1d](https://pytorch.org/docs/stable/generated/torch.atleast_1d.html#torch-atleast-1d) | [paddle.atleast_1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_1d_cn.html#atleast_1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_1d.md) | +| 9 | [torch.Tensor.split](https://pytorch.org/docs/stable/generated/torch.Tensor.split.html) | [paddle.Tensor.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#split-num-or-sections-axis-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.split.md) | +| 10 | [torchvision.ops.roi_align](https://pytorch.org/vision/main/generated/torchvision.ops.roi_align.html) | [paddle.vision.ops.roi_align](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_align_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_align.md) | +| 11 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.to.md) | +| 12 | [torch.nn.BatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm1d.html?highlight=torch%20nn%20batchnorm1d#torch.nn.BatchNorm1d) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm1d.md) | +| 13 | [torch.distributed.rpc.rpc_async](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_async) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.rpc.rpc_async.md) | +| 14 | [torch.slice_scatter](https://pytorch.org/docs/stable/generated/torch.slice_scatter.html#torch.slice_scatter) | [paddle.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/slice_scatter.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.slice_scatter.md) | +| 15 | [torch.nn.LSTM](https://pytorch.org/docs/stable/generated/torch.nn.LSTM.html?highlight=lstm#torch.nn.LSTM) | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.LSTM.md) | +| 16 | [torch.Tensor.svd](https://pytorch.org/docs/stable/generated/torch.Tensor.svd.html#torch.Tensor.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.svd.md) | +| 17 | [torch.distributed.broadcast](https://pytorch.org/docs/stable/distributed.html#torch.distributed.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.broadcast.md) | +| 18 | [torch.Tensor.tile](https://pytorch.org/docs/stable/generated/torch.Tensor.tile.html#torch.Tensor.tile) | [paddle.Tensor.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tile-repeat-times-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.tile.md) | +| 19 | [torchvision.datasets.CIFAR10](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR10.html) | [paddle.vision.datasets.Cifar10](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar10_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.CIFAR10.md) | +| 20 | [torchvision.datasets.CIFAR100](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR100.html) | [paddle.vision.datasets.Cifar100](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar100_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.CIFAR100.md) | +| 21 | [torch.nn.functional.bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.bilinear.html?highlight=bilinear#torch.nn.functional.bilinear) | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.bilinear.md) | +| 22 | [torch.Tensor.lstsq](https://pytorch.org/docs/1.9.0/generated/torch.Tensor.lstsq.html?highlight=torch%20tensor%20lstsq#torch.Tensor.lstsq) | paddle.Tensor.lstsq | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.lstsq.md) | +| 23 | [torch.nn.ConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose1d.html?highlight=convtranspose1d#torch.nn.ConvTranspose1d) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose1d.md) | +| 24 | [torch.Tensor.transpose_](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose_.html) | paddle.Tensor.transpose_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.transpose_.md) | +| 25 | [torchvision.ops.ps\_roi\_pool](https://pytorch.org/vision/main/generated/torchvision.ops.ps_roi_pool.html) | [paddle.vision.ops.psroi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/psroi_pool_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.ps_roi_pool.md) | +| 26 | [torch.distributed.all_reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_reduce) | [paddle.distributed.all_reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_reduce_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_reduce.md) | +| 27 | [torch.atleast_3d](https://pytorch.org/docs/stable/generated/torch.atleast_3d.html#torch-atleast-3d) | [paddle.atleast_3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_3d_cn.html#atleast_3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_3d.md) | +| 28 | [torch.nn.ConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose3d.html?highlight=convtranspose3d#torch.nn.ConvTranspose3d) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose3d.md) | +| 29 | [torch.nn.InstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm2d.html#torch.nn.InstanceNorm2d) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html#instancenorm2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.InstanceNorm2d.md) | +| 30 | [torch.distributed.rpc.rpc_sync](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_sync) | [paddle.distributed.rpc.rpc_sync](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_sync_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.rpc.rpc_sync.md) | +| 31 | [torch.nn.functional.avg_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool3d.html#torch.nn.functional.avg_pool3d) | [paddle.nn.functional.avg_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool3d_cn.html#avg-pool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool3d.md) | +| 32 | [torch.distributed.all\_gather\_object](https://pytorch.org/docs/stable/distributed.html?highlight=all_gather_object#torch.distributed.all_gather_object) | [paddle.distributed.all\_gather\_object](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/all_gather_object_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather_object.md) | +| 33 | [torch.nn.BatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.html?highlight=batchnorm2d#torch.nn.BatchNorm2d) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm2d.md) | +| 34 | [torch.distributed.all\_to\_all](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all) | [paddle.distributed.alltoall](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_to_all.md) | +| 35 | [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html#torch.nn.functional.gelu) | [paddle.nn.functional.gelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.gelu.md) | +| 36 | [torch.nn.Module.xpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.xpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.xpu.md) | +| 37 | [torch.cuda.Stream](https://pytorch.org/docs/stable/generated/torch.cuda.Stream.html#torch.cuda.Stream) | [paddle.device.Stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/Stream_cn.html#stream) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.cuda.Stream__upper.md) | +| 38 | [torch.optim.Optimizer.zero_grad](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.html) | [paddle.optimizer.Optimizer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#clear-grad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.optim.Optimizer.zero_grad.md) | +| 39 | [torch.set\_rng\_state](https://pytorch.org/docs/stable/generated/torch.set_rng_state.html#torch.set_rng_state) | paddle.set_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.set_rng_state.md) | +| 40 | [torch.nn.AvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool3d.html?highlight=avgpool3d#torch.nn.AvgPool3d) | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool3d.md) | +| 41 | [torch.sparse.FloatTensor](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.sparse.FloatTensor.md) | +| 42 | [torch.utils.data.TensorDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.TensorDataset) | [paddle.io.TensorDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/TensorDataset_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.utils.data.TensorDataset.md) | +| 43 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | [paddle.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/split_cn.html#split) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.split.md) | +| 44 | [torch.sparse\_coo\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_coo_tensor.html?highlight=torch+sparse_coo_tensor#torch.sparse_coo_tensor) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.sparse_coo_tensor.md) | +| 45 | [torch.nn.AvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool1d.html?highlight=avgpool1d#torch.nn.AvgPool1d) | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool1d.md) | +| 46 | [torchvision.datasets.MNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.MNIST.html) | [paddle.vision.datasets.MNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/MNIST_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.MNIST.md) | +| 47 | [torch.distributed.all\_gather\_into\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather_into_tensor) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html#all-gather) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather_into_tensor.md) | +| 48 | [torchvision.datasets.VOCDetection](https://pytorch.org/vision/main/generated/torchvision.datasets.VOCDetection.html) | [paddle.vision.datasets.VOC2012](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/VOC2012_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.VOCDetection.md) | +| 49 | [torch.Tensor.set_](https://pytorch.org/docs/stable/generated/torch.Tensor.set_.html) | [paddle.Tensor.set_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#set-source-none-shape-none-stride-none-offset-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.set_.md) | +| 50 | [torch.nn.RNN](https://pytorch.org/docs/stable/generated/torch.nn.RNN.html#torch.nn.RNN) | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.RNN.md) | +| 51 | [torch.distributed.scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter) | [paddle.distributed.scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.scatter.md) | +| 52 | [torch.distributed.gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.gather) | [paddle.distributed.gather](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/distributed/communication/gather.py#L20C71-L20C71) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.gather.md) | +| 53 | [torchvision.ops.roi_pool](https://pytorch.org/vision/main/generated/torchvision.ops.roi_pool.html) | [paddle.vision.ops.roi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_pool_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_pool.md) | +| 54 | [torch.nn.Linear](https://pytorch.org/docs/stable/generated/torch.nn.Linear.html?highlight=linear#torch.nn.Linear) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Linear.md) | +| 55 | [torch.distributed.optim.DistributedOptimizer](https://pytorch.org/docs/stable/distributed.optim.html) | [paddle.distributed.fleet.distributed_optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/fleet/Fleet_cn.html#cn-api-paddle-distributed-fleet-fleet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.optim.DistributedOptimizer.md) | +| 56 | [torch.nn.SyncBatchNorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html#torch.nn.SyncBatchNorm) | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.SyncBatchNorm.md) | +| 57 | [torch.rand](https://pytorch.org/docs/stable/generated/torch.rand.html?highlight=rand#torch.rand) | [paddle.rand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rand_cn.html#rand) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.rand.md) | +| 58 | [torch.Tensor.where](https://pytorch.org/docs/stable/generated/torch.Tensor.where.html#torch.Tensor.where) | [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/where_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.where.md) | +| 59 | [torchvision.datasets.FashionMNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.FashionMNIST.html) | [paddle.vision.datasets.FashionMNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/FashionMNIST_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.FashionMNIST.md) | +| 60 | [torch.nn.InstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm1d.html#torch.nn.InstanceNorm1d) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.InstanceNorm1d.md) | +| 61 | [torch.distributed.reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce) | [paddle.distributed.reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.reduce.md) | +| 62 | [torch.nn.BatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm3d.html?highlight=torch%20nn%20batchnorm3d#torch.nn.BatchNorm3d) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm3d.md) | +| 63 | [torch.distributed.all\_to\_all\_single](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all_single) | [paddle.distributed.alltoall_single](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_single_cn.html#alltoall-single) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_to_all_single.md) | +| 64 | [torch.nn.Module.zero_grad](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.zero_grad) | [paddle.nn.Layer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#clear-gradients) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.zero_grad.md) | +| 65 | [torch.nn.GRU](https://pytorch.org/docs/stable/generated/torch.nn.GRU.html?highlight=torch%20nn%20gru#torch.nn.GRU) | [paddle.nn.GRU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRU_cn.html#gru) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.GRU.md) | +| 66 | [torch.distributed.all_gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather.md) | +| 67 | [torch.atleast_2d](https://pytorch.org/docs/stable/generated/torch.atleast_2d.html#torch-atleast-2d) | [paddle.atleast_2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_2d_cn.html#atleast_2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_2d.md) | +| 68 | [torch.distributed.reduce_scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.reduce_scatter.md) | +| 69 | [torch.nn.functional.linear](https://pytorch.org/docs/stable/generated/torch.nn.functional.linear.html?highlight=linear#torch.nn.functional.linear) | [paddle.nn.functional.linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/linear_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.linear.md) | ### 8. 输入参数类型不一致 **分类简介** @@ -1517,93 +1516,93 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.Tensor.cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.cuda.html#torch.Tensor.cuda) | [paddle.Tensor.cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cuda-device-id-none-blocking-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.cuda.md) | -| 2 | [torch.Tensor.remainder_](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder_.html?highlight=torch+tensor+remainder_#torch.Tensor.remainder_) | [paddle.Tensor.remainder_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.remainder_.md) | -| 3 | [torch.Tensor.remainder](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder.html?highlight=torch+tensor+remainder#torch.Tensor.remainder) | [paddle.Tensor.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#remainder-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.remainder.md) | -| 4 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.le.md) | -| 5 | [torch.Tensor.floor_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide.html?highlight=floor_divide#torch.Tensor.floor_divide) | [paddle.Tensor.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#floor-divide-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.floor_divide.md) | -| 6 | [torch.Tensor.copysign](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign.html#torch.Tensor.copysign) | paddle.Tensor.copysign | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.copysign.md) | -| 7 | [torch.Tensor.copysign_](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign_.html#torch.Tensor.copysign_) | paddle.Tensor.copysign_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.copysign_.md) | -| 8 | [torch.Tensor.le_](https://pytorch.org/docs/stable/generated/torch.Tensor.le_.html) | paddle.Tensor.less_equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.le_.md) | -| 9 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ge.md) | -| 10 | [torch.Tensor.gt_](https://pytorch.org/docs/stable/generated/torch.Tensor.gt_.html) | paddle.Tensor.greater_than_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.gt_.md) | -| 11 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ne.md) | -| 12 | [torch.Tensor.qr](https://pytorch.org/docs/stable/generated/torch.Tensor.qr.html?highlight=torch+tensor+qr#torch.Tensor.qr) | [paddle.Tensor.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.qr.md) | -| 13 | [torch.Tensor.floor\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide_.html) | paddle.Tensor.floor_divide_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.floor_divide_.md) | -| 14 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lt.md) | -| 15 | [torch.Tensor.fmod_](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod_.html#torch.Tensor.fmod_) | paddle.Tensor.mod_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fmod_.md) | -| 16 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.gt.md) | -| 17 | [torch.Tensor.slice_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.slice_scatter.html#torch-tensor-slice-scatter) | [paddle.Tensor.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#slice_scatter-value-axes-starts-ends-strides-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.slice_scatter.md) | -| 18 | [torch.Tensor.ge_](https://pytorch.org/docs/stable/ge_nerated/torch.Tensor.ge_.html) | paddle.Tensor.greater_equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ge_.md) | -| 19 | [torch.Tensor.fmod](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod.html#torch.Tensor.fmod) | [paddle.Tensor.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mod-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fmod.md) | -| 20 | [torch.Tensor.lt_](https://pytorch.org/docs/stable/generated/torch.Tensor.lt_.html) | paddle.Tensor.less_than_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lt_.md) | -| 21 | [torch.Tensor.eq_](https://pytorch.org/docs/stable/generated/torch.Tensor.eq_.html) | paddle.Tensor.equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.eq_.md) | -| 22 | [torch.Tensor.ne_](https://pytorch.org/docs/stable/generated/torch.Tensor.ne_.html) | paddle.Tensor.not_equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ne_.md) | -| 23 | [torch.linalg.lu_solve](https://pytorch.org/docs/stable/generated/torch.linalg.lu_solve.html#torch.linalg.lu_solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.lu_solve.md) | -| 24 | [torch.set\_default\_device](https://pytorch.org/docs/stable/generated/torch.set_default_device.html#torch-set-default-device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_default_device.md) | -| 25 | [torch.cartesian_prod](https://pytorch.org/docs/stable/generated/torch.cartesian_prod.html#torch-cartesian-prod) | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cartesian_prod.md) | -| 26 | [torch.broadcast_tensors](https://pytorch.org/docs/stable/generated/torch.broadcast_tensors.html?highlight=broadcast_tensors#torch.broadcast_tensors) | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.broadcast_tensors.md) | -| 27 | [torch.block_diag](https://pytorch.org/docs/stable/generated/torch.block_diag.html#torch-block-diag) | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.block_diag.md) | -| 28 | [torch.le](https://pytorch.org/docs/stable/generated/torch.le.html) | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.le.md) | -| 29 | [torch.set\_default\_tensor\_type](https://pytorch.org/docs/stable/generated/torch.set_default_tensor_type.html) | [paddle.set\_default\_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html#set-default-dtype) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_default_tensor_type.md) | -| 30 | [torch.cpu.set_device](https://pytorch.org/docs/stable/generated/torch.cpu.set_device.html) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cpu.set_device.md) | -| 31 | [torch.cuda.device](https://pytorch.org/docs/stable/generated/torch.cuda.device.html#torch.cuda.device) | [paddle.device.\_convert\_to\_place](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/device/__init__.py#L174) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.device.md) | -| 32 | [torch.cuda.synchronize](https://pytorch.org/docs/stable/generated/torch.cuda.synchronize.html#torch.cuda.synchronize) | [paddle.device.synchronize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/synchronize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.synchronize.md) | -| 33 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_device_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.set_device.md) | -| 34 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream) | [paddle.device.current_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/current_stream_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.current_stream.md) | -| 35 | [torch.cuda.get\_device\_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties) | [paddle.device.cuda.get\_device\_properties](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_properties_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_properties.md) | -| 36 | [torch.cuda.set\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state_all.html#torch.cuda.set_rng_state_all) | paddle.set_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.set_rng_state_all.md) | -| 37 | [torch.distributed.reduce\_scatter\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter_tensor) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.reduce_scatter_tensor.md) | -| 38 | [torch.nn.ReflectionPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad3d.html?highlight=pad#torch.nn.ReflectionPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ReflectionPad3d.md) | -| 39 | [torch.nn.Module.type](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.type) | [paddle.nn.Layer.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#astype-dtype-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.type.md) | -| 40 | [torch.nn.ReplicationPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad1d.html?highlight=pad#torch.nn.ReplicationPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ReplicationPad1d.md) | -| 41 | [torch.nn.ReflectionPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad1d.html?highlight=pad#torch.nn.ReflectionPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ReflectionPad1d.md) | -| 42 | [torch.nn.ReplicationPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad2d.html?highlight=pad#torch.nn.ReplicationPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ReplicationPad2d.md) | -| 43 | [torch.nn.ReplicationPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad3d.html?highlight=pad#torch.nn.ReplicationPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ReplicationPad3d.md) | -| 44 | [torch.nn.ReflectionPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad2d.html?highlight=pad#torch.nn.ReflectionPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ReflectionPad2d.md) | -| 45 | [torchvision.models.resnet50](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet50.html) | [paddle.vision.models.resnet50](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet50_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.resnet50.md) | -| 46 | [torchvision.models.resnext101_64x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext101_64x4d.html) | [paddle.vision.models.resnext101_64x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext101_64x4d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.resnext101_64x4d.md) | -| 47 | [torchvision.transforms.functional.rotate](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.rotate.html) | [paddle.vision.transforms.rotate](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/rotate_cn.html#cn-api-paddle-vision-transforms-rotate) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.rotate.md) | -| 48 | [torchvision.models.squeezenet1_1](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_1.html) | [paddle.vision.models.squeezenet1_1](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_1_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.squeezenet1_1.md) | -| 49 | [torchvision.transforms.functional.resize](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.resize.html) | [paddle.vision.transforms.resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/resize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transform.functional.resize.md) | -| 50 | [torchvision.models.densenet161](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet161.html) | [paddle.vision.models.densenet161](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet161_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.densenet161.md) | -| 51 | [torchvision.models.shufflenet\_v2\_x2\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x2_0.html) | [paddle.vision.models.shufflenet\_v2\_x2\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x2_0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.shufflenet_v2_x2_0.md) | -| 52 | [torchvision.models.inception_v3](https://pytorch.org/vision/main/models/generated/torchvision.models.inception_v3.html) | [paddle.vision.models.inception_v3](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/inception_v3_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.inception_v3.md) | -| 53 | [torchvision.transforms.functional.affine](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.affine.html) | [paddle.vision.transforms.affine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/affine_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.affine.md) | -| 54 | [torchvision.models.alexnet](https://pytorch.org/vision/stable/models/generated/torchvision.models.alexnet.html) | [paddle.vision.models.alexnet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/alexnet_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.alexnet.md) | -| 55 | [torchvision.models.vgg16_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16_bn.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.vgg16_bn.md) | -| 56 | [torchvision.models.shufflenet\_v2\_x0\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x0_5.html) | [paddle.vision.models.shufflenet\_v2\_x0\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x0_5_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.shufflenet_v2_x0_5.md) | -| 57 | [torchvision.models.densenet169](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet169.html) | [paddle.vision.models.densenet169](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet169_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.densenet169.md) | -| 58 | [torchvision.models.resnet18](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet18.html) | [paddle.vision.models.resnet18](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet18_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.resnet18.md) | -| 59 | [torchvision.transforms.RandomRotation](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomRotation.html) | [paddle.vision.transforms.RandomRotation](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomRotation_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.RandomRotation.md) | -| 60 | [torchvision.models.mobilenet\_v3\_small](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_small.html) | [paddle.vision.models.mobilenet\_v3\_small](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_small_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.mobilenet_v3_small.md) | -| 61 | [torchvision.models.vgg11_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11_bn.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.vgg11_bn.md) | -| 62 | [torchvision.transforms.RandomAffine](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomAffine.html) | [paddle.vision.transforms.RandomAffine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomAffine_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.RandomAffine.md) | -| 63 | [torchvision.models.vgg16](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.vgg16.md) | -| 64 | [torchvision.models.squeezenet1_0](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_0.html) | [paddle.vision.models.squeezenet1_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.squeezenet1_0.md) | -| 65 | [torchvision.transforms.RandomResizedCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomResizedCrop.html) | [paddle.vision.transforms.RandomResizedCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomResizedCrop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.RandomResizedCrop.md) | -| 66 | [torchvision.transforms.functional.perspective](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.perspective.html#perspective) | [paddle.vision.transforms.perspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/perspective_cn.html#cn-api-paddle-vision-transforms-perspective) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.perspective.md) | -| 67 | [torchvision.io.decode_jpeg](https://pytorch.org/vision/main/generated/torchvision.io.decode_jpeg.html) | [paddle.vision.ops.decode_jpeg](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/decode_jpeg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.io.decode_jpeg.md) | -| 68 | [torchvision.models.vgg19](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.vgg19.md) | -| 69 | [torchvision.models.wide\_resnet101\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet101_2.html) | [paddle.vision.models.wide\_resnet101\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet101_2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.wide_resnet101_2.md) | -| 70 | [torchvision.models.shufflenet\_v2\_x1\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_5.html) | [paddle.vision.models.shufflenet\_v2\_x1\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_5_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.shufflenet_v2_x1_5.md) | -| 71 | [torchvision.transforms.Resize](https://pytorch.org/vision/stable/generated/torchvision.transforms.Resize.html#torchvision.transforms.Resize) | [paddle.vision.transforms.Resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Resize__upper_cn.html#resize) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.Resize.md) | -| 72 | [torchvision.models.vgg13_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13_bn.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.vgg13_bn.md) | -| 73 | [torchvision.models.densenet201](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet201.html) | [paddle.vision.models.densenet201](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet201_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.densenet201.md) | -| 74 | [torchvision.models.shufflenet\_v2\_x1\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_0.html) | [paddle.vision.models.shufflenet\_v2\_x1\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.shufflenet_v2_x1_0.md) | -| 75 | [torchvision.models.resnet101](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet101.html) | [paddle.vision.models.resnet101](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet101_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.resnet101.md) | -| 76 | [torchvision.models.vgg13](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.vgg13.md) | -| 77 | [torchvision.transforms.RandomPerspective](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomPerspective.html?highlight=randomperspective#torchvision.transforms.RandomPerspective) | [paddle.vision.transforms.RandomPerspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomPerspective_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.RandomPerspective.md) | -| 78 | [torchvision.models.vgg11](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.vgg11.md) | -| 79 | [torchvision.models.vgg19_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19_bn.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.vgg19_bn.md) | -| 80 | [torchvision.models.resnet34](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet34.html) | [paddle.vision.models.resnet34](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet34_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.resnet34.md) | -| 81 | [torchvision.models.wide\_resnet50\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet50_2.html) | [paddle.vision.models.wide\_resnet50\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet50_2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.wide_resnet50_2.md) | -| 82 | [torchvision.models.googlenet](https://pytorch.org/vision/main/models/generated/torchvision.models.googlenet.html) | [paddle.vision.models.googlenet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/googlenet_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.googlenet.md) | -| 83 | [torchvision.models.resnext50_32x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext50_32x4d.html) | [paddle.vision.models.resnext50_32x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext50_32x4d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.resnext50_32x4d.md) | -| 84 | [torchvision.models.resnet152](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet152.html) | [paddle.vision.models.resnet152](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet152_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.resnet152.md) | -| 85 | [torchvision.models.mobilenet\_v3\_large](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_large.html) | [paddle.vision.models.mobilenet\_v3\_large](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_large_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.mobilenet_v3_large.md) | -| 86 | [torchvision.models.mobilenet_v2](https://pytorch.org/vision/stable/models/generated/torchvision.models.mobilenet_v2.html) | [paddle.vision.models.mobilenet_v2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.mobilenet_v2.md) | -| 87 | [torchvision.models.densenet121](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet121.html) | [paddle.vision.models.densenet121](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet121_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.models.densenet121.md) | +| 1 | [torch.Tensor.cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.cuda.html#torch.Tensor.cuda) | [paddle.Tensor.cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cuda-device-id-none-blocking-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.cuda.md) | +| 2 | [torch.set\_default\_device](https://pytorch.org/docs/stable/generated/torch.set_default_device.html#torch-set-default-device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.set_default_device.md) | +| 3 | [torchvision.models.resnet50](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet50.html) | [paddle.vision.models.resnet50](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet50_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet50.md) | +| 4 | [torch.Tensor.remainder_](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder_.html?highlight=torch+tensor+remainder_#torch.Tensor.remainder_) | [paddle.Tensor.remainder_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.remainder_.md) | +| 5 | [torchvision.models.resnext101_64x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext101_64x4d.html) | [paddle.vision.models.resnext101_64x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext101_64x4d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnext101_64x4d.md) | +| 6 | [torch.cuda.device](https://pytorch.org/docs/stable/generated/torch.cuda.device.html#torch.cuda.device) | [paddle.device.\_convert\_to\_place](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/device/__init__.py#L174) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.device.md) | +| 7 | [torchvision.transforms.functional.rotate](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.rotate.html) | [paddle.vision.transforms.rotate](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/rotate_cn.html#cn-api-paddle-vision-transforms-rotate) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.rotate.md) | +| 8 | [torch.Tensor.remainder](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder.html?highlight=torch+tensor+remainder#torch.Tensor.remainder) | [paddle.Tensor.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#remainder-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.remainder.md) | +| 9 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le.md) | +| 10 | [torch.Tensor.floor_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide.html?highlight=floor_divide#torch.Tensor.floor_divide) | [paddle.Tensor.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#floor-divide-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.floor_divide.md) | +| 11 | [torch.nn.ReflectionPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad3d.html?highlight=pad#torch.nn.ReflectionPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad3d.md) | +| 12 | [torchvision.models.squeezenet1_1](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_1.html) | [paddle.vision.models.squeezenet1_1](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_1_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.squeezenet1_1.md) | +| 13 | [torchvision.transforms.functional.resize](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.resize.html) | [paddle.vision.transforms.resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/resize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transform.functional.resize.md) | +| 14 | [torch.nn.Module.type](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.type) | [paddle.nn.Layer.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#astype-dtype-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.Module.type.md) | +| 15 | [torchvision.models.densenet161](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet161.html) | [paddle.vision.models.densenet161](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet161_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet161.md) | +| 16 | [torch.cuda.synchronize](https://pytorch.org/docs/stable/generated/torch.cuda.synchronize.html#torch.cuda.synchronize) | [paddle.device.synchronize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/synchronize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.synchronize.md) | +| 17 | [torchvision.models.shufflenet\_v2\_x2\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x2_0.html) | [paddle.vision.models.shufflenet\_v2\_x2\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x2_0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x2_0.md) | +| 18 | [torchvision.models.inception_v3](https://pytorch.org/vision/main/models/generated/torchvision.models.inception_v3.html) | [paddle.vision.models.inception_v3](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/inception_v3_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.inception_v3.md) | +| 19 | [torch.Tensor.copysign](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign.html#torch.Tensor.copysign) | paddle.Tensor.copysign | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign.md) | +| 20 | [torch.Tensor.copysign_](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign_.html#torch.Tensor.copysign_) | paddle.Tensor.copysign_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign_.md) | +| 21 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_device_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.set_device.md) | +| 22 | [torchvision.transforms.functional.affine](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.affine.html) | [paddle.vision.transforms.affine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/affine_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.affine.md) | +| 23 | [torchvision.models.alexnet](https://pytorch.org/vision/stable/models/generated/torchvision.models.alexnet.html) | [paddle.vision.models.alexnet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/alexnet_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.alexnet.md) | +| 24 | [torch.cartesian_prod](https://pytorch.org/docs/stable/generated/torch.cartesian_prod.html#torch-cartesian-prod) | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cartesian_prod.md) | +| 25 | [torch.broadcast_tensors](https://pytorch.org/docs/stable/generated/torch.broadcast_tensors.html?highlight=broadcast_tensors#torch.broadcast_tensors) | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.broadcast_tensors.md) | +| 26 | [torchvision.models.vgg16_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16_bn.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg16_bn.md) | +| 27 | [torchvision.models.shufflenet\_v2\_x0\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x0_5.html) | [paddle.vision.models.shufflenet\_v2\_x0\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x0_5_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x0_5.md) | +| 28 | [torch.Tensor.le_](https://pytorch.org/docs/stable/generated/torch.Tensor.le_.html) | paddle.Tensor.less_equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le_.md) | +| 29 | [torchvision.models.densenet169](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet169.html) | [paddle.vision.models.densenet169](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet169_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet169.md) | +| 30 | [torchvision.models.resnet18](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet18.html) | [paddle.vision.models.resnet18](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet18_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet18.md) | +| 31 | [torchvision.transforms.RandomRotation](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomRotation.html) | [paddle.vision.transforms.RandomRotation](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomRotation_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomRotation.md) | +| 32 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge.md) | +| 33 | [torch.Tensor.gt_](https://pytorch.org/docs/stable/generated/torch.Tensor.gt_.html) | paddle.Tensor.greater_than_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt_.md) | +| 34 | [torchvision.models.mobilenet\_v3\_small](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_small.html) | [paddle.vision.models.mobilenet\_v3\_small](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_small_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v3_small.md) | +| 35 | [torchvision.models.vgg11_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11_bn.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg11_bn.md) | +| 36 | [torchvision.transforms.RandomAffine](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomAffine.html) | [paddle.vision.transforms.RandomAffine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomAffine_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomAffine.md) | +| 37 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne.md) | +| 38 | [torchvision.models.vgg16](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg16.md) | +| 39 | [torch.Tensor.qr](https://pytorch.org/docs/stable/generated/torch.Tensor.qr.html?highlight=torch+tensor+qr#torch.Tensor.qr) | [paddle.Tensor.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.qr.md) | +| 40 | [torchvision.models.squeezenet1_0](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_0.html) | [paddle.vision.models.squeezenet1_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.squeezenet1_0.md) | +| 41 | [torchvision.transforms.RandomResizedCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomResizedCrop.html) | [paddle.vision.transforms.RandomResizedCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomResizedCrop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomResizedCrop.md) | +| 42 | [torch.nn.ReplicationPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad1d.html?highlight=pad#torch.nn.ReplicationPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad1d.md) | +| 43 | [torch.Tensor.floor\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide_.html) | paddle.Tensor.floor_divide_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.floor_divide_.md) | +| 44 | [torchvision.transforms.functional.perspective](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.perspective.html#perspective) | [paddle.vision.transforms.perspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/perspective_cn.html#cn-api-paddle-vision-transforms-perspective) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.perspective.md) | +| 45 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream) | [paddle.device.current_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/current_stream_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.current_stream.md) | +| 46 | [torchvision.io.decode_jpeg](https://pytorch.org/vision/main/generated/torchvision.io.decode_jpeg.html) | [paddle.vision.ops.decode_jpeg](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/decode_jpeg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.io.decode_jpeg.md) | +| 47 | [torchvision.models.vgg19](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg19.md) | +| 48 | [torchvision.models.wide\_resnet101\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet101_2.html) | [paddle.vision.models.wide\_resnet101\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet101_2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.wide_resnet101_2.md) | +| 49 | [torch.block_diag](https://pytorch.org/docs/stable/generated/torch.block_diag.html#torch-block-diag) | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.block_diag.md) | +| 50 | [torch.le](https://pytorch.org/docs/stable/generated/torch.le.html) | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.le.md) | +| 51 | [torch.cuda.get\_device\_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties) | [paddle.device.cuda.get\_device\_properties](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_properties_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.get_device_properties.md) | +| 52 | [torchvision.models.shufflenet\_v2\_x1\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_5.html) | [paddle.vision.models.shufflenet\_v2\_x1\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_5_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x1_5.md) | +| 53 | [torch.nn.ReflectionPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad1d.html?highlight=pad#torch.nn.ReflectionPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad1d.md) | +| 54 | [torchvision.transforms.Resize](https://pytorch.org/vision/stable/generated/torchvision.transforms.Resize.html#torchvision.transforms.Resize) | [paddle.vision.transforms.Resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Resize__upper_cn.html#resize) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.Resize.md) | +| 55 | [torch.linalg.lu_solve](https://pytorch.org/docs/stable/generated/torch.linalg.lu_solve.html#torch.linalg.lu_solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.linalg.lu_solve.md) | +| 56 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt.md) | +| 57 | [torchvision.models.vgg13_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13_bn.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg13_bn.md) | +| 58 | [torch.Tensor.fmod_](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod_.html#torch.Tensor.fmod_) | paddle.Tensor.mod_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.fmod_.md) | +| 59 | [torchvision.models.densenet201](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet201.html) | [paddle.vision.models.densenet201](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet201_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet201.md) | +| 60 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt.md) | +| 61 | [torch.Tensor.slice_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.slice_scatter.html#torch-tensor-slice-scatter) | [paddle.Tensor.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#slice_scatter-value-axes-starts-ends-strides-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.slice_scatter.md) | +| 62 | [torchvision.models.shufflenet\_v2\_x1\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_0.html) | [paddle.vision.models.shufflenet\_v2\_x1\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x1_0.md) | +| 63 | [torch.Tensor.ge_](https://pytorch.org/docs/stable/ge_nerated/torch.Tensor.ge_.html) | paddle.Tensor.greater_equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge_.md) | +| 64 | [torchvision.models.resnet101](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet101.html) | [paddle.vision.models.resnet101](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet101_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet101.md) | +| 65 | [torch.nn.ReplicationPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad2d.html?highlight=pad#torch.nn.ReplicationPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad2d.md) | +| 66 | [torchvision.models.vgg13](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg13.md) | +| 67 | [torchvision.transforms.RandomPerspective](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomPerspective.html?highlight=randomperspective#torchvision.transforms.RandomPerspective) | [paddle.vision.transforms.RandomPerspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomPerspective_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomPerspective.md) | +| 68 | [torch.set\_default\_tensor\_type](https://pytorch.org/docs/stable/generated/torch.set_default_tensor_type.html) | [paddle.set\_default\_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html#set-default-dtype) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.set_default_tensor_type.md) | +| 69 | [torch.Tensor.fmod](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod.html#torch.Tensor.fmod) | [paddle.Tensor.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mod-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.fmod.md) | +| 70 | [torch.Tensor.lt_](https://pytorch.org/docs/stable/generated/torch.Tensor.lt_.html) | paddle.Tensor.less_than_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt_.md) | +| 71 | [torchvision.models.vgg11](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg11.md) | +| 72 | [torchvision.models.vgg19_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19_bn.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg19_bn.md) | +| 73 | [torch.nn.ReplicationPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad3d.html?highlight=pad#torch.nn.ReplicationPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad3d.md) | +| 74 | [torchvision.models.resnet34](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet34.html) | [paddle.vision.models.resnet34](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet34_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet34.md) | +| 75 | [torch.nn.ReflectionPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad2d.html?highlight=pad#torch.nn.ReflectionPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad2d.md) | +| 76 | [torchvision.models.wide\_resnet50\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet50_2.html) | [paddle.vision.models.wide\_resnet50\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet50_2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.wide_resnet50_2.md) | +| 77 | [torchvision.models.googlenet](https://pytorch.org/vision/main/models/generated/torchvision.models.googlenet.html) | [paddle.vision.models.googlenet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/googlenet_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.googlenet.md) | +| 78 | [torchvision.models.resnext50_32x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext50_32x4d.html) | [paddle.vision.models.resnext50_32x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext50_32x4d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnext50_32x4d.md) | +| 79 | [torchvision.models.resnet152](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet152.html) | [paddle.vision.models.resnet152](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet152_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet152.md) | +| 80 | [torchvision.models.mobilenet\_v3\_large](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_large.html) | [paddle.vision.models.mobilenet\_v3\_large](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_large_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v3_large.md) | +| 81 | [torch.Tensor.eq_](https://pytorch.org/docs/stable/generated/torch.Tensor.eq_.html) | paddle.Tensor.equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.eq_.md) | +| 82 | [torch.cpu.set_device](https://pytorch.org/docs/stable/generated/torch.cpu.set_device.html) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cpu.set_device.md) | +| 83 | [torch.distributed.reduce\_scatter\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter_tensor) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.distributed.reduce_scatter_tensor.md) | +| 84 | [torchvision.models.mobilenet_v2](https://pytorch.org/vision/stable/models/generated/torchvision.models.mobilenet_v2.html) | [paddle.vision.models.mobilenet_v2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v2.md) | +| 85 | [torchvision.models.densenet121](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet121.html) | [paddle.vision.models.densenet121](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet121_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet121.md) | +| 86 | [torch.Tensor.ne_](https://pytorch.org/docs/stable/generated/torch.Tensor.ne_.html) | paddle.Tensor.not_equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne_.md) | +| 87 | [torch.cuda.set\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state_all.html#torch.cuda.set_rng_state_all) | paddle.set_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.set_rng_state_all.md) | ### 9. 返回参数类型不一致 **分类简介** @@ -1615,35 +1614,35 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.sparse.sum](https://pytorch.org/docs/stable/generated/torch.sparse.sum.html?highlight=sparse+sum#torch.sparse.sum) | [paddle.sparse.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sum_cn.html#sum) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/sparse/torch.sparse.sum.md) | -| 2 | [torch.Tensor.allclose](https://pytorch.org/docs/stable/generated/torch.Tensor.allclose.html) | [paddle.Tensor.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#allclose-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.allclose.md) | -| 3 | [torch.Tensor.histc](https://pytorch.org/docs/stable/generated/torch.Tensor.histc.html?highlight=torch+tensor+histc#torch.Tensor.histc) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.histc.md) | -| 4 | [torch.equal](https://pytorch.org/docs/stable/generated/torch.equal.html?highlight=equal#torch.equal) | [paddle.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/equal_all_cn.html#equal-all) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.equal.md) | -| 5 | [torch.Tensor.equal](https://pytorch.org/docs/stable/generated/torch.Tensor.equal.html?highlight=equal#torch.Tensor.equal) | [paddle.Tensor.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-all-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.equal.md) | -| 6 | [torch.Tensor.min](https://pytorch.org/docs/stable/generated/torch.Tensor.min.html) | [paddle.Tensor.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#min-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.min.md) | -| 7 | [torch.Tensor.max](https://pytorch.org/docs/stable/generated/torch.Tensor.max.html) | [paddle.Tensor.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#max-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.max.md) | -| 8 | [torch.Tensor.triangular_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.triangular_solve.html#torch.Tensor.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.triangular_solve.md) | -| 9 | [torch.Tensor.sort](https://pytorch.org/docs/stable/generated/torch.Tensor.sort.html#torch-tensor-sort) | [paddle.Tensor.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#sort) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sort.md) | -| 10 | [torch.Tensor.slogdet](https://pytorch.org/docs/stable/generated/torch.Tensor.slogdet.html) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.slogdet.md) | -| 11 | [torch.linalg.cholesky_ex](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky_ex.html) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.cholesky_ex.md) | -| 12 | [torch.linalg.inv_ex](https://pytorch.org/docs/stable/generated/torch.linalg.inv_ex.html) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.inv_ex.md) | -| 13 | [torch.linalg.slogdet](https://pytorch.org/docs/stable/generated/torch.linalg.slogdet.html#torch.linalg.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.slogdet.md) | -| 14 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | [paddle.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#paddle.sort) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.sort.md) | -| 15 | [torch.triangular_solve](https://pytorch.org/docs/stable/generated/torch.triangular_solve.html#torch.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.triangular_solve.md) | -| 16 | [torch.slogdet](https://pytorch.org/docs/stable/generated/torch.slogdet.html?highlight=slogdet#torch.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.slogdet.md) | -| 17 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | [paddle.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/min_cn.html#min) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.min.md) | -| 18 | [torch.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.get_rng_state.html#torch.get_rng_state) | paddle.get_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_rng_state.md) | -| 19 | [torch.histc](https://pytorch.org/docs/stable/generated/torch.histc.html#torch-histc) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html#histogram) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.histc.md) | -| 20 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | [paddle.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/max_cn.html#max) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.max.md) | -| 21 | [torch.cuda.get\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state_all.html#torch.cuda.get_rng_state_all) | paddle.get_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_rng_state_all.md) | -| 22 | [torch.cuda.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch-cuda-get-rng-state) | [paddle.get\_cuda\_rng\_state](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/get_cuda_rng_state_cn.html#get-cuda-rng-state) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_rng_state.md) | -| 23 | [torch.cuda.manual_seed](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed.html#torch.cuda.manual_seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.manual_seed.md) | -| 24 | [torch.nn.LSTMCell](https://pytorch.org/docs/stable/generated/torch.nn.LSTMCell.html#torch.nn.LSTMCell) | [paddle.nn.LSTMCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTMCell_cn.html#lstmcell) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LSTMCell.md) | -| 25 | [torch.nn.GRUCell](https://pytorch.org/docs/stable/generated/torch.nn.GRUCell.html#torch.nn.GRUCell) | [paddle.nn.GRUCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRUCell_cn.html#grucell) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.GRUCell.md) | -| 26 | [torch.nn.RNNCell](https://pytorch.org/docs/stable/generated/torch.nn.RNNCell.html#torch.nn.RNNCell) | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.RNNCell.md) | -| 27 | [torch.utils.data.default_collate](https://pytorch.org/docs/stable/data.html?highlight=default_collate#torch.utils.data.default_collate) | paddle.io.dataloader.collate.default_collate_fn | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.default_collate.md) | -| 28 | [transformers.PreTrainedModel.generate](https://github.com/huggingface/transformers/blob/0fdea8607d7e01eb0e38a1ebeb7feee30a22f0cf/src/transformers/generation/utils.py#L1567) | [paddlenlp.transformers.PreTrainedModel.generate](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/generation/utils.py#L604) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedModel.generate.md) | -| 29 | [transformers.PreTrainedTokenizer.encode](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer.encode) | [paddlenlp.transformers.PreTrainedTokenizer.encode](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/transformers/tokenizer_utils_base.py#L2369) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedTokenizer.encode.md) | +| 1 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | [paddle.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#paddle.sort) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.sort.md) | +| 2 | [transformers.PreTrainedModel.generate](https://github.com/huggingface/transformers/blob/0fdea8607d7e01eb0e38a1ebeb7feee30a22f0cf/src/transformers/generation/utils.py#L1567) | [paddlenlp.transformers.PreTrainedModel.generate](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/generation/utils.py#L604) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedModel.generate.md) | +| 3 | [torch.Tensor.allclose](https://pytorch.org/docs/stable/generated/torch.Tensor.allclose.html) | [paddle.Tensor.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#allclose-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.allclose.md) | +| 4 | [torch.triangular_solve](https://pytorch.org/docs/stable/generated/torch.triangular_solve.html#torch.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.triangular_solve.md) | +| 5 | [torch.Tensor.histc](https://pytorch.org/docs/stable/generated/torch.Tensor.histc.html?highlight=torch+tensor+histc#torch.Tensor.histc) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.histc.md) | +| 6 | [torch.equal](https://pytorch.org/docs/stable/generated/torch.equal.html?highlight=equal#torch.equal) | [paddle.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/equal_all_cn.html#equal-all) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.equal.md) | +| 7 | [torch.slogdet](https://pytorch.org/docs/stable/generated/torch.slogdet.html?highlight=slogdet#torch.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.slogdet.md) | +| 8 | [torch.Tensor.equal](https://pytorch.org/docs/stable/generated/torch.Tensor.equal.html?highlight=equal#torch.Tensor.equal) | [paddle.Tensor.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-all-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.equal.md) | +| 9 | [torch.cuda.get\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state_all.html#torch.cuda.get_rng_state_all) | paddle.get_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.get_rng_state_all.md) | +| 10 | [transformers.PreTrainedTokenizer.encode](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer.encode) | [paddlenlp.transformers.PreTrainedTokenizer.encode](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/transformers/tokenizer_utils_base.py#L2369) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedTokenizer.encode.md) | +| 11 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | [paddle.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/min_cn.html#min) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.min.md) | +| 12 | [torch.nn.LSTMCell](https://pytorch.org/docs/stable/generated/torch.nn.LSTMCell.html#torch.nn.LSTMCell) | [paddle.nn.LSTMCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTMCell_cn.html#lstmcell) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.LSTMCell.md) | +| 13 | [torch.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.get_rng_state.html#torch.get_rng_state) | paddle.get_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.get_rng_state.md) | +| 14 | [torch.Tensor.min](https://pytorch.org/docs/stable/generated/torch.Tensor.min.html) | [paddle.Tensor.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#min-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.min.md) | +| 15 | [torch.cuda.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch-cuda-get-rng-state) | [paddle.get\_cuda\_rng\_state](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/get_cuda_rng_state_cn.html#get-cuda-rng-state) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.get_rng_state.md) | +| 16 | [torch.linalg.cholesky_ex](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky_ex.html) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.cholesky_ex.md) | +| 17 | [torch.Tensor.max](https://pytorch.org/docs/stable/generated/torch.Tensor.max.html) | [paddle.Tensor.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#max-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.max.md) | +| 18 | [torch.Tensor.triangular_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.triangular_solve.html#torch.Tensor.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.triangular_solve.md) | +| 19 | [torch.linalg.inv_ex](https://pytorch.org/docs/stable/generated/torch.linalg.inv_ex.html) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.inv_ex.md) | +| 20 | [torch.Tensor.sort](https://pytorch.org/docs/stable/generated/torch.Tensor.sort.html#torch-tensor-sort) | [paddle.Tensor.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#sort) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.sort.md) | +| 21 | [torch.cuda.manual_seed](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed.html#torch.cuda.manual_seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.manual_seed.md) | +| 22 | [torch.utils.data.default_collate](https://pytorch.org/docs/stable/data.html?highlight=default_collate#torch.utils.data.default_collate) | paddle.io.dataloader.collate.default_collate_fn | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.utils.data.default_collate.md) | +| 23 | [torch.nn.GRUCell](https://pytorch.org/docs/stable/generated/torch.nn.GRUCell.html#torch.nn.GRUCell) | [paddle.nn.GRUCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRUCell_cn.html#grucell) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.GRUCell.md) | +| 24 | [torch.sparse.sum](https://pytorch.org/docs/stable/generated/torch.sparse.sum.html?highlight=sparse+sum#torch.sparse.sum) | [paddle.sparse.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sum_cn.html#sum) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.sparse.sum.md) | +| 25 | [torch.histc](https://pytorch.org/docs/stable/generated/torch.histc.html#torch-histc) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html#histogram) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.histc.md) | +| 26 | [torch.nn.RNNCell](https://pytorch.org/docs/stable/generated/torch.nn.RNNCell.html#torch.nn.RNNCell) | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.RNNCell.md) | +| 27 | [torch.Tensor.slogdet](https://pytorch.org/docs/stable/generated/torch.Tensor.slogdet.html) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.slogdet.md) | +| 28 | [torch.linalg.slogdet](https://pytorch.org/docs/stable/generated/torch.linalg.slogdet.html#torch.linalg.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.slogdet.md) | +| 29 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | [paddle.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/max_cn.html#max) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.max.md) | ### 10. 组合替代实现 **分类简介** @@ -1655,178 +1654,178 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.nn.functional.softmin](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmin.html#torch.nn.functional.softmin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.softmin.md) | -| 2 | [torch.nn.functional.\_Reduction.get\_enum](https://github.com/pytorch/pytorch/blob/3045b16488f14c9d941d33d63417e6ea52fb2544/torch/nn/_reduction.py#L7) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional._Reduction.get_enum.md) | -| 3 | [torch.Tensor.select](https://pytorch.org/docs/stable/generated/torch.Tensor.select.html?highlight=select#torch.Tensor.select) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.select.md) | -| 4 | [torch.Tensor.dim_order](https://pytorch.org/docs/stable/generated/torch.Tensor.dim_order.html?highlight=dim_order#torch.Tensor.dim_order) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.dim_order.md) | -| 5 | [torch.Tensor.is_signed](https://pytorch.org/docs/stable/generated/torch.Tensor.is_signed.html#torch.Tensor.is_signed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.is_signed.md) | -| 6 | [torch.Tensor.addcdiv](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv.html#torch.Tensor.addcdiv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addcdiv.md) | -| 7 | [torch.Tensor.addcmul_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul_.html#torch-tensor-addcmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addcmul_.md) | -| 8 | [torch.Tensor.narrow_copy](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow_copy.html#torch.Tensor.narrow_copy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.narrow_copy.md) | -| 9 | [torch.Tensor.addmv](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv.html#torch.Tensor.addmv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addmv.md) | -| 10 | [torch.Tensor.erfc](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erfc.md) | -| 11 | [torch.Tensor.addbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm.html#torch.Tensor.addbmm) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addbmm.md) | -| 12 | [torch.Tensor.xlogy_](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy_.html#torch.Tensor.xlogy_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.xlogy_.md) | -| 13 | [torch.Tensor.aminmax](https://pytorch.org/docs/stable/generated/torch.Tensor.aminmax.html#torch.Tensor.aminmax) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.aminmax.md) | -| 14 | [torch.Tensor.mH](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mH) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mH.md) | -| 15 | [torch.Tensor.xlogy](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy.html#torch.Tensor.xlogy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.xlogy.md) | -| 16 | [torch.Tensor.histogram](https://pytorch.org/docs/stable/generated/torch.Tensor.histogram.html#torch.Tensor.histogram) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.histogram.md) | -| 17 | [torch.Tensor.addr](https://pytorch.org/docs/stable/generated/torch.Tensor.addr.html#torch.Tensor.addr) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addr.md) | -| 18 | [torch.Tensor.reshape_as](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape_as.html#torch.Tensor.reshape_as) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.reshape_as.md) | -| 19 | [torch.Tensor.float\_power\_](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power_.html#torch.Tensor.float_power_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.float_power_.md) | -| 20 | [torch.Tensor.addr_](https://pytorch.org/docs/stable/generated/torch.Tensor.addr_.html#torch.Tensor.addr_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addr_.md) | -| 21 | [torch.Tensor.erfc_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc_.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erfc_.md) | -| 22 | [torch.Tensor.addmv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv_.html#torch.Tensor.addmv_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addmv_.md) | -| 23 | [torch.Tensor.float_power](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power.html#torch.Tensor.float_power) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.float_power.md) | -| 24 | [torch.Tensor.nbytes](https://pytorch.org/docs/stable/generated/torch.Tensor.nbytes.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.nbytes.md) | -| 25 | [torch.Tensor.adjoint](https://pytorch.org/docs/stable/generated/torch.Tensor.adjoint.html#torch.Tensor.adjoint) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.adjoint.md) | -| 26 | [torch.Tensor.addbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm_.html#torch.Tensor.addbmm_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addbmm_.md) | -| 27 | [torch.Tensor.requires\_grad\_](https://pytorch.org/docs/stable/generated/torch.Tensor.requires_grad_.html?highlight=requires_grad_#torch.Tensor.requires_grad_) | [paddle.Tensor.stop_gradient](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#stop-gradient) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.requires_grad_.md) | -| 28 | [torch.Tensor.resize\_as\_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_as_.html?highlight=resize_as#torch.Tensor.resize_as_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.resize_as_.md) | -| 29 | [torch.Tensor.logdet](https://pytorch.org/docs/stable/generated/torch.Tensor.logdet.html#torch.Tensor.logdet) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logdet.md) | -| 30 | [torch.Tensor.logaddexp2](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp2.html#torch.Tensor.logaddexp2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.logaddexp2.md) | -| 31 | [torch.Tensor.addcmul](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul.html#torch.Tensor.addcmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addcmul.md) | -| 32 | [torch.Tensor.index\_copy\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_copy_.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.index_copy_.md) | -| 33 | [torch.Tensor.H](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.H) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.H.md) | -| 34 | [torch.Tensor.addcdiv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv_.html#torch.Tensor.addcdiv_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.addcdiv_.md) | -| 35 | [torch.linalg.lu](https://pytorch.org/docs/stable/generated/torch.linalg.lu.html?highlight=torch+linalg+lu#torch.linalg.lu) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.lu.md) | -| 36 | os.environ.get | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/os.environ.get.md) | -| 37 | [torch.special.exp2](https://pytorch.org/docs/stable/special.html#torch.special.exp2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.exp2.md) | -| 38 | setuptools.setup | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/setuptools.setup.md) | -| 39 | [torch.testing.make_tensor](https://pytorch.org/docs/stable/testing.html#torch.testing.make_tensor) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.testing.make_tensor.md) | -| 40 | [torch.testing.assert_close](https://pytorch.org/docs/stable/testing.html?highlight=assert_close#torch.testing.assert_close) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.testing.assert_close.md) | -| 41 | [torch.backends.cudnn.is_available](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cudnn.is_available) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.backends.cudnn.is_available.md) | -| 42 | [torch.special.xlogy](https://pytorch.org/docs/stable/special.html#torch.special.xlogy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.xlogy.md) | -| 43 | [torch.special.expit](https://pytorch.org/docs/stable/special.html#torch.special.expit) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.expit.md) | -| 44 | [torch.special.ndtr](https://pytorch.org/docs/stable/special.html#torch.special.ndtr) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.ndtr.md) | -| 45 | [torch.special.xlog1py](https://pytorch.org/docs/stable/special.html#torch.special.xlog1py) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.xlog1py.md) | -| 46 | [torch.special.erfc](https://pytorch.org/docs/stable/special.html#torch.special.erfc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.erfc.md) | -| 47 | [torch.testing.assert_allclose](https://pytorch.org/docs/stable/testing.html?highlight=torch+testing+assert_allclose#torch.testing.assert_allclose) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.testing.assert_allclose.md) | -| 48 | [torch.special.erfcx](https://pytorch.org/docs/stable/special.html#torch.special.erfcx) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.erfcx.md) | -| 49 | [torch.special.ndtri](https://pytorch.org/docs/stable/special.html#torch.special.ndtri) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.ndtri.md) | -| 50 | [torch.optim.lr_scheduler.LambdaLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LambdaLR.html) | [paddle.optimizer.lr.LambdaDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LambdaDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.LambdaLR.md) | -| 51 | [torch.optim.lr_scheduler.MultiplicativeLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiplicativeLR.html) | [paddle.optimizer.lr.MultiplicativeDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiplicativeDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.MultiplicativeLR.md) | -| 52 | [torch.optim.lr_scheduler.CyclicLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CyclicLR.html) | [paddle.optimizer.lr.CyclicLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CyclicLR_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.CyclicLR.md) | -| 53 | [torch.optim.lr_scheduler.ReduceLROnPlateau](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ReduceLROnPlateau.html) | [paddle.optimizer.lr.ReduceOnPlateau](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ReduceOnPlateau_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.ReduceLROnPlateau.md) | -| 54 | [torch.optim.lr_scheduler.ConstantLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ConstantLR.html) | [paddle.optimizer.lr.PiecewiseDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/PiecewiseDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.ConstantLR.md) | -| 55 | [torch.optim.lr_scheduler.CosineAnnealingLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingLR.html) | [paddle.optimizer.lr.CosineAnnealingDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CosineAnnealingDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.CosineAnnealingLR.md) | -| 56 | [torch.optim.lr_scheduler.CosineAnnealingWarmRestarts](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html) | [paddle.optimizer.lr.CosineAnnealingWarmRestarts](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/optimizer/lr.py#L2371) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.md) | -| 57 | [torch.optim.lr_scheduler.LRScheduler](https://docs.pytorch.org/docs/2.7/generated/torch.optim.lr_scheduler.LRScheduler.html#torch.optim.lr_scheduler.LRScheduler) | [paddle.optimizer.lr.LRScheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LRScheduler_cn.html#lrscheduler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.LRScheduler.md) | -| 58 | [torch.optim.lr_scheduler.StepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.StepLR.html) | [paddle.optimizer.lr.StepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/StepDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.StepLR.md) | -| 59 | [torch.optim.lr_scheduler.MultiStepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiStepLR.html) | [paddle.optimizer.lr.MultiStepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiStepDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.MultiStepLR.md) | -| 60 | [torch.optim.lr_scheduler.ExponentialLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ExponentialLR.html) | [paddle.optimizer.lr.ExponentialDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ExponentialDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.ExponentialLR.md) | -| 61 | [torch.optim.lr_scheduler.OneCycleLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.OneCycleLR.html) | [paddle.optimizer.lr.OneCycleLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/OneCycleLR_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.OneCycleLR.md) | -| 62 | [torch.optim.lr_scheduler.LinearLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LinearLR.html) | [paddle.optimizer.lr.LinearLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LinearLR_cn.html#linearlr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.lr_scheduler.LinearLR.md) | -| 63 | [torch.\_foreach\_round\_](https://pytorch.org/docs/stable/generated/torch._foreach_round_.html#torch-foreach-round) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_round_.md) | -| 64 | [torch.Tensor.is_pinned](https://pytorch.org/docs/stable/generated/torch.Tensor.is_pinned.html?highlight=is_pinned#torch.Tensor.is_pinned) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.is_pinned.md) | -| 65 | [torch.aminmax](https://pytorch.org/docs/stable/generated/torch.aminmax.html#torch.aminmax) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.aminmax.md) | -| 66 | [torch.seed](https://pytorch.org/docs/stable/generated/torch.seed.html#torch.seed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.seed.md) | -| 67 | [torch.\_foreach\_ceil\_](https://pytorch.org/docs/stable/generated/torch._foreach_ceil_.html#torch-foreach-ceil) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_ceil_.md) | -| 68 | [torch.\_foreach\_frac\_](https://pytorch.org/docs/stable/generated/torch._foreach_frac_.html#torch-foreach-frac) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_frac_.md) | -| 69 | [torch.\_foreach\_floor](https://pytorch.org/docs/stable/generated/torch._foreach_floor.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_floor.md) | -| 70 | [torch.set\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_interop_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_num_interop_threads.md) | -| 71 | [torch.logdet](https://pytorch.org/docs/stable/generated/torch.logdet.html#torch.logdet) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.logdet.md) | -| 72 | [torch.\_foreach\_tan](https://pytorch.org/docs/stable/generated/torch._foreach_tan.html#torch-foreach-tan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_tan.md) | -| 73 | [torch.\_foreach\_ceil](https://pytorch.org/docs/stable/generated/torch._foreach_ceil.html#torch-foreach-ceil) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_ceil.md) | -| 74 | [torch.\_foreach\_atan\_](https://pytorch.org/docs/stable/generated/torch._foreach_atan_.html#torch-foreach-atan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_atan_.md) | -| 75 | [torch.narrow_copy](https://pytorch.org/docs/stable/generated/torch.narrow_copy.html#torch.narrow_copy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.narrow_copy.md) | -| 76 | [torch.\_foreach\_log](https://pytorch.org/docs/stable/generated/torch._foreach_log.html#torch-foreach-log) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_log.md) | -| 77 | [torch.\_foreach\_sin](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sin.html#torch-foreach-sin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_sin.md) | -| 78 | [torch.frombuffer](https://pytorch.org/docs/stable/generated/torch.frombuffer.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.frombuffer.md) | -| 79 | [torch.histogram](https://pytorch.org/docs/stable/generated/torch.histogram.html#torch.histogram) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.histogram.md) | -| 80 | [torch.\_foreach\_log10](https://pytorch.org/docs/stable/generated/torch._foreach_log10.html#torch-foreach-log10) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_log10.md) | -| 81 | [torch.\_foreach\_cos](https://pytorch.org/docs/stable/generated/torch._foreach_cos.html#torch-foreach-cos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_cos.md) | -| 82 | [torch.addcdiv](https://pytorch.org/docs/stable/generated/torch.addcdiv.html#torch.addcdiv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.addcdiv.md) | -| 83 | [torch.\_foreach\_erf\_](https://pytorch.org/docs/stable/generated/torch._foreach_erf_.html#torch-foreach-erf) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_erf_.md) | -| 84 | [torch.var_mean](https://pytorch.org/docs/stable/generated/torch.var_mean.html?highlight=var_mean#torch.var_mean) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.var_mean.md) | -| 85 | [torch.multiprocessing.cpu_count](https://github.com/pytorch/pytorch/blob/main/torch/multiprocessing/__init__.py) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.multiprocessing.cpu_count.md) | -| 86 | [torch.\_foreach\_sinh\_](https://pytorch.org/docs/stable/generated/torch._foreach_sinh_.html#torch-foreach-sinh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_sinh_.md) | -| 87 | [torch.chain_matmul](https://pytorch.org/docs/stable/generated/torch.chain_matmul.html?highlight=chain_matmul#torch.chain_matmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.chain_matmul.md) | -| 88 | [torch.get\_num\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_num_threads.md) | -| 89 | [torch.set\_num\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_num_threads.md) | -| 90 | [torch.adjoint](https://pytorch.org/docs/stable/generated/torch.adjoint.html#torch.adjoint) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.adjoint.md) | -| 91 | [torch.\_foreach\_expm1\_](https://pytorch.org/docs/stable/generated/torch._foreach_expm1_.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_expm1_.md) | -| 92 | [torch.std_mean](https://pytorch.org/docs/stable/generated/torch.std_mean.html?highlight=std_mean#torch.std_mean) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.std_mean.md) | -| 93 | [torch.addcmul](https://pytorch.org/docs/stable/generated/torch.addcmul.html#torch.addcmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.addcmul.md) | -| 94 | [torch.\_foreach\_acos\_](https://pytorch.org/docs/stable/generated/torch._foreach_acos_.html#torch-foreach-acos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_acos_.md) | -| 95 | [torch.\_foreach\_reciprocal](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal.html#torch-foreach-reciprocal) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_reciprocal.md) | -| 96 | [torch.addmv](https://pytorch.org/docs/stable/generated/torch.addmv.html?highlight=addmv#torch.addmv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.addmv.md) | -| 97 | [torch.\_foreach\_sigmoid](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid.html#torch-foreach-sigmoid) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_sigmoid.md) | -| 98 | [torch.\_foreach\_exp](https://pytorch.org/docs/stable/generated/torch._foreach_exp.html#torch-foreach-exp) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_exp.md) | -| 99 | [torch.Generator](https://pytorch.org/docs/stable/generated/torch.Generator.html#generator) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Generator.md) | -| 100 | [torch.inference_mode](https://pytorch.org/docs/stable/generated/torch.inference_mode.html#torch.inference_mode) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.inference_mode.md) | -| 101 | [torch._assert](https://pytorch.org/docs/stable/generated/torch._assert.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._assert.md) | -| 102 | [torch.\_foreach\_cosh](https://pytorch.org/docs/stable/generated/torch._foreach_cosh.html#torch-foreach-cosh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_cosh.md) | -| 103 | [torch.\_foreach\_log2](https://pytorch.org/docs/stable/generated/torch._foreach_log2.html#torch-foreach-log2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_log2.md) | -| 104 | [torch.\_foreach\_asin](https://pytorch.org/docs/stable/generated/torch._foreach_asin.html#torch-foreach-asin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_asin.md) | -| 105 | [torch.autograd.Variable](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.autograd.Variable.md) | -| 106 | [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.device.md) | -| 107 | [torch.\_foreach\_erf](https://pytorch.org/docs/stable/generated/torch._foreach_erf.html#torch-foreach-erf) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_erf.md) | -| 108 | [torch.\_foreach\_cosh\_](https://pytorch.org/docs/stable/generated/torch._foreach_cosh_.html#torch-foreach-cosh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_cosh_.md) | -| 109 | [torch.\_foreach\_log1p\_](https://pytorch.org/docs/stable/generated/torch._foreach_log1p_.html#torch-foreach-log1p) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_log1p_.md) | -| 110 | [torch.\_foreach\_sqrt](https://pytorch.org/docs/stable/generated/torch._foreach_sqrt.html#torch-foreach-sqrt) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_sqrt.md) | -| 111 | [torch.detach](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.detach.md) | -| 112 | [torch.\_foreach\_acos](https://pytorch.org/docs/stable/generated/torch._foreach_acos.html#torch-foreach-acos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_acos.md) | -| 113 | [torch.index_copy](https://pytorch.org/docs/stable/generated/torch.index_copy.html#torch.index_copy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.index_copy.md) | -| 114 | [torch.\_foreach\_lgamma\_](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma_.html#torch-foreach-lgamma) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_lgamma_.md) | -| 115 | [torch.\_foreach\_floor\_](https://pytorch.org/docs/stable/generated/torch._foreach_floor_.html#torch-foreach-floor) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_floor_.md) | -| 116 | [torch.\_foreach\_sqrt\_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sqrt_.html#torch-foreach-sqrt) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_sqrt_.md) | -| 117 | [torch.\_foreach\_zero\_](https://pytorch.org/docs/stable/generated/torch._foreach_zero_.html#torch-foreach-zero) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_zero_.md) | -| 118 | [torch.\_foreach\_erfc](https://pytorch.org/docs/stable/generated/torch._foreach_erfc.html#torch-foreach-erfc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_erfc.md) | -| 119 | [torch.\_foreach\_abs](https://pytorch.org/docs/stable/generated/torch._foreach_abs.html#torch-foreach-abs) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_abs.md) | -| 120 | [torch.\_foreach\_cos\_](https://pytorch.org/docs/stable/generated/torch._foreach_cos_.html#torch-foreach-cos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_cos_.md) | -| 121 | [torch.addr](https://pytorch.org/docs/stable/generated/torch.addr.html?highlight=addr#torch.addr) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.addr.md) | -| 122 | [torch.\_foreach\_sin\_](https://pytorch.org/docs/stable/generated/torch._foreach_sin_.html#torch-foreach-sin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_sin_.md) | -| 123 | [torch.addbmm](https://pytorch.org/docs/stable/generated/torch.addbmm.html#torch.addbmm) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.addbmm.md) | -| 124 | [torch.\_foreach\_exp\_](https://pytorch.org/docs/stable/generated/torch._foreach_exp_.html#torch._foreach_exp_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_exp_.md) | -| 125 | [torch.initial_seed](https://pytorch.org/docs/stable/generated/torch.initial_seed.html?highlight=initial_seed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.initial_seed.md) | -| 126 | [torch.\_foreach\_neg\_](https://pytorch.org/docs/stable/generated/torch._foreach_neg_.html#torch-foreach-neg) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_neg_.md) | -| 127 | [torch.can_cast](https://pytorch.org/docs/stable/generated/torch.can_cast.html#torch-can-cast) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.can_cast.md) | -| 128 | [torch.\_foreach\_asin\_](https://pytorch.org/docs/stable/generated/torch._foreach_asin_.html#torch-foreach-asin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_asin_.md) | -| 129 | [torch.\_foreach\_abs\_](https://pytorch.org/docs/stable/generated/torch._foreach_abs_.html#torch-foreach-abs) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_abs_.md) | -| 130 | [torch.\_foreach\_atan](https://pytorch.org/docs/stable/generated/torch._foreach_atan.html#torch-foreach-atan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_atan.md) | -| 131 | [torch.\_foreach\_trunc](https://pytorch.org/docs/stable/generated/torch._foreach_trunc.html#torch-foreach-trunc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_trunc.md) | -| 132 | [torch.\_foreach\_sinh](https://pytorch.org/docs/stable/generated/torch._foreach_sinh.html#torch-foreach-sinh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_sinh.md) | -| 133 | [torch.\_foreach\_sigmoid\_](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid_.html#torch-foreach-sigmoid) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_sigmoid_.md) | -| 134 | [torch.\_foreach\_frac](https://pytorch.org/docs/stable/generated/torch._foreach_frac.html#torch-foreach-frac) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_frac.md) | -| 135 | [torch.\_foreach\_lgamma](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma.html#torch-foreach-lgamma) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_lgamma.md) | -| 136 | [torch.\_foreach\_log2\_](https://pytorch.org/docs/stable/generated/torch._foreach_log2_.html#torch-foreach-log2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_log2_.md) | -| 137 | [torch.\_foreach\_neg](https://pytorch.org/docs/stable/generated/torch._foreach_neg.html#torch-foreach-neg) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_neg.md) | -| 138 | [torch.select](https://pytorch.org/docs/stable/generated/torch.select.html#torch.select) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.select.md) | -| 139 | [torch.logaddexp2](https://pytorch.org/docs/stable/generated/torch.logaddexp2.html#torch.logaddexp2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.logaddexp2.md) | -| 140 | [torch.\_foreach\_log1p](https://pytorch.org/docs/stable/generated/torch._foreach_log1p.html#torch-foreach-log1p) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_log1p.md) | -| 141 | [torch.is_nonzero](https://pytorch.org/docs/stable/generated/torch.is_nonzero.html#torch.is_nonzero) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.is_nonzero.md) | -| 142 | [torch.\_foreach\_tan\_](https://pytorch.org/docs/stable/generated/torch._foreach_tan_.html#torch-foreach-tan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_tan_.md) | -| 143 | [torch.\_foreach\_log10\_](https://pytorch.org/docs/stable/generated/torch._foreach_log10_.html#torch-foreach-log10) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_log10_.md) | -| 144 | [torch.\_foreach\_trunc\_](https://pytorch.org/docs/stable/generated/torch._foreach_trunc_.html#torch-foreach-trunc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_trunc_.md) | -| 145 | [torch.get\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_interop_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_num_interop_threads.md) | -| 146 | [torch.\_foreach\_log\_](https://pytorch.org/docs/stable/generated/torch._foreach_log_.html#torch-foreach-log) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_log_.md) | -| 147 | [torch.\_foreach\_erfc\_](https://pytorch.org/docs/stable/generated/torch._foreach_erfc_.html#torch-foreach-erfc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_erfc_.md) | -| 148 | [torch.\_foreach\_expm1](https://pytorch.org/docs/stable/generated/torch._foreach_expm1.html#torch-foreach-expm1) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_expm1.md) | -| 149 | [torch.\_foreach\_round](https://pytorch.org/docs/stable/generated/torch._foreach_round.html#torch-foreach-round) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_round.md) | -| 150 | [torch.\_foreach\_reciprocal\_](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal_.html#torch-foreach-reciprocal) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch._foreach_reciprocal_.md) | -| 151 | [torch.float_power](https://pytorch.org/docs/stable/generated/torch.float_power.html#torch-float-power) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.float_power.md) | -| 152 | [torch.cuda.set\_per\_process\_memory\_fraction](https://pytorch.org/docs/stable/generated/torch.cuda.set_per_process_memory_fraction.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.set_per_process_memory_fraction.md) | -| 153 | [torch.cuda.initial_seed](https://pytorch.org/docs/stable/generated/torch.cuda.initial_seed.html?highlight=torch+cuda+initial_seed#torch.cuda.initial_seed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.initial_seed.md) | -| 154 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch-cuda-is-available) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_available.md) | -| 155 | [torch.distributed.Backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.Backend) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.Backend.md) | -| 156 | [torch.nn.modules.module.register\_module\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_pre_hook.html) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.modules.module.register_module_forward_pre_hook.md) | -| 157 | [torch.nn.Module.get_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_buffer) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.get_buffer.md) | -| 158 | [torch.nn.modules.utils._ntuple](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L8) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.modules.utils._ntuple.md) | -| 159 | [torch.nn.Softmin](https://pytorch.org/docs/stable/generated/torch.nn.Softmin.html#softmin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Softmin.md) | -| 160 | [torch.nn.Module.get_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_parameter) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.get_parameter.md) | -| 161 | [torch.nn.Module.get_submodule](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_submodule) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.get_submodule.md) | -| 162 | [torch.nn.modules.module.register\_module\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_hook.html) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.modules.module.register_module_forward_hook.md) | -| 163 | [torch.nn.modules.utils._pair](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L198) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.modules.utils._pair.md) | -| 164 | [torch.utils.set_module](https://docs.pytorch.org/docs/stable/generated/torch.utils.set_module.html#torch-utils-set-module) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.set_module.md) | -| 165 | [torch.distributions.transforms.PositiveDefiniteTransform](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.transforms) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.PositiveDefiniteTransform.md) | -| 166 | [flash\_attn.layers.rotary.apply\_rotary\_emb\_func](https://github.com/Dao-AILab/flash-attention/blob/c4b9015d74bd9f638c6fd574482accf4bbbd4197/flash_attn/layers/rotary.py#L128) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.layers.rotary.apply_rotary_emb_func.md) | -| 167 | [fairscale.nn.model\_parallel.initialize.model\_parallel\_is\_initialized](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L119) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.md) | -| 168 | [fairscale.nn.model\_parallel.initialize.initialize\_model\_parallel](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L41) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/fairscale/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md) | -| 169 | [transformers.PreTrainedModel.get\_head\_mask](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.modeling_utils.ModuleUtilsMixin.get_head_mask) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedModel.get_head_mask.md) | -| 170 | [transformers.PreTrainedModel](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel) | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedModel.md) | -| 171 | [transformers.logging.get_logger](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/utils/logging.py#L147) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.logging.get_logger.md) | -| 172 | [transformers.PreTrainedModel.post_init](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel.post_init) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedModel.post_init.md) | +| 1 | [torch.Tensor.select](https://pytorch.org/docs/stable/generated/torch.Tensor.select.html?highlight=select#torch.Tensor.select) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.select.md) | +| 2 | [torch.\_foreach\_round\_](https://pytorch.org/docs/stable/generated/torch._foreach_round_.html#torch-foreach-round) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_round_.md) | +| 3 | [torch.cuda.set\_per\_process\_memory\_fraction](https://pytorch.org/docs/stable/generated/torch.cuda.set_per_process_memory_fraction.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.set_per_process_memory_fraction.md) | +| 4 | [torch.Tensor.dim_order](https://pytorch.org/docs/stable/generated/torch.Tensor.dim_order.html?highlight=dim_order#torch.Tensor.dim_order) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.dim_order.md) | +| 5 | [torch.optim.lr_scheduler.LambdaLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LambdaLR.html) | [paddle.optimizer.lr.LambdaDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LambdaDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LambdaLR.md) | +| 6 | [torch.Tensor.is_signed](https://pytorch.org/docs/stable/generated/torch.Tensor.is_signed.html#torch.Tensor.is_signed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.is_signed.md) | +| 7 | [torch.Tensor.addcdiv](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv.html#torch.Tensor.addcdiv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcdiv.md) | +| 8 | [torch.Tensor.is_pinned](https://pytorch.org/docs/stable/generated/torch.Tensor.is_pinned.html?highlight=is_pinned#torch.Tensor.is_pinned) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.is_pinned.md) | +| 9 | [torch.nn.modules.module.register\_module\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_pre_hook.html) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.module.register_module_forward_pre_hook.md) | +| 10 | [torch.optim.lr_scheduler.MultiplicativeLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiplicativeLR.html) | [paddle.optimizer.lr.MultiplicativeDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiplicativeDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.MultiplicativeLR.md) | +| 11 | [torch.aminmax](https://pytorch.org/docs/stable/generated/torch.aminmax.html#torch.aminmax) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.aminmax.md) | +| 12 | [torch.seed](https://pytorch.org/docs/stable/generated/torch.seed.html#torch.seed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.seed.md) | +| 13 | [torch.nn.functional.softmin](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmin.html#torch.nn.functional.softmin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.functional.softmin.md) | +| 14 | [torch.\_foreach\_ceil\_](https://pytorch.org/docs/stable/generated/torch._foreach_ceil_.html#torch-foreach-ceil) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_ceil_.md) | +| 15 | [torch.\_foreach\_frac\_](https://pytorch.org/docs/stable/generated/torch._foreach_frac_.html#torch-foreach-frac) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_frac_.md) | +| 16 | [torch.\_foreach\_floor](https://pytorch.org/docs/stable/generated/torch._foreach_floor.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_floor.md) | +| 17 | [torch.set\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_interop_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.set_num_interop_threads.md) | +| 18 | [torch.logdet](https://pytorch.org/docs/stable/generated/torch.logdet.html#torch.logdet) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.logdet.md) | +| 19 | [torch.\_foreach\_tan](https://pytorch.org/docs/stable/generated/torch._foreach_tan.html#torch-foreach-tan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_tan.md) | +| 20 | [torch.\_foreach\_ceil](https://pytorch.org/docs/stable/generated/torch._foreach_ceil.html#torch-foreach-ceil) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_ceil.md) | +| 21 | [torch.nn.Module.get_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_buffer) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_buffer.md) | +| 22 | [torch.\_foreach\_atan\_](https://pytorch.org/docs/stable/generated/torch._foreach_atan_.html#torch-foreach-atan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_atan_.md) | +| 23 | [torch.narrow_copy](https://pytorch.org/docs/stable/generated/torch.narrow_copy.html#torch.narrow_copy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.narrow_copy.md) | +| 24 | [torch.Tensor.addcmul_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul_.html#torch-tensor-addcmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcmul_.md) | +| 25 | [torch.\_foreach\_log](https://pytorch.org/docs/stable/generated/torch._foreach_log.html#torch-foreach-log) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log.md) | +| 26 | [fairscale.nn.model\_parallel.initialize.model\_parallel\_is\_initialized](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L119) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.md) | +| 27 | [torch.optim.lr_scheduler.CyclicLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CyclicLR.html) | [paddle.optimizer.lr.CyclicLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CyclicLR_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CyclicLR.md) | +| 28 | [torch.optim.lr_scheduler.ReduceLROnPlateau](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ReduceLROnPlateau.html) | [paddle.optimizer.lr.ReduceOnPlateau](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ReduceOnPlateau_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ReduceLROnPlateau.md) | +| 29 | [torch.\_foreach\_sin](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sin.html#torch-foreach-sin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sin.md) | +| 30 | [torch.Tensor.narrow_copy](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow_copy.html#torch.Tensor.narrow_copy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.narrow_copy.md) | +| 31 | [torch.frombuffer](https://pytorch.org/docs/stable/generated/torch.frombuffer.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.frombuffer.md) | +| 32 | [torch.histogram](https://pytorch.org/docs/stable/generated/torch.histogram.html#torch.histogram) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.histogram.md) | +| 33 | [torch.\_foreach\_log10](https://pytorch.org/docs/stable/generated/torch._foreach_log10.html#torch-foreach-log10) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log10.md) | +| 34 | [torch.Tensor.addmv](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv.html#torch.Tensor.addmv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addmv.md) | +| 35 | [torch.\_foreach\_cos](https://pytorch.org/docs/stable/generated/torch._foreach_cos.html#torch-foreach-cos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cos.md) | +| 36 | [torch.linalg.lu](https://pytorch.org/docs/stable/generated/torch.linalg.lu.html?highlight=torch+linalg+lu#torch.linalg.lu) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.linalg.lu.md) | +| 37 | [torch.Tensor.erfc](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.erfc.md) | +| 38 | [torch.cuda.initial_seed](https://pytorch.org/docs/stable/generated/torch.cuda.initial_seed.html?highlight=torch+cuda+initial_seed#torch.cuda.initial_seed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.initial_seed.md) | +| 39 | [torch.Tensor.addbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm.html#torch.Tensor.addbmm) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addbmm.md) | +| 40 | [torch.optim.lr_scheduler.ConstantLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ConstantLR.html) | [paddle.optimizer.lr.PiecewiseDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/PiecewiseDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ConstantLR.md) | +| 41 | [torch.addcdiv](https://pytorch.org/docs/stable/generated/torch.addcdiv.html#torch.addcdiv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addcdiv.md) | +| 42 | [fairscale.nn.model\_parallel.initialize.initialize\_model\_parallel](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L41) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md) | +| 43 | [torch.\_foreach\_erf\_](https://pytorch.org/docs/stable/generated/torch._foreach_erf_.html#torch-foreach-erf) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erf_.md) | +| 44 | [torch.var_mean](https://pytorch.org/docs/stable/generated/torch.var_mean.html?highlight=var_mean#torch.var_mean) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.var_mean.md) | +| 45 | [torch.optim.lr_scheduler.CosineAnnealingLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingLR.html) | [paddle.optimizer.lr.CosineAnnealingDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CosineAnnealingDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CosineAnnealingLR.md) | +| 46 | [torch.multiprocessing.cpu_count](https://github.com/pytorch/pytorch/blob/main/torch/multiprocessing/__init__.py) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.multiprocessing.cpu_count.md) | +| 47 | [torch.Tensor.xlogy_](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy_.html#torch.Tensor.xlogy_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.xlogy_.md) | +| 48 | os.environ.get | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/os.environ.get.md) | +| 49 | [torch.special.exp2](https://pytorch.org/docs/stable/special.html#torch.special.exp2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.exp2.md) | +| 50 | [torch.nn.modules.utils._ntuple](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L8) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.utils._ntuple.md) | +| 51 | [torch.nn.Softmin](https://pytorch.org/docs/stable/generated/torch.nn.Softmin.html#softmin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Softmin.md) | +| 52 | [torch.\_foreach\_sinh\_](https://pytorch.org/docs/stable/generated/torch._foreach_sinh_.html#torch-foreach-sinh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sinh_.md) | +| 53 | [torch.chain_matmul](https://pytorch.org/docs/stable/generated/torch.chain_matmul.html?highlight=chain_matmul#torch.chain_matmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.chain_matmul.md) | +| 54 | [torch.get\_num\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.get_num_threads.md) | +| 55 | setuptools.setup | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/setuptools.setup.md) | +| 56 | [torch.nn.Module.get_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_parameter) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_parameter.md) | +| 57 | [torch.Tensor.aminmax](https://pytorch.org/docs/stable/generated/torch.Tensor.aminmax.html#torch.Tensor.aminmax) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.aminmax.md) | +| 58 | [torch.set\_num\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.set_num_threads.md) | +| 59 | [torch.testing.make_tensor](https://pytorch.org/docs/stable/testing.html#torch.testing.make_tensor) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.make_tensor.md) | +| 60 | [torch.adjoint](https://pytorch.org/docs/stable/generated/torch.adjoint.html#torch.adjoint) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.adjoint.md) | +| 61 | [torch.testing.assert_close](https://pytorch.org/docs/stable/testing.html?highlight=assert_close#torch.testing.assert_close) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.assert_close.md) | +| 62 | [torch.Tensor.mH](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mH) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.mH.md) | +| 63 | [torch.distributions.transforms.PositiveDefiniteTransform](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.transforms) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.distributions.transforms.PositiveDefiniteTransform.md) | +| 64 | [torch.\_foreach\_expm1\_](https://pytorch.org/docs/stable/generated/torch._foreach_expm1_.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_expm1_.md) | +| 65 | [torch.nn.Module.get_submodule](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_submodule) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_submodule.md) | +| 66 | [torch.std_mean](https://pytorch.org/docs/stable/generated/torch.std_mean.html?highlight=std_mean#torch.std_mean) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.std_mean.md) | +| 67 | [torch.addcmul](https://pytorch.org/docs/stable/generated/torch.addcmul.html#torch.addcmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addcmul.md) | +| 68 | [torch.Tensor.xlogy](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy.html#torch.Tensor.xlogy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.xlogy.md) | +| 69 | [torch.Tensor.histogram](https://pytorch.org/docs/stable/generated/torch.Tensor.histogram.html#torch.Tensor.histogram) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.histogram.md) | +| 70 | [torch.Tensor.addr](https://pytorch.org/docs/stable/generated/torch.Tensor.addr.html#torch.Tensor.addr) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addr.md) | +| 71 | [torch.\_foreach\_acos\_](https://pytorch.org/docs/stable/generated/torch._foreach_acos_.html#torch-foreach-acos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_acos_.md) | +| 72 | [torch.\_foreach\_reciprocal](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal.html#torch-foreach-reciprocal) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_reciprocal.md) | +| 73 | [torch.addmv](https://pytorch.org/docs/stable/generated/torch.addmv.html?highlight=addmv#torch.addmv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addmv.md) | +| 74 | [torch.\_foreach\_sigmoid](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid.html#torch-foreach-sigmoid) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sigmoid.md) | +| 75 | [torch.Tensor.reshape_as](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape_as.html#torch.Tensor.reshape_as) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.reshape_as.md) | +| 76 | [torch.\_foreach\_exp](https://pytorch.org/docs/stable/generated/torch._foreach_exp.html#torch-foreach-exp) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_exp.md) | +| 77 | [torch.Generator](https://pytorch.org/docs/stable/generated/torch.Generator.html#generator) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Generator.md) | +| 78 | [torch.inference_mode](https://pytorch.org/docs/stable/generated/torch.inference_mode.html#torch.inference_mode) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.inference_mode.md) | +| 79 | [torch.Tensor.float\_power\_](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power_.html#torch.Tensor.float_power_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.float_power_.md) | +| 80 | [torch._assert](https://pytorch.org/docs/stable/generated/torch._assert.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._assert.md) | +| 81 | [torch.\_foreach\_cosh](https://pytorch.org/docs/stable/generated/torch._foreach_cosh.html#torch-foreach-cosh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cosh.md) | +| 82 | [torch.\_foreach\_log2](https://pytorch.org/docs/stable/generated/torch._foreach_log2.html#torch-foreach-log2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log2.md) | +| 83 | [torch.\_foreach\_asin](https://pytorch.org/docs/stable/generated/torch._foreach_asin.html#torch-foreach-asin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_asin.md) | +| 84 | [torch.backends.cudnn.is_available](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cudnn.is_available) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.backends.cudnn.is_available.md) | +| 85 | [torch.autograd.Variable](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.autograd.Variable.md) | +| 86 | [torch.special.xlogy](https://pytorch.org/docs/stable/special.html#torch.special.xlogy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlogy.md) | +| 87 | [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.device.md) | +| 88 | [torch.special.expit](https://pytorch.org/docs/stable/special.html#torch.special.expit) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.expit.md) | +| 89 | [torch.Tensor.addr_](https://pytorch.org/docs/stable/generated/torch.Tensor.addr_.html#torch.Tensor.addr_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addr_.md) | +| 90 | [torch.\_foreach\_erf](https://pytorch.org/docs/stable/generated/torch._foreach_erf.html#torch-foreach-erf) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erf.md) | +| 91 | [torch.\_foreach\_cosh\_](https://pytorch.org/docs/stable/generated/torch._foreach_cosh_.html#torch-foreach-cosh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cosh_.md) | +| 92 | [torch.\_foreach\_log1p\_](https://pytorch.org/docs/stable/generated/torch._foreach_log1p_.html#torch-foreach-log1p) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log1p_.md) | +| 93 | [torch.\_foreach\_sqrt](https://pytorch.org/docs/stable/generated/torch._foreach_sqrt.html#torch-foreach-sqrt) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sqrt.md) | +| 94 | [torch.nn.modules.module.register\_module\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_hook.html) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.module.register_module_forward_hook.md) | +| 95 | [torch.detach](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.detach.md) | +| 96 | [torch.\_foreach\_acos](https://pytorch.org/docs/stable/generated/torch._foreach_acos.html#torch-foreach-acos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_acos.md) | +| 97 | [torch.index_copy](https://pytorch.org/docs/stable/generated/torch.index_copy.html#torch.index_copy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.index_copy.md) | +| 98 | [torch.Tensor.erfc_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc_.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.erfc_.md) | +| 99 | [torch.\_foreach\_lgamma\_](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma_.html#torch-foreach-lgamma) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_lgamma_.md) | +| 100 | [transformers.PreTrainedModel.get\_head\_mask](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.modeling_utils.ModuleUtilsMixin.get_head_mask) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.get_head_mask.md) | +| 101 | [torch.\_foreach\_floor\_](https://pytorch.org/docs/stable/generated/torch._foreach_floor_.html#torch-foreach-floor) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_floor_.md) | +| 102 | [torch.nn.functional.\_Reduction.get\_enum](https://github.com/pytorch/pytorch/blob/3045b16488f14c9d941d33d63417e6ea52fb2544/torch/nn/_reduction.py#L7) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.functional._Reduction.get_enum.md) | +| 103 | [torch.\_foreach\_sqrt\_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sqrt_.html#torch-foreach-sqrt) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sqrt_.md) | +| 104 | [torch.\_foreach\_zero\_](https://pytorch.org/docs/stable/generated/torch._foreach_zero_.html#torch-foreach-zero) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_zero_.md) | +| 105 | [torch.\_foreach\_erfc](https://pytorch.org/docs/stable/generated/torch._foreach_erfc.html#torch-foreach-erfc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erfc.md) | +| 106 | [torch.\_foreach\_abs](https://pytorch.org/docs/stable/generated/torch._foreach_abs.html#torch-foreach-abs) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_abs.md) | +| 107 | [torch.optim.lr_scheduler.CosineAnnealingWarmRestarts](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html) | [paddle.optimizer.lr.CosineAnnealingWarmRestarts](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/optimizer/lr.py#L2371) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.md) | +| 108 | [torch.\_foreach\_cos\_](https://pytorch.org/docs/stable/generated/torch._foreach_cos_.html#torch-foreach-cos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cos_.md) | +| 109 | [torch.Tensor.addmv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv_.html#torch.Tensor.addmv_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addmv_.md) | +| 110 | [torch.Tensor.float_power](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power.html#torch.Tensor.float_power) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.float_power.md) | +| 111 | [torch.addr](https://pytorch.org/docs/stable/generated/torch.addr.html?highlight=addr#torch.addr) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addr.md) | +| 112 | [torch.\_foreach\_sin\_](https://pytorch.org/docs/stable/generated/torch._foreach_sin_.html#torch-foreach-sin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sin_.md) | +| 113 | [torch.Tensor.nbytes](https://pytorch.org/docs/stable/generated/torch.Tensor.nbytes.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.nbytes.md) | +| 114 | [torch.special.ndtr](https://pytorch.org/docs/stable/special.html#torch.special.ndtr) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.ndtr.md) | +| 115 | [flash\_attn.layers.rotary.apply\_rotary\_emb\_func](https://github.com/Dao-AILab/flash-attention/blob/c4b9015d74bd9f638c6fd574482accf4bbbd4197/flash_attn/layers/rotary.py#L128) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/flash_attn.layers.rotary.apply_rotary_emb_func.md) | +| 116 | [torch.addbmm](https://pytorch.org/docs/stable/generated/torch.addbmm.html#torch.addbmm) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addbmm.md) | +| 117 | [torch.\_foreach\_exp\_](https://pytorch.org/docs/stable/generated/torch._foreach_exp_.html#torch._foreach_exp_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_exp_.md) | +| 118 | [torch.initial_seed](https://pytorch.org/docs/stable/generated/torch.initial_seed.html?highlight=initial_seed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.initial_seed.md) | +| 119 | [torch.\_foreach\_neg\_](https://pytorch.org/docs/stable/generated/torch._foreach_neg_.html#torch-foreach-neg) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_neg_.md) | +| 120 | [torch.optim.lr_scheduler.LRScheduler](https://docs.pytorch.org/docs/2.7/generated/torch.optim.lr_scheduler.LRScheduler.html#torch.optim.lr_scheduler.LRScheduler) | [paddle.optimizer.lr.LRScheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LRScheduler_cn.html#lrscheduler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LRScheduler.md) | +| 121 | [torch.can_cast](https://pytorch.org/docs/stable/generated/torch.can_cast.html#torch-can-cast) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.can_cast.md) | +| 122 | [torch.\_foreach\_asin\_](https://pytorch.org/docs/stable/generated/torch._foreach_asin_.html#torch-foreach-asin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_asin_.md) | +| 123 | [torch.\_foreach\_abs\_](https://pytorch.org/docs/stable/generated/torch._foreach_abs_.html#torch-foreach-abs) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_abs_.md) | +| 124 | [torch.\_foreach\_atan](https://pytorch.org/docs/stable/generated/torch._foreach_atan.html#torch-foreach-atan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_atan.md) | +| 125 | [torch.\_foreach\_trunc](https://pytorch.org/docs/stable/generated/torch._foreach_trunc.html#torch-foreach-trunc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_trunc.md) | +| 126 | [torch.Tensor.adjoint](https://pytorch.org/docs/stable/generated/torch.Tensor.adjoint.html#torch.Tensor.adjoint) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.adjoint.md) | +| 127 | [torch.optim.lr_scheduler.StepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.StepLR.html) | [paddle.optimizer.lr.StepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/StepDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.StepLR.md) | +| 128 | [torch.Tensor.addbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm_.html#torch.Tensor.addbmm_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addbmm_.md) | +| 129 | [torch.\_foreach\_sinh](https://pytorch.org/docs/stable/generated/torch._foreach_sinh.html#torch-foreach-sinh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sinh.md) | +| 130 | [torch.\_foreach\_sigmoid\_](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid_.html#torch-foreach-sigmoid) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sigmoid_.md) | +| 131 | [transformers.PreTrainedModel](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel) | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.md) | +| 132 | [torch.\_foreach\_frac](https://pytorch.org/docs/stable/generated/torch._foreach_frac.html#torch-foreach-frac) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_frac.md) | +| 133 | [torch.optim.lr_scheduler.MultiStepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiStepLR.html) | [paddle.optimizer.lr.MultiStepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiStepDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.MultiStepLR.md) | +| 134 | [torch.Tensor.requires\_grad\_](https://pytorch.org/docs/stable/generated/torch.Tensor.requires_grad_.html?highlight=requires_grad_#torch.Tensor.requires_grad_) | [paddle.Tensor.stop_gradient](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#stop-gradient) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.requires_grad_.md) | +| 135 | [torch.special.xlog1py](https://pytorch.org/docs/stable/special.html#torch.special.xlog1py) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlog1py.md) | +| 136 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch-cuda-is-available) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.is_available.md) | +| 137 | [torch.\_foreach\_lgamma](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma.html#torch-foreach-lgamma) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_lgamma.md) | +| 138 | [torch.nn.modules.utils._pair](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L198) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.utils._pair.md) | +| 139 | [torch.\_foreach\_log2\_](https://pytorch.org/docs/stable/generated/torch._foreach_log2_.html#torch-foreach-log2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log2_.md) | +| 140 | [torch.special.erfc](https://pytorch.org/docs/stable/special.html#torch.special.erfc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfc.md) | +| 141 | [torch.\_foreach\_neg](https://pytorch.org/docs/stable/generated/torch._foreach_neg.html#torch-foreach-neg) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_neg.md) | +| 142 | [torch.testing.assert_allclose](https://pytorch.org/docs/stable/testing.html?highlight=torch+testing+assert_allclose#torch.testing.assert_allclose) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.assert_allclose.md) | +| 143 | [torch.Tensor.resize\_as\_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_as_.html?highlight=resize_as#torch.Tensor.resize_as_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.resize_as_.md) | +| 144 | [torch.select](https://pytorch.org/docs/stable/generated/torch.select.html#torch.select) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.select.md) | +| 145 | [torch.utils.set_module](https://docs.pytorch.org/docs/stable/generated/torch.utils.set_module.html#torch-utils-set-module) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.utils.set_module.md) | +| 146 | [torch.logaddexp2](https://pytorch.org/docs/stable/generated/torch.logaddexp2.html#torch.logaddexp2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.logaddexp2.md) | +| 147 | [torch.Tensor.logdet](https://pytorch.org/docs/stable/generated/torch.Tensor.logdet.html#torch.Tensor.logdet) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.logdet.md) | +| 148 | [torch.optim.lr_scheduler.ExponentialLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ExponentialLR.html) | [paddle.optimizer.lr.ExponentialDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ExponentialDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ExponentialLR.md) | +| 149 | [torch.\_foreach\_log1p](https://pytorch.org/docs/stable/generated/torch._foreach_log1p.html#torch-foreach-log1p) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log1p.md) | +| 150 | [torch.is_nonzero](https://pytorch.org/docs/stable/generated/torch.is_nonzero.html#torch.is_nonzero) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.is_nonzero.md) | +| 151 | [torch.Tensor.logaddexp2](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp2.html#torch.Tensor.logaddexp2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.logaddexp2.md) | +| 152 | [torch.Tensor.addcmul](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul.html#torch.Tensor.addcmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcmul.md) | +| 153 | [torch.\_foreach\_tan\_](https://pytorch.org/docs/stable/generated/torch._foreach_tan_.html#torch-foreach-tan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_tan_.md) | +| 154 | [torch.\_foreach\_log10\_](https://pytorch.org/docs/stable/generated/torch._foreach_log10_.html#torch-foreach-log10) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log10_.md) | +| 155 | [torch.\_foreach\_trunc\_](https://pytorch.org/docs/stable/generated/torch._foreach_trunc_.html#torch-foreach-trunc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_trunc_.md) | +| 156 | [torch.get\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_interop_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.get_num_interop_threads.md) | +| 157 | [transformers.logging.get_logger](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/utils/logging.py#L147) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.md) | +| 158 | [torch.\_foreach\_log\_](https://pytorch.org/docs/stable/generated/torch._foreach_log_.html#torch-foreach-log) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log_.md) | +| 159 | [torch.special.erfcx](https://pytorch.org/docs/stable/special.html#torch.special.erfcx) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfcx.md) | +| 160 | [torch.optim.lr_scheduler.OneCycleLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.OneCycleLR.html) | [paddle.optimizer.lr.OneCycleLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/OneCycleLR_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.OneCycleLR.md) | +| 161 | [torch.\_foreach\_erfc\_](https://pytorch.org/docs/stable/generated/torch._foreach_erfc_.html#torch-foreach-erfc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erfc_.md) | +| 162 | [torch.\_foreach\_expm1](https://pytorch.org/docs/stable/generated/torch._foreach_expm1.html#torch-foreach-expm1) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_expm1.md) | +| 163 | [torch.Tensor.index\_copy\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_copy_.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.index_copy_.md) | +| 164 | [torch.Tensor.H](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.H) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.H.md) | +| 165 | [torch.\_foreach\_round](https://pytorch.org/docs/stable/generated/torch._foreach_round.html#torch-foreach-round) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_round.md) | +| 166 | [torch.optim.lr_scheduler.LinearLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LinearLR.html) | [paddle.optimizer.lr.LinearLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LinearLR_cn.html#linearlr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LinearLR.md) | +| 167 | [torch.\_foreach\_reciprocal\_](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal_.html#torch-foreach-reciprocal) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_reciprocal_.md) | +| 168 | [torch.float_power](https://pytorch.org/docs/stable/generated/torch.float_power.html#torch-float-power) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.float_power.md) | +| 169 | [torch.Tensor.addcdiv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv_.html#torch.Tensor.addcdiv_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcdiv_.md) | +| 170 | [torch.distributed.Backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.Backend) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.distributed.Backend.md) | +| 171 | [torch.special.ndtri](https://pytorch.org/docs/stable/special.html#torch.special.ndtri) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.ndtri.md) | +| 172 | [transformers.PreTrainedModel.post_init](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel.post_init) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.post_init.md) | ### 11. 可删除 **分类简介** @@ -1844,170 +1843,170 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | flash_attn.flash_attn_interface.flash_attn_varlen_func | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | ``flash_attn.flash_attn_interface.flash_attn_unpadded_func`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/flash_attn/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md)] | -| 2 | torch.Tensor.arctan2 | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | ``torch.Tensor.atan2`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.Tensor.atan2.md)] | +| 1 | flash_attn.flash_attn_interface.flash_attn_varlen_func | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | ``flash_attn.flash_attn_interface.flash_attn_unpadded_func`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md)] | +| 2 | torch.Tensor.arctan2 | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | ``torch.Tensor.atan2`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.atan2.md)] | | 3 | torch.Tensor.arctan2_ | - | ``torch.Tensor.atan2_`` 别名, [-] | -| 4 | torch.Tensor.greater | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | ``torch.Tensor.gt`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.gt.md)] | -| 5 | torch.Tensor.greater_ | paddle.Tensor.greater_than_ | ``torch.Tensor.gt_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.gt_.md)] | -| 6 | torch.Tensor.greater_equal | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | ``torch.Tensor.ge`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ge.md)] | -| 7 | torch.Tensor.greater_equal_ | paddle.Tensor.greater_equal_ | ``torch.Tensor.ge_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ge_.md)] | -| 8 | torch.Tensor.less | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | ``torch.Tensor.lt`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lt.md)] | -| 9 | torch.Tensor.less_ | paddle.Tensor.less_than_ | ``torch.Tensor.lt_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.lt_.md)] | -| 10 | torch.Tensor.less_equal | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | ``torch.Tensor.le`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.le.md)] | -| 11 | torch.Tensor.less_equal_ | paddle.Tensor.less_equal_ | ``torch.Tensor.le_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.le_.md)] | -| 12 | torch.Tensor.not_equal | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | ``torch.Tensor.ne`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ne.md)] | -| 13 | torch.Tensor.not_equal_ | paddle.Tensor.not_equal_ | ``torch.Tensor.ne_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.ne_.md)] | -| 14 | torch.Tensor.subtract | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.Tensor.sub`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sub.md)] | -| 15 | torch.Tensor.subtract_ | paddle.Tensor.subtract_ | ``torch.Tensor.sub_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sub_.md)] | -| 16 | torch.absolute | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | ``torch.abs`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.abs.md)] | -| 17 | torch.absolute_ | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | ``torch.abs_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.abs_.md)] | -| 18 | torch.adaptive_avg_pool1d | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | ``torch.nn.functional.adaptive_avg_pool1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.adaptive_avg_pool1d.md)] | -| 19 | torch.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | ``torch.amp.autocast`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.amp.autocast.md)] | -| 20 | torch.arccos | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | ``torch.acos`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.acos.md)] | -| 21 | torch.arccosh | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | ``torch.acosh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.acosh.md)] | -| 22 | torch.arcsin | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | ``torch.asin`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.asin.md)] | -| 23 | torch.arcsinh | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | ``torch.asinh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.asinh.md)] | -| 24 | torch.arctan | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | ``torch.atan`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.atan.md)] | -| 25 | torch.arctan2 | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | ``torch.atan2`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.atan2.md)] | -| 26 | torch.arctanh | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | ``torch.atanh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.atanh.md)] | -| 27 | torch.avg_pool1d | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | ``torch.nn.functional.avg_pool1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.avg_pool1d.md)] | -| 28 | torch.bilinear | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | ``torch.nn.functional.bilinear`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.bilinear.md)] | +| 4 | torch.Tensor.greater | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | ``torch.Tensor.gt`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt.md)] | +| 5 | torch.Tensor.greater_ | paddle.Tensor.greater_than_ | ``torch.Tensor.gt_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt_.md)] | +| 6 | torch.Tensor.greater_equal | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | ``torch.Tensor.ge`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge.md)] | +| 7 | torch.Tensor.greater_equal_ | paddle.Tensor.greater_equal_ | ``torch.Tensor.ge_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge_.md)] | +| 8 | torch.Tensor.less | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | ``torch.Tensor.lt`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt.md)] | +| 9 | torch.Tensor.less_ | paddle.Tensor.less_than_ | ``torch.Tensor.lt_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt_.md)] | +| 10 | torch.Tensor.less_equal | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | ``torch.Tensor.le`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le.md)] | +| 11 | torch.Tensor.less_equal_ | paddle.Tensor.less_equal_ | ``torch.Tensor.le_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le_.md)] | +| 12 | torch.Tensor.not_equal | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | ``torch.Tensor.ne`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne.md)] | +| 13 | torch.Tensor.not_equal_ | paddle.Tensor.not_equal_ | ``torch.Tensor.ne_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne_.md)] | +| 14 | torch.Tensor.subtract | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.Tensor.sub`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub.md)] | +| 15 | torch.Tensor.subtract_ | paddle.Tensor.subtract_ | ``torch.Tensor.sub_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub_.md)] | +| 16 | torch.absolute | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | ``torch.abs`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.abs.md)] | +| 17 | torch.absolute_ | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | ``torch.abs_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.abs_.md)] | +| 18 | torch.adaptive_avg_pool1d | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | ``torch.nn.functional.adaptive_avg_pool1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool1d.md)] | +| 19 | torch.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | ``torch.amp.autocast`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.amp.autocast.md)] | +| 20 | torch.arccos | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | ``torch.acos`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acos.md)] | +| 21 | torch.arccosh | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | ``torch.acosh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acosh.md)] | +| 22 | torch.arcsin | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | ``torch.asin`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asin.md)] | +| 23 | torch.arcsinh | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | ``torch.asinh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asinh.md)] | +| 24 | torch.arctan | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | ``torch.atan`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan.md)] | +| 25 | torch.arctan2 | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | ``torch.atan2`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan2.md)] | +| 26 | torch.arctanh | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | ``torch.atanh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atanh.md)] | +| 27 | torch.avg_pool1d | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | ``torch.nn.functional.avg_pool1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool1d.md)] | +| 28 | torch.bilinear | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | ``torch.nn.functional.bilinear`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.bilinear.md)] | | 29 | torch.celu_ | - | ``torch.nn.functional.celu_`` 别名, [-] | -| 30 | torch.channel_shuffle | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | ``torch.nn.functional.channel_shuffle`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.channel_shuffle.md)] | -| 31 | torch.conv1d | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | ``torch.nn.functional.conv1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv1d.md)] | -| 32 | torch.conv2d | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | ``torch.nn.functional.conv2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv2d.md)] | -| 33 | torch.conv3d | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | ``torch.nn.functional.conv3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv3d.md)] | +| 30 | torch.channel_shuffle | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | ``torch.nn.functional.channel_shuffle`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.channel_shuffle.md)] | +| 31 | torch.conv1d | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | ``torch.nn.functional.conv1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv1d.md)] | +| 32 | torch.conv2d | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | ``torch.nn.functional.conv2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv2d.md)] | +| 33 | torch.conv3d | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | ``torch.nn.functional.conv3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv3d.md)] | | 34 | torch.conv_tbc | - | ``torch.nn.functional.conv_tbc`` 别名, [-] | -| 35 | torch.conv_transpose1d | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | ``torch.nn.functional.conv_transpose1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv_transpose1d.md)] | -| 36 | torch.conv_transpose2d | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | ``torch.nn.functional.conv_transpose2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv_transpose2d.md)] | -| 37 | torch.conv_transpose3d | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | ``torch.nn.functional.conv_transpose3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.conv_transpose3d.md)] | -| 38 | torch.cosine_similarity | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | ``torch.nn.functional.cosine_similarity`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.cosine_similarity.md)] | -| 39 | torch.cuda.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | ``torch.cuda.amp.autocast`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.amp.autocast.md)] | -| 40 | torch.digamma | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | ``torch.special.digamma`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.digamma.md)] | -| 41 | torch.distributions.AbsTransform | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | ``torch.distributions.transforms.AbsTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.AbsTransform.md)] | -| 42 | torch.distributions.AffineTransform | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | ``torch.distributions.transforms.AffineTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.AffineTransform.md)] | -| 43 | torch.distributions.Bernoulli | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | ``torch.distributions.bernoulli.Bernoulli`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.bernoulli.Bernoulli.md)] | -| 44 | torch.distributions.Beta | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | ``torch.distributions.beta.Beta`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.beta.Beta.md)] | -| 45 | torch.distributions.Binomial | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | ``torch.distributions.binomial.Binomial`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.binomial.Binomial.md)] | +| 35 | torch.conv_transpose1d | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | ``torch.nn.functional.conv_transpose1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose1d.md)] | +| 36 | torch.conv_transpose2d | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | ``torch.nn.functional.conv_transpose2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose2d.md)] | +| 37 | torch.conv_transpose3d | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | ``torch.nn.functional.conv_transpose3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose3d.md)] | +| 38 | torch.cosine_similarity | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | ``torch.nn.functional.cosine_similarity`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.cosine_similarity.md)] | +| 39 | torch.cuda.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | ``torch.cuda.amp.autocast`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.amp.autocast.md)] | +| 40 | torch.digamma | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | ``torch.special.digamma`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.digamma.md)] | +| 41 | torch.distributions.AbsTransform | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | ``torch.distributions.transforms.AbsTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AbsTransform.md)] | +| 42 | torch.distributions.AffineTransform | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | ``torch.distributions.transforms.AffineTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AffineTransform.md)] | +| 43 | torch.distributions.Bernoulli | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | ``torch.distributions.bernoulli.Bernoulli`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.bernoulli.Bernoulli.md)] | +| 44 | torch.distributions.Beta | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | ``torch.distributions.beta.Beta`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.beta.Beta.md)] | +| 45 | torch.distributions.Binomial | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | ``torch.distributions.binomial.Binomial`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.binomial.Binomial.md)] | | 46 | torch.distributions.CatTransform | - | ``torch.distributions.transforms.CatTransform`` 别名, [-] | -| 47 | torch.distributions.Categorical | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | ``torch.distributions.categorical.Categorical`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.categorical.Categorical.md)] | -| 48 | torch.distributions.Cauchy | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | ``torch.distributions.cauchy.Cauchy`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.cauchy.Cauchy.md)] | -| 49 | torch.distributions.ComposeTransform | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | ``torch.distributions.transforms.ComposeTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.ComposeTransform.md)] | -| 50 | torch.distributions.ContinuousBernoulli | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | ``torch.distributions.continuous_bernoulli.ContinuousBernoulli`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md)] | +| 47 | torch.distributions.Categorical | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | ``torch.distributions.categorical.Categorical`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.categorical.Categorical.md)] | +| 48 | torch.distributions.Cauchy | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | ``torch.distributions.cauchy.Cauchy`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.cauchy.Cauchy.md)] | +| 49 | torch.distributions.ComposeTransform | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | ``torch.distributions.transforms.ComposeTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ComposeTransform.md)] | +| 50 | torch.distributions.ContinuousBernoulli | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | ``torch.distributions.continuous_bernoulli.ContinuousBernoulli`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md)] | | 51 | torch.distributions.CumulativeDistributionTransform | - | ``torch.distributions.transforms.CumulativeDistributionTransform`` 别名, [-] | -| 52 | torch.distributions.Dirichlet | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | ``torch.distributions.dirichlet.Dirichlet`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.dirichlet.Dirichlet.md)] | -| 53 | torch.distributions.Distribution | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | ``torch.distributions.distribution.Distribution`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.md)] | -| 54 | torch.distributions.Distribution.rsample | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | ``torch.distributions.distribution.Distribution.rsample`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.rsample.md)] | -| 55 | torch.distributions.Distribution.sample | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | ``torch.distributions.distribution.Distribution.sample`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.sample.md)] | -| 56 | torch.distributions.ExpTransform | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | ``torch.distributions.transforms.ExpTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.ExpTransform.md)] | -| 57 | torch.distributions.Exponential | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | ``torch.distributions.exponential.Exponential`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.exponential.Exponential.md)] | -| 58 | torch.distributions.ExponentialFamily | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | ``torch.distributions.exp_family.ExponentialFamily`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.exp_family.ExponentialFamily.md)] | -| 59 | torch.distributions.Geometric | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | ``torch.distributions.geometric.Geometric`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.geometric.Geometric.md)] | -| 60 | torch.distributions.Gumbel | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | ``torch.distributions.gumbel.Gumbel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.gumbel.Gumbel.md)] | -| 61 | torch.distributions.Independent | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | ``torch.distributions.independent.Independent`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.independent.Independent.md)] | -| 62 | torch.distributions.IndependentTransform | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | ``torch.distributions.transforms.IndependentTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.IndependentTransform.md)] | -| 63 | torch.distributions.Laplace | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | ``torch.distributions.laplace.Laplace`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.laplace.Laplace.md)] | -| 64 | torch.distributions.LogNormal | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | ``torch.distributions.log_normal.LogNormal`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.log_normal.LogNormal.md)] | -| 65 | torch.distributions.Multinomial | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | ``torch.distributions.multinomial.Multinomial`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.multinomial.Multinomial.md)] | -| 66 | torch.distributions.MultivariateNormal | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | ``torch.distributions.multivariate_normal.MultivariateNormal`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.multivariate_normal.MultivariateNormal.md)] | -| 67 | torch.distributions.Normal | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | ``torch.distributions.normal.Normal`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.normal.Normal.md)] | +| 52 | torch.distributions.Dirichlet | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | ``torch.distributions.dirichlet.Dirichlet`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.dirichlet.Dirichlet.md)] | +| 53 | torch.distributions.Distribution | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | ``torch.distributions.distribution.Distribution`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.distribution.Distribution.md)] | +| 54 | torch.distributions.Distribution.rsample | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | ``torch.distributions.distribution.Distribution.rsample`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.rsample.md)] | +| 55 | torch.distributions.Distribution.sample | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | ``torch.distributions.distribution.Distribution.sample`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.sample.md)] | +| 56 | torch.distributions.ExpTransform | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | ``torch.distributions.transforms.ExpTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ExpTransform.md)] | +| 57 | torch.distributions.Exponential | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | ``torch.distributions.exponential.Exponential`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exponential.Exponential.md)] | +| 58 | torch.distributions.ExponentialFamily | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | ``torch.distributions.exp_family.ExponentialFamily`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exp_family.ExponentialFamily.md)] | +| 59 | torch.distributions.Geometric | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | ``torch.distributions.geometric.Geometric`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.geometric.Geometric.md)] | +| 60 | torch.distributions.Gumbel | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | ``torch.distributions.gumbel.Gumbel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gumbel.Gumbel.md)] | +| 61 | torch.distributions.Independent | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | ``torch.distributions.independent.Independent`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.independent.Independent.md)] | +| 62 | torch.distributions.IndependentTransform | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | ``torch.distributions.transforms.IndependentTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.IndependentTransform.md)] | +| 63 | torch.distributions.Laplace | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | ``torch.distributions.laplace.Laplace`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.laplace.Laplace.md)] | +| 64 | torch.distributions.LogNormal | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | ``torch.distributions.log_normal.LogNormal`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.log_normal.LogNormal.md)] | +| 65 | torch.distributions.Multinomial | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | ``torch.distributions.multinomial.Multinomial`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multinomial.Multinomial.md)] | +| 66 | torch.distributions.MultivariateNormal | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | ``torch.distributions.multivariate_normal.MultivariateNormal`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multivariate_normal.MultivariateNormal.md)] | +| 67 | torch.distributions.Normal | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | ``torch.distributions.normal.Normal`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.normal.Normal.md)] | | 68 | torch.distributions.OneHotCategorical | - | ``torch.distributions.one_hot_categorical.OneHotCategorical`` 别名, [-] | -| 69 | torch.distributions.PowerTransform | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | ``torch.distributions.transforms.PowerTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.PowerTransform.md)] | -| 70 | torch.distributions.ReshapeTransform | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | ``torch.distributions.transforms.ReshapeTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.ReshapeTransform.md)] | -| 71 | torch.distributions.SigmoidTransform | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | ``torch.distributions.transforms.SigmoidTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.SigmoidTransform.md)] | -| 72 | torch.distributions.SoftmaxTransform | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | ``torch.distributions.transforms.SoftmaxTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.SoftmaxTransform.md)] | +| 69 | torch.distributions.PowerTransform | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | ``torch.distributions.transforms.PowerTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.PowerTransform.md)] | +| 70 | torch.distributions.ReshapeTransform | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | ``torch.distributions.transforms.ReshapeTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ReshapeTransform.md)] | +| 71 | torch.distributions.SigmoidTransform | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | ``torch.distributions.transforms.SigmoidTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SigmoidTransform.md)] | +| 72 | torch.distributions.SoftmaxTransform | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | ``torch.distributions.transforms.SoftmaxTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SoftmaxTransform.md)] | | 73 | torch.distributions.SoftplusTransform | - | ``torch.distributions.transforms.SoftplusTransform`` 别名, [-] | -| 74 | torch.distributions.StackTransform | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | ``torch.distributions.transforms.StackTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.StackTransform.md)] | -| 75 | torch.distributions.StickBreakingTransform | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | ``torch.distributions.transforms.StickBreakingTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.StickBreakingTransform.md)] | -| 76 | torch.distributions.TanhTransform | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | ``torch.distributions.transforms.TanhTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.TanhTransform.md)] | -| 77 | torch.distributions.Transform | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | ``torch.distributions.transforms.Transform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transforms.Transform.md)] | -| 78 | torch.distributions.TransformedDistribution | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | ``torch.distributions.transformed_distribution.TransformedDistribution`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.transformed_distribution.TransformedDistribution.md)] | -| 79 | torch.distributions.Uniform | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | ``torch.distributions.uniform.Uniform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.uniform.Uniform.md)] | -| 80 | torch.erf | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | ``torch.special.erf`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.erf.md)] | -| 81 | torch.erfc | - | ``torch.special.erfc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.erfc.md)] | -| 82 | torch.erfinv | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | ``torch.special.erfinv`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.erfinv.md)] | -| 83 | torch.exp2 | - | ``torch.special.exp2`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.exp2.md)] | -| 84 | torch.expm1 | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | ``torch.special.expm1`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.expm1.md)] | -| 85 | torch.functional.block_diag | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | ``torch.block_diag`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.block_diag.md)] | -| 86 | torch.functional.broadcast_tensors | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | ``torch.broadcast_tensors`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.broadcast_tensors.md)] | -| 87 | torch.functional.cartesian_prod | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | ``torch.cartesian_prod`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cartesian_prod.md)] | -| 88 | torch.functional.cdist | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | ``torch.cdist`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cdist.md)] | -| 89 | torch.functional.istft | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | ``torch.istft`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.istft.md)] | -| 90 | torch.functional.lu | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | ``torch.lu`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.lu.md)] | -| 91 | torch.functional.meshgrid | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | ``torch.meshgrid`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.meshgrid.md)] | -| 92 | torch.functional.stft | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | ``torch.stft`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.stft.md)] | -| 93 | torch.functional.tensordot | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | ``torch.tensordot`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.tensordot.md)] | -| 94 | torch.functional.unique | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | ``torch.unique`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.unique.md)] | -| 95 | torch.greater_equal | [paddle.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_equal_cn.html#greater-equal) | ``torch.ge`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.ge.md)] | -| 96 | torch.group_norm | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | ``torch.nn.functional.group_norm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.group_norm.md)] | -| 97 | torch.hardshrink | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | ``torch.nn.functional.hardshrink`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.hardshrink.md)] | -| 98 | torch.i0 | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | ``torch.special.i0`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.i0.md)] | -| 99 | torch.igamma | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammainc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.gammainc.md)] | -| 100 | torch.igammac | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammaincc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.gammaincc.md)] | -| 101 | torch.layer_norm | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | ``torch.nn.functional.layer_norm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.layer_norm.md)] | -| 102 | torch.less | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | ``torch.lt`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.lt.md)] | -| 103 | torch.less_equal | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | ``torch.le`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.le.md)] | -| 104 | torch.logit | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | ``torch.special.logit`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.logit.md)] | -| 105 | torch.matrix_exp | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | ``torch.linalg.matrix_exp`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.matrix_exp.md)] | -| 106 | torch.matrix_power | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | ``torch.linalg.matrix_power`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.matrix_power.md)] | -| 107 | torch.nn.NLLLoss2d | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | ``torch.nn.NLLLoss`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.NLLLoss.md)] | +| 74 | torch.distributions.StackTransform | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | ``torch.distributions.transforms.StackTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StackTransform.md)] | +| 75 | torch.distributions.StickBreakingTransform | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | ``torch.distributions.transforms.StickBreakingTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StickBreakingTransform.md)] | +| 76 | torch.distributions.TanhTransform | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | ``torch.distributions.transforms.TanhTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.TanhTransform.md)] | +| 77 | torch.distributions.Transform | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | ``torch.distributions.transforms.Transform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.Transform.md)] | +| 78 | torch.distributions.TransformedDistribution | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | ``torch.distributions.transformed_distribution.TransformedDistribution`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transformed_distribution.TransformedDistribution.md)] | +| 79 | torch.distributions.Uniform | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | ``torch.distributions.uniform.Uniform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.uniform.Uniform.md)] | +| 80 | torch.erf | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | ``torch.special.erf`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erf.md)] | +| 81 | torch.erfc | - | ``torch.special.erfc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfc.md)] | +| 82 | torch.erfinv | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | ``torch.special.erfinv`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erfinv.md)] | +| 83 | torch.exp2 | - | ``torch.special.exp2`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.exp2.md)] | +| 84 | torch.expm1 | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | ``torch.special.expm1`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.expm1.md)] | +| 85 | torch.functional.block_diag | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | ``torch.block_diag`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.block_diag.md)] | +| 86 | torch.functional.broadcast_tensors | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | ``torch.broadcast_tensors`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.broadcast_tensors.md)] | +| 87 | torch.functional.cartesian_prod | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | ``torch.cartesian_prod`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cartesian_prod.md)] | +| 88 | torch.functional.cdist | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | ``torch.cdist`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cdist.md)] | +| 89 | torch.functional.istft | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | ``torch.istft`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.istft.md)] | +| 90 | torch.functional.lu | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | ``torch.lu`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu.md)] | +| 91 | torch.functional.meshgrid | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | ``torch.meshgrid`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.meshgrid.md)] | +| 92 | torch.functional.stft | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | ``torch.stft`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.stft.md)] | +| 93 | torch.functional.tensordot | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | ``torch.tensordot`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tensordot.md)] | +| 94 | torch.functional.unique | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | ``torch.unique`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.unique.md)] | +| 95 | torch.greater_equal | [paddle.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_equal_cn.html#greater-equal) | ``torch.ge`` 别名, [-] | +| 96 | torch.group_norm | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | ``torch.nn.functional.group_norm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.group_norm.md)] | +| 97 | torch.hardshrink | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | ``torch.nn.functional.hardshrink`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardshrink.md)] | +| 98 | torch.i0 | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | ``torch.special.i0`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0.md)] | +| 99 | torch.igamma | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammainc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammainc.md)] | +| 100 | torch.igammac | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammaincc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaincc.md)] | +| 101 | torch.layer_norm | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | ``torch.nn.functional.layer_norm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.layer_norm.md)] | +| 102 | torch.less | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | ``torch.lt`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lt.md)] | +| 103 | torch.less_equal | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | ``torch.le`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.le.md)] | +| 104 | torch.logit | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | ``torch.special.logit`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.logit.md)] | +| 105 | torch.matrix_exp | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | ``torch.linalg.matrix_exp`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.matrix_exp.md)] | +| 106 | torch.matrix_power | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | ``torch.linalg.matrix_power`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_power.md)] | +| 107 | torch.nn.NLLLoss2d | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | ``torch.nn.NLLLoss`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.NLLLoss.md)] | | 108 | torch.nn.UninitializedParameter | - | ``torch.nn.parameter.UninitializedParameter`` 别名, [-] | -| 109 | torch.nn.modules.AvgPool1d | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | ``torch.nn.AvgPool1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AvgPool1d.md)] | -| 110 | torch.nn.modules.AvgPool2d | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | ``torch.nn.AvgPool2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AvgPool2d.md)] | -| 111 | torch.nn.modules.AvgPool3d | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | ``torch.nn.AvgPool3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AvgPool3d.md)] | -| 112 | torch.nn.modules.BatchNorm1d | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | ``torch.nn.BatchNorm1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.BatchNorm1d.md)] | -| 113 | torch.nn.modules.BatchNorm2d | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | ``torch.nn.BatchNorm2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.BatchNorm2d.md)] | -| 114 | torch.nn.modules.BatchNorm3d | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | ``torch.nn.BatchNorm3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.BatchNorm3d.md)] | -| 115 | torch.nn.modules.CosineSimilarity | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | ``torch.nn.CosineSimilarity`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.CosineSimilarity.md)] | -| 116 | torch.nn.modules.Dropout | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | ``torch.nn.Dropout`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Dropout.md)] | -| 117 | torch.nn.modules.GroupNorm | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | ``torch.nn.GroupNorm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.GroupNorm.md)] | -| 118 | torch.nn.modules.LSTM | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | ``torch.nn.LSTM`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.LSTM.md)] | -| 119 | torch.nn.modules.Linear | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | ``torch.nn.Linear`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Linear.md)] | -| 120 | torch.nn.modules.Module | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | ``torch.nn.Module`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.md)] | -| 121 | torch.nn.modules.RNN | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | ``torch.nn.RNN`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.RNN.md)] | -| 122 | torch.nn.modules.RNNBase | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | ``torch.nn.RNNBase`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.RNNBase.md)] | -| 123 | torch.nn.modules.RNNCell | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | ``torch.nn.RNNCell`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.RNNCell.md)] | +| 109 | torch.nn.modules.AvgPool1d | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | ``torch.nn.AvgPool1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool1d.md)] | +| 110 | torch.nn.modules.AvgPool2d | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | ``torch.nn.AvgPool2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool2d.md)] | +| 111 | torch.nn.modules.AvgPool3d | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | ``torch.nn.AvgPool3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool3d.md)] | +| 112 | torch.nn.modules.BatchNorm1d | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | ``torch.nn.BatchNorm1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm1d.md)] | +| 113 | torch.nn.modules.BatchNorm2d | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | ``torch.nn.BatchNorm2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm2d.md)] | +| 114 | torch.nn.modules.BatchNorm3d | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | ``torch.nn.BatchNorm3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm3d.md)] | +| 115 | torch.nn.modules.CosineSimilarity | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | ``torch.nn.CosineSimilarity`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.CosineSimilarity.md)] | +| 116 | torch.nn.modules.Dropout | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | ``torch.nn.Dropout`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout.md)] | +| 117 | torch.nn.modules.GroupNorm | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | ``torch.nn.GroupNorm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.GroupNorm.md)] | +| 118 | torch.nn.modules.LSTM | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | ``torch.nn.LSTM`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.LSTM.md)] | +| 119 | torch.nn.modules.Linear | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | ``torch.nn.Linear`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Linear.md)] | +| 120 | torch.nn.modules.Module | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | ``torch.nn.Module`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.md)] | +| 121 | torch.nn.modules.RNN | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | ``torch.nn.RNN`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.RNN.md)] | +| 122 | torch.nn.modules.RNNBase | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | ``torch.nn.RNNBase`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RNNBase.md)] | +| 123 | torch.nn.modules.RNNCell | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | ``torch.nn.RNNCell`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.RNNCell.md)] | | 124 | torch.nn.modules.RNNCellBase | - | ``torch.nn.RNNCellBase`` 别名, [-] | -| 125 | torch.nn.modules.SyncBatchNorm | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | ``torch.nn.SyncBatchNorm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.SyncBatchNorm.md)] | -| 126 | torch.nn.modules.activation.ReLU | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | ``torch.nn.ReLU`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.ReLU.md)] | -| 127 | torch.nn.parallel.DataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | ``torch.nn.DataParallel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.DataParallel.md)] | -| 128 | torch.nn.parallel.distributed.DistributedDataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | ``torch.nn.parallel.DistributedDataParallel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.parallel.DistributedDataParallel.md)] | -| 129 | torch.nn.utils.clip_grad_norm | [paddle.nn.utils.clip\_grad\_norm\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_norm__cn.html) | ``torch.nn.utils.clip_grad_norm_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.clip_grad_norm_.md)] | -| 130 | torch.nn.utils.parametrizations.spectral_norm | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | ``torch.nn.utils.spectral_norm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.spectral_norm.md)] | -| 131 | torch.not_equal | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | ``torch.ne`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.ne.md)] | -| 132 | torch.optim.sgd.SGD | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | ``torch.optim.SGD`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.SGD.md)] | -| 133 | torch.orgqr | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | ``torch.linalg.householder_product`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.householder_product.md)] | -| 134 | torch.pairwise_distance | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | ``torch.nn.functional.pairwise_distance`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.pairwise_distance.md)] | -| 135 | torch.pdist | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | ``torch.nn.functional.pdist`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.pdist.md)] | -| 136 | torch.pixel_shuffle | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | ``torch.nn.functional.pixel_shuffle`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.pixel_shuffle.md)] | -| 137 | torch.pixel_unshuffle | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | ``torch.nn.functional.pixel_unshuffle`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.pixel_unshuffle.md)] | -| 138 | torch.polygamma | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | ``torch.special.polygamma`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.polygamma.md)] | -| 139 | torch.prelu | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | ``torch.nn.functional.prelu`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.prelu.md)] | -| 140 | torch.random.get_rng_state | paddle.get_rng_state | ``torch.get_rng_state`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_rng_state.md)] | -| 141 | torch.random.seed | - | ``torch.seed`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.seed.md)] | -| 142 | torch.random.set_rng_state | paddle.set_rng_state | ``torch.set_rng_state`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.set_rng_state.md)] | -| 143 | torch.relu_ | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | ``torch.nn.functional.relu_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.relu_.md)] | -| 144 | torch.rrelu_ | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | ``torch.nn.functional.rrelu_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.rrelu_.md)] | +| 125 | torch.nn.modules.SyncBatchNorm | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | ``torch.nn.SyncBatchNorm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.SyncBatchNorm.md)] | +| 126 | torch.nn.modules.activation.ReLU | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | ``torch.nn.ReLU`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU.md)] | +| 127 | torch.nn.parallel.DataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | ``torch.nn.DataParallel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.DataParallel.md)] | +| 128 | torch.nn.parallel.distributed.DistributedDataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | ``torch.nn.parallel.DistributedDataParallel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.parallel.DistributedDataParallel.md)] | +| 129 | torch.nn.utils.clip_grad_norm | [paddle.nn.utils.clip\_grad\_norm\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_norm__cn.html) | ``torch.nn.utils.clip_grad_norm_`` 别名, [-] | +| 130 | torch.nn.utils.parametrizations.spectral_norm | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | ``torch.nn.utils.spectral_norm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.spectral_norm.md)] | +| 131 | torch.not_equal | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | ``torch.ne`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ne.md)] | +| 132 | torch.optim.sgd.SGD | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | ``torch.optim.SGD`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.SGD.md)] | +| 133 | torch.orgqr | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | ``torch.linalg.householder_product`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.householder_product.md)] | +| 134 | torch.pairwise_distance | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | ``torch.nn.functional.pairwise_distance`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pairwise_distance.md)] | +| 135 | torch.pdist | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | ``torch.nn.functional.pdist`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pdist.md)] | +| 136 | torch.pixel_shuffle | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | ``torch.nn.functional.pixel_shuffle`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_shuffle.md)] | +| 137 | torch.pixel_unshuffle | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | ``torch.nn.functional.pixel_unshuffle`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_unshuffle.md)] | +| 138 | torch.polygamma | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | ``torch.special.polygamma`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.polygamma.md)] | +| 139 | torch.prelu | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | ``torch.nn.functional.prelu`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.prelu.md)] | +| 140 | torch.random.get_rng_state | paddle.get_rng_state | ``torch.get_rng_state`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.get_rng_state.md)] | +| 141 | torch.random.seed | - | ``torch.seed`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.seed.md)] | +| 142 | torch.random.set_rng_state | paddle.set_rng_state | ``torch.set_rng_state`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.set_rng_state.md)] | +| 143 | torch.relu_ | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | ``torch.nn.functional.relu_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu_.md)] | +| 144 | torch.rrelu_ | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | ``torch.nn.functional.rrelu_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.rrelu_.md)] | | 145 | torch.selu_ | - | ``torch.nn.functional.selu_`` 别名, [-] | -| 146 | torch.sinc | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | ``torch.special.sinc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.sinc.md)] | -| 147 | torch.subtract | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.sub`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.sub.md)] | -| 148 | torch.tanh | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | ``torch.nn.functional.tanh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.tanh.md)] | -| 149 | torch.threshold | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | ``torch.nn.functional.threshold`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.threshold.md)] | -| 150 | torch.threshold_ | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | ``torch.nn.functional.threshold_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.threshold_.md)] | -| 151 | torch.trapz | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | ``torch.trapezoid`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.trapezoid.md)] | -| 152 | torch.utils.data.DistributedSampler | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | ``torch.utils.data.distributed.DistributedSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.distributed.DistributedSampler.md)] | -| 153 | torch.utils.data._utils.collate.default_collate | paddle.io.dataloader.collate.default_collate_fn | ``torch.utils.data.default_collate`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.default_collate.md)] | -| 154 | torch.utils.data.dataloader.DataLoader | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | ``torch.utils.data.DataLoader`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.DataLoader.md)] | -| 155 | torch.utils.data.sampler.BatchSampler | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | ``torch.utils.data.BatchSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.BatchSampler.md)] | -| 156 | torch.utils.data.sampler.RandomSampler | [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler) | ``torch.utils.data.RandomSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.RandomSampler.md)] | -| 157 | torch.utils.data.sampler.SubsetRandomSampler | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | ``torch.utils.data.SubsetRandomSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.SubsetRandomSampler.md)] | -| 158 | torch.utils.data.sampler.WeightedRandomSampler | [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler) | ``torch.utils.data.WeightedRandomSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.WeightedRandomSampler.md)] | -| 159 | torch.utils.model_zoo.load_url | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | ``torch.hub.load_state_dict_from_url`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.hub.load_state_dict_from_url.md)] | -| 160 | torch.xlogy | - | ``torch.special.xlogy`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.special.xlogy.md)] | +| 146 | torch.sinc | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | ``torch.special.sinc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.sinc.md)] | +| 147 | torch.subtract | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.sub`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sub.md)] | +| 148 | torch.tanh | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | ``torch.nn.functional.tanh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanh.md)] | +| 149 | torch.threshold | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | ``torch.nn.functional.threshold`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.threshold.md)] | +| 150 | torch.threshold_ | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | ``torch.nn.functional.threshold_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.threshold_.md)] | +| 151 | torch.trapz | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | ``torch.trapezoid`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trapezoid.md)] | +| 152 | torch.utils.data.DistributedSampler | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | ``torch.utils.data.distributed.DistributedSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.distributed.DistributedSampler.md)] | +| 153 | torch.utils.data._utils.collate.default_collate | paddle.io.dataloader.collate.default_collate_fn | ``torch.utils.data.default_collate`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.utils.data.default_collate.md)] | +| 154 | torch.utils.data.dataloader.DataLoader | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | ``torch.utils.data.DataLoader`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.DataLoader.md)] | +| 155 | torch.utils.data.sampler.BatchSampler | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | ``torch.utils.data.BatchSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.utils.data.BatchSampler.md)] | +| 156 | torch.utils.data.sampler.RandomSampler | [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler) | ``torch.utils.data.RandomSampler`` 别名, [-] | +| 157 | torch.utils.data.sampler.SubsetRandomSampler | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | ``torch.utils.data.SubsetRandomSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.SubsetRandomSampler.md)] | +| 158 | torch.utils.data.sampler.WeightedRandomSampler | [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler) | ``torch.utils.data.WeightedRandomSampler`` 别名, [-] | +| 159 | torch.utils.model_zoo.load_url | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | ``torch.hub.load_state_dict_from_url`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load_state_dict_from_url.md)] | +| 160 | torch.xlogy | - | ``torch.special.xlogy`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlogy.md)] | | 161 | torchvision.models.inception.Inception3 | - | ``torchvision.models.Inception3`` 别名, [-] | -| 162 | transformers.generation.logits_process.LogitsProcessorList | [paddlenlp.generation.LogitsProcessorList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/bloom/processor.py#L24) | ``transformers.generation.LogitsProcessorList`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.generation.LogitsProcessorList.md)] | -| 163 | transformers.modeling_utils.PreTrainedModel | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | ``transformers.PreTrainedModel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.PreTrainedModel.md)] | -| 164 | transformers.utils.logging.get_logger | - | ``transformers.logging.get_logger`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/transformers/transformers.logging.get_logger.md)] | +| 162 | transformers.generation.logits_process.LogitsProcessorList | [paddlenlp.generation.LogitsProcessorList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/bloom/processor.py#L24) | ``transformers.generation.LogitsProcessorList`` 别名, [-] | +| 163 | transformers.modeling_utils.PreTrainedModel | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | ``transformers.PreTrainedModel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.md)] | +| 164 | transformers.utils.logging.get_logger | - | ``transformers.logging.get_logger`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.md)] | ### 13. 功能缺失 **分类简介** diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py b/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py index 3f6d9b793a5..4d91948f433 100644 --- a/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py +++ b/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py @@ -124,7 +124,7 @@ def get_mapping_doc_url(torch_api, base_dir): # 定义两个可能的文档目录路径 api_difference_dirs = [ os.path.join(base_dir, "api_difference"), - os.path.join(base_dir, "api_difference_third_party"), + # os.path.join(base_dir, "api_difference_third_party"), ] # 将torch_api中的特殊字符转换为下划线,并添加.md后缀,构成文件名 diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference.py b/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference.py index af2fcf112a9..e77afccacd3 100644 --- a/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference.py +++ b/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference.py @@ -19,7 +19,7 @@ def parse_toc(lines): for i, line in enumerate(lines): line = line.strip() - if line == "## API 映射表目录": + if line == "## API 映射分类": in_toc = True continue @@ -62,7 +62,7 @@ def parse_categories(lines): line = line.strip() # 检测类别标题 (## X. 类别名称) - category_match = re.match(r"^## (\d+)\. (.+)$", line) + category_match = re.match(r"^### (\d+)\. (.+)$", line) if category_match: # 保存前一个类别和表格 if current_category is not None: From 086f6a53f65583828a609b24e51b662cdd33607a Mon Sep 17 00:00:00 2001 From: hd9568 <2358440725@qq.com> Date: Thu, 25 Sep 2025 05:32:58 +0000 Subject: [PATCH 2/5] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E5=A4=87=E6=B3=A8?= =?UTF-8?q?=E5=88=97=E7=9A=84=E8=B6=85=E9=93=BE=E6=8E=A5(md=20->=20html)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...llel.initialize.get_model_parallel_rank.md | 15 + ...nitialize.get_model_parallel_world_size.md | 14 + .../flash_attn.__version__.split.md | 21 + .../torch.Tenosr.dtype.md | 15 + .../torch.Tensor.T__upper.md | 15 + .../torch.Tensor.abs.md | 15 + .../torch.Tensor.abs_.md | 15 + .../torch.Tensor.acos.md | 15 + .../torch.Tensor.acos_.md | 15 + .../torch.Tensor.acosh.md | 15 + .../torch.Tensor.acosh_.md | 15 + .../torch.Tensor.angle.md | 15 + .../torch.Tensor.apply_.md | 21 + .../torch.Tensor.asin.md | 15 + .../torch.Tensor.asin_.md | 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docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.utils.add_start_docstrings_to_model_forward.md diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md new file mode 100644 index 00000000000..b982129fcae --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md @@ -0,0 +1,15 @@ +## [无参数]fairscale.nn.model_parallel.initialize.get_model_parallel_rank + +### [fairscale.nn.model_parallel.initialize.get_model_parallel_rank](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L155) + +```python +fairscale.nn.model_parallel.initialize.get_model_parallel_rank() +``` + +### [paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP.get_model_parallel_rank](https://github.com/PaddlePaddle/Paddle/blob/ddac1b431483ddc0f1ee600e799aa31fc0a75961/python/paddle/distributed/fleet/base/topology.py#L463) + +```python +paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP.get_model_parallel_rank() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md new file mode 100644 index 00000000000..54eed9f239c --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md @@ -0,0 +1,14 @@ +## [无参数]fairscale.nn.model_parallel.initialize.get_model_parallel_world_size + +### [fairscale.nn.model_parallel.initialize.get_model_parallel_world_size](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L150) + +```python +fairscale.nn.model_parallel.initialize.get_model_parallel_world_size() +``` + +### [paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP._mp_degree](https://github.com/PaddlePaddle/Paddle/blob/ddac1b431483ddc0f1ee600e799aa31fc0a75961/python/paddle/distributed/fleet/base/topology.py#L185) + +```python +paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP._mp_degree +``` +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/flash_attn.__version__.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/flash_attn.__version__.split.md new file mode 100644 index 00000000000..a6b9feee8f1 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/flash_attn.__version__.split.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] flash_attn._\_version__.split + +### [flash_attn._\_version__.split](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/__init__.py) + +```python +flash_attn.__version__.split(sep=None, maxsplit=-1) +``` + +### [paddle._\_version__.split](https://github.com/PaddlePaddle/Paddle/tree/develop) + +```python +paddle.__version__.split(sep=None, maxsplit=-1) +``` + +两者功能一致,参数完全一致,具体如下: +### 参数映射 + +| flash_attn | PaddlePaddle | 备注 | +|---------|--------------| -------------------------------------------------- | +| sep | sep | 分割字符串的分隔符。 | +| max | max | 分割操作的最大次数 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tenosr.dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tenosr.dtype.md new file mode 100644 index 00000000000..d916f6f95fb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tenosr.dtype.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.dtype + +### [torch.Tensor.dtype](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch-tensor-type) + +```python +torch.Tensor.dtype +``` + +### [paddle.Tensor.dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dtype) + +```python +paddle.Tensor.dtype +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.T__upper.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.T__upper.md new file mode 100644 index 00000000000..425070aa60d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.T__upper.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.T + +### [torch.Tensor.T](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.T) + +```python +torch.Tensor.T +``` + +### [paddle.Tensor.T](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) + +```python +paddle.Tensor.T +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.abs.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.abs.md new file mode 100644 index 00000000000..2f741a1c093 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.abs.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.abs + +### [torch.Tensor.abs](https://pytorch.org/docs/stable/generated/torch.Tensor.abs.html#torch.Tensor.abs) + +```python +torch.Tensor.abs() +``` + +### [paddle.Tensor.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#abs-name-none) + +```python +paddle.Tensor.abs() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.abs_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.abs_.md new file mode 100644 index 00000000000..1b1612d6950 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.abs_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.abs_ + +### [torch.Tensor.abs_](https://pytorch.org/docs/stable/generated/torch.Tensor.abs_.html) + +```python +torch.Tensor.abs_() +``` + +### [paddle.Tensor.abs_]() + +```python +paddle.Tensor.abs_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acos.md new file mode 100644 index 00000000000..9183c98ff4f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acos.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.acos + +### [torch.Tensor.acos](https://pytorch.org/docs/stable/generated/torch.Tensor.acos.html) + +```python +torch.Tensor.acos() +``` + +### [paddle.Tensor.acos]() + +```python +paddle.Tensor.acos() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acos_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acos_.md new file mode 100644 index 00000000000..2ee47a6cd4d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acos_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.acos_ + +### [torch.Tensor.acos_](https://pytorch.org/docs/stable/generated/torch.Tensor.acos_.html) + +```python +torch.Tensor.acos_() +``` + +### [paddle.Tensor.acos_]() + +```python +paddle.Tensor.acos_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acosh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acosh.md new file mode 100644 index 00000000000..baf87967dcd --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acosh.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.acosh + +### [torch.Tensor.acosh](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh.html?highlight=acosh#torch.Tensor.acosh) + +```python +torch.Tensor.acosh() +``` + +### [paddle.Tensor.acosh]() + +```python +paddle.Tensor.acosh(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acosh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acosh_.md new file mode 100644 index 00000000000..d9b7acc4078 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.acosh_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.acosh_ + +### [torch.Tensor.acosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh_.html) + +```python +torch.Tensor.acosh_() +``` + +### [paddle.Tensor.acosh_]() + +```python +paddle.Tensor.acosh_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.angle.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.angle.md new file mode 100644 index 00000000000..cdf56c127f3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.angle.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.angle + +### [torch.Tensor.angle](https://pytorch.org/docs/stable/generated/torch.Tensor.angle.html) + +```python +torch.Tensor.angle() +``` + +### [paddle.Tensor.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#angle-name-none) + +```python +paddle.Tensor.angle(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.apply_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.apply_.md new file mode 100644 index 00000000000..204bf4266c2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.apply_.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.apply_ +### [torch.Tensor.apply_](https://pytorch.org/docs/stable/generated/torch.Tensor.apply_.html) + +```python +torch.Tensor.apply_(callable) +``` + +### [paddle.Tensor.apply_]() + +```python +paddle.Tensor.apply_(callable) +``` + + +两者功能不同,pytorch 只支持 Inplace 操作,且只对 CPU tensor 才能使用。Paddle 版本可以在 GPU 下运行同时也有 outplace 版本。两者参数一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|----------|--------------|-----------| +| callable | callable | 一个被调用的函数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asin.md new file mode 100644 index 00000000000..20c6a94936b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asin.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.asin + +### [torch.Tensor.asin](https://pytorch.org/docs/stable/generated/torch.Tensor.asin.html) + +```python +torch.Tensor.asin() +``` + +### [paddle.Tensor.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#asin-name-none) + +```python +paddle.Tensor.asin(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asin_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asin_.md new file mode 100644 index 00000000000..7ed8422423e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asin_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.asin_ + +### [torch.Tensor.asin_](https://pytorch.org/docs/stable/generated/torch.Tensor.asin_.html) + +```python +torch.Tensor.asin_() +``` + +### [paddle.Tensor.asin_]() + +```python +paddle.Tensor.asin_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asinh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asinh.md new file mode 100644 index 00000000000..f8c9859ff6a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asinh.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.asinh + +### [torch.Tensor.asinh](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh) + +```python +torch.Tensor.asinh() +``` + +### [paddle.Tensor.asinh]() + +```python +paddle.Tensor.asinh() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asinh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asinh_.md new file mode 100644 index 00000000000..ebba6f478c5 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.asinh_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.asinh_ + +### [torch.Tensor.asinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh_) + +```python +torch.Tensor.asinh_() +``` + +### [paddle.Tensor.asinh_]() + +```python +paddle.Tensor.asinh_() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atan.md new file mode 100644 index 00000000000..d39ae73f879 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atan.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.atan + +### [torch.Tensor.atan](https://pytorch.org/docs/stable/generated/torch.Tensor.atan.html) + +```python +torch.Tensor.atan() +``` + +### [paddle.Tensor.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#atan-name-none) + +```python +paddle.Tensor.atan(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atan_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atan_.md new file mode 100644 index 00000000000..1e873f7afa1 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atan_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.atan_ + +### [torch.Tensor.atan_](https://pytorch.org/docs/stable/generated/torch.Tensor.atan_.html) + +```python +torch.Tensor.atan_() +``` + +### [paddle.Tensor.atan_]() + +```python +paddle.Tensor.atan_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atanh.md new file mode 100644 index 00000000000..5489807bbc2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atanh.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.atanh + +### [torch.Tensor.atanh](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh.html#torch.Tensor.atanh) + +```python +torch.Tensor.atanh() +``` + +### [paddle.Tensor.atanh]() + +```python +paddle.Tensor.atanh() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atanh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atanh_.md new file mode 100644 index 00000000000..8e7f20a39ee --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.atanh_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.atanh_ + +### [torch.Tensor.atanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh_.html#torch.Tensor.atanh_) + +```python +torch.Tensor.atanh_() +``` + +### [paddle.Tensor.atanh_]() + +```python +paddle.Tensor.atanh_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.bincount.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.bincount.md new file mode 100644 index 00000000000..9dea4341dbf --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.bincount.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ]torch.Tensor.bincount + +### [torch.Tensor.bincount](https://pytorch.org/docs/stable/generated/torch.Tensor.bincount.html) + +```python +torch.Tensor.bincount(weights=None, minlength=0) +``` + +### [paddle.Tensor.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#bincount-weights-none-minlength-0) + +```python +paddle.Tensor.bincount(weights=None, minlength=0) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| --------- | ------------ | -- | +| weights | weights | 输入 Tensor 中每个元素的权重。 | +| minlength | minlength | 输出 Tensor 的最小长度。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.bitwise_not.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.bitwise_not.md new file mode 100644 index 00000000000..fc3f4b62ec3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.bitwise_not.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.bitwise_not + +### [torch.Tensor.bitwise_not](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not.html) + +```python +torch.Tensor.bitwise_not() +``` + +### [paddle.Tensor.bitwise_not]() + +```python +paddle.Tensor.bitwise_not() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.bitwise_not_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.bitwise_not_.md new file mode 100644 index 00000000000..9f584e77d3d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.bitwise_not_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.bitwise_not_ + +### [torch.Tensor.bitwise_not_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not_.html) + +```python +torch.Tensor.bitwise_not_() +``` + +### [paddle.Tensor.bitwise_not_]() + +```python +paddle.Tensor.bitwise_not_() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ceil.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ceil.md new file mode 100644 index 00000000000..a339165042b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ceil.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.ceil + +### [torch.Tensor.ceil](https://pytorch.org/docs/stable/generated/torch.Tensor.ceil.html) + +```python +torch.Tensor.ceil() +``` + +### [paddle.Tensor.ceil](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ceil-name-none) + +```python +paddle.Tensor.ceil(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ceil_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ceil_.md new file mode 100644 index 00000000000..5a4f8382bee --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ceil_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.ceil_ + +### [torch.Tensor.ceil\_](https://pytorch.org/docs/stable/generated/torch.Tensor.ceil_.html) + +```python +torch.Tensor.ceil_() +``` + +### [paddle.Tensor.ceil\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id7) + +```python +paddle.Tensor.ceil_(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cholesky.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cholesky.md new file mode 100644 index 00000000000..bc8687baebd --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cholesky.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.cholesky + +### [torch.Tensor.cholesky](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky.html) + +```python +torch.Tensor.cholesky(upper=False) +``` + +### [paddle.Tensor.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cholesky-upper-false-name-none) + +```python +paddle.Tensor.cholesky(upper=False, name=None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -- | +| upper | upper | 指示是否返回上三角矩阵或下三角矩阵。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cholesky_inverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cholesky_inverse.md new file mode 100644 index 00000000000..9e5b4b4437d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cholesky_inverse.md @@ -0,0 +1,20 @@ +## [ 参数完全一致 ]torch.Tensor.cholesky_inverse + +### [torch.Tensor.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html#torch.cholesky_inverse) +```python +torch.Tensor.cholesky_inverse(upper=False) +``` + +### [paddle.Tensor.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) + +```python +paddle.Tensor.cholesky_inverse(upper=False, name=None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -- | +| upper | upper | 指示是否返回上三角矩阵或下三角矩阵。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clamp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clamp.md new file mode 100644 index 00000000000..4208b04e294 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clamp.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.Tensor.clamp + +### [torch.Tensor.clamp](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp.html?highlight=clamp#torch.Tensor.clamp) + +```python +torch.Tensor.clamp(min=None, max=None) +``` + +### [paddle.Tensor.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clip-min-none-max-none-name-none) + +```python +paddle.Tensor.clip(min=None, max=None, name=None) +``` + +两者功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------| -------------------------------------------------- | +| min | min | 裁剪的最小值,输入中小于该值的元素将由该元素代替。 | +| max | max | 裁剪的最大值,输入中大于该值的元素将由该元素代替。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clamp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clamp_.md new file mode 100644 index 00000000000..aa17b4657b5 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clamp_.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.Tensor.clamp_ + +### [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_) + +```python +torch.Tensor.clamp_(min=None, max=None) +``` + +### [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) + +```python +paddle.Tensor.clip_(min=None, max=None, name=None) +``` + +两者功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------|---------------------------| +| min | min | 裁剪的最小值,输入中小于该值的元素将由该元素代替。 | +| max | max | 裁剪的最大值,输入中大于该值的元素将由该元素代替。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clip.md new file mode 100644 index 00000000000..d4d5dd45fbd --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clip.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.Tensor.clip + +### [torch.Tensor.clip](https://pytorch.org/docs/stable/generated/torch.Tensor.clip.html?highlight=clip#torch.Tensor.clip) + +```python +torch.Tensor.clip(min=None, max=None) +``` + +### [paddle.Tensor.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clip-min-none-max-none-name-none) + +```python +paddle.Tensor.clip(min=None, max=None, name=None) +``` + +两者功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------| -------------------------------------------------- | +| min | min | 裁剪的最小值,输入中小于该值的元素将由该元素代替。 | +| max | max | 裁剪的最大值,输入中大于该值的元素将由该元素代替。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clip_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clip_.md new file mode 100644 index 00000000000..3ccde9df1e8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clip_.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.Tensor.clip_ + +### [torch.Tensor.clip_](https://pytorch.org/docs/stable/generated/torch.Tensor.clip_.html?highlight=clip_#torch.Tensor.clip_) + +```python +torch.Tensor.clip_(min=None, max=None) +``` + +### [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) + +```python +paddle.Tensor.clip_(min=None, max=None, name=None) +``` + +两者功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------|---------------------------| +| min | min | 裁剪的最小值,输入中小于该值的元素将由该元素代替。 | +| max | max | 裁剪的最大值,输入中大于该值的元素将由该元素代替。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.coalesce.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.coalesce.md new file mode 100644 index 00000000000..28c6e9fc8d4 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.coalesce.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.coalesce + +### [torch.Tensor.coalesce](https://pytorch.org/docs/stable/generated/torch.Tensor.coalesce.html#torch-tensor-coalesce) + +```python +torch.Tensor.coalesce() +``` + +### [paddle.Tensor.coalesce](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/coalesce_en.html) + +```python +paddle.Tensor.coalesce(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.col_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.col_indices.md new file mode 100644 index 00000000000..d6f2ecf7398 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.col_indices.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.col_indices + +### [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) + +```python +torch.Tensor.col_indices() +``` + +### [paddle.Tensor.cols]() + +```python +paddle.Tensor.cols() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.conj.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.conj.md new file mode 100644 index 00000000000..d65a19fb1db --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.conj.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.conj + +### [torch.Tensor.conj](https://pytorch.org/docs/stable/generated/torch.Tensor.conj.html?highlight=conj#torch.Tensor.conj) + +```python +torch.Tensor.conj() +``` + +### [paddle.Tensor.conj](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#conj-name-none) + +```python +paddle.Tensor.conj(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.conj_physical.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.conj_physical.md new file mode 100644 index 00000000000..cdb7ccea165 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.conj_physical.md @@ -0,0 +1,14 @@ +## [无参数]torch.Tensor.conj_physical +### [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) + +```python +torch.Tensor.conj_physical() +``` + +### [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) + +```python +paddle.Tensor.conj(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cos.md new file mode 100644 index 00000000000..7fa2ad9d0e7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cos.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.cos + +### [torch.Tensor.cos](https://pytorch.org/docs/stable/generated/torch.Tensor.cos.html?highlight=cos#torch.Tensor.cos) + +```python +torch.Tensor.cos() +``` + +### [paddle.Tensor.cos](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#cos-name-none) + +```python +paddle.Tensor.cos(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cos_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cos_.md new file mode 100644 index 00000000000..de11597e90f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cos_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.cos_ + +### [torch.Tensor.cos_](https://pytorch.org/docs/stable/generated/torch.Tensor.cos_.html) + +```python +torch.Tensor.cos_() +``` + +### [paddle.Tensor.cos_]() + +```python +paddle.Tensor.cos_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cosh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cosh.md new file mode 100644 index 00000000000..ba796782f6f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cosh.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.cosh + +### [torch.Tensor.cosh](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh.html?highlight=cosh#torch.Tensor.cosh) + +```python +torch.Tensor.cosh() +``` + +### [paddle.Tensor.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cosh-name-none) + +```python +paddle.Tensor.cosh(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cosh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cosh_.md new file mode 100644 index 00000000000..379f2cd21de --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cosh_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.cosh_ + +### [torch.Tensor.cosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh_.html) + +```python +torch.Tensor.cosh_() +``` + +### [paddle.Tensor.cosh_]() + +```python +paddle.Tensor.cosh_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.crow_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.crow_indices.md new file mode 100644 index 00000000000..83f29326b54 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.crow_indices.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.crow_indices + +### [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) + +```python +torch.Tensor.crow_indices() +``` + +### [paddle.Tensor.crows]() + +```python +paddle.Tensor.crows() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cumprod.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cumprod.md new file mode 100644 index 00000000000..099c3c8b559 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cumprod.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ]torch.Tensor.cumprod + +### [torch.Tensor.cumprod](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod.html?highlight=cumprod#torch.Tensor.cumprod) + +```python +torch.Tensor.cumprod(dim, dtype=None) +``` + +### [paddle.Tensor.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) + +```python +paddle.Tensor.cumprod(dim=None, dtype=None, name=None) +``` + +两者功能一致且参数用法一致, 具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -------------------------------------------------------------------------------------------------------------------- | +| dim | dim | 指明需要累乘的维度。 | +| dtype | dtype | 返回张量所需的数据类型。dtype 如果指定,则在执行操作之前将输入张量转换为指定的 dtype,这对于防止数据类型溢出很有用。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cumprod_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cumprod_.md new file mode 100644 index 00000000000..59a6d5a500e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.cumprod_.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ]torch.Tensor.cumprod_ + +### [torch.Tensor.cumprod_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod_.html) + +```python +torch.Tensor.cumprod_(dim, *, dtype=None) +``` + +### [paddle.Tensor.cumprod_]() + +```python +paddle.Tensor.cumprod_(dim=None, dtype=None) +``` + +两者功能一致且参数用法一致, 具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -------------------------------------------------------------------------------------------------------------------- | +| dim | dim | 指明需要累乘的维度。 | +| dtype | dtype | 返回张量所需的数据类型。dtype 如果指定,则在执行操作之前将输入张量转换为指定的 dtype,这对于防止数据类型溢出很有用。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.data.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.data.md new file mode 100644 index 00000000000..e3ff3be0ffa --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.data.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.data + +### [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch-tensor) + +```python +torch.Tensor.data +``` + +### [paddle.Tensor.data](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#data) + +```python +paddle.Tensor.data +``` + +两者功能基本一致,有细微差异:torch 返回 Tensor 的 requres_grad 属性始终为 False,而 paddle 返回的 Tensor 的 stop_gradient 属性与之前一致。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.data_ptr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.data_ptr.md new file mode 100644 index 00000000000..41909acfb0f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.data_ptr.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.data_ptr + +### [torch.Tensor.data_ptr](https://pytorch.org/docs/stable/generated/torch.Tensor.data_ptr.html) + +```python +torch.Tensor.data_ptr() +``` + +### [paddle.Tensor.data_ptr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) + +```python +paddle.Tensor.data_ptr() +``` + +两者功能一致。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.deg2rad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.deg2rad.md new file mode 100644 index 00000000000..9eeb45e7625 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.deg2rad.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.deg2rad + +### [torch.Tensor.deg2rad](https://pytorch.org/docs/stable/generated/torch.Tensor.deg2rad.html?highlight=deg2rad#torch.Tensor.deg2rad) + +```python +torch.Tensor.deg2rad() +``` + +### [paddle.Tensor.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#deg2rad-x-name-none) + +```python +paddle.Tensor.deg2rad(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.dense_dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.dense_dim.md new file mode 100644 index 00000000000..d7553a92039 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.dense_dim.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.dense_dim + +### [torch.Tensor.dense_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.dense_dim.html#torch.Tensor.dense_dim) + +```python +torch.Tensor.dense_dim() +``` + +### [paddle.Tensor.dense_dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) + +```python +paddle.Tensor.dense_dim() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.det.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.det.md new file mode 100644 index 00000000000..ce148d5c6b2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.det.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.det + +### [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det) + +```python +torch.Tensor.det() +``` + +### [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) + +```python +paddle.linalg.det(x, name=None) +``` + +Pytorch 为 Tensor 类方法,PaddlePaddle 为普通函数,将调用 torch.Tensor 类方法的 self Tensor 传入到 Paddle 接口中即可。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.detach.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.detach.md new file mode 100644 index 00000000000..ed4eb65bd99 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.detach.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.detach + +### [torch.Tensor.detach](https://pytorch.org/docs/stable/generated/torch.Tensor.detach.html?highlight=detach#torch.Tensor.detach) + +```python +torch.Tensor.detach() +``` + +### [paddle.Tensor.detach](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#detach) + +```python +paddle.Tensor.detach() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.detach_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.detach_.md new file mode 100644 index 00000000000..b617fd4b4fb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.detach_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.detach_ + +### [torch.Tensor.detach_](https://pytorch.org/docs/stable/generated/torch.Tensor.detach_.html) + +```python +torch.Tensor.detach_() +``` + +### [paddle.Tensor.detach_]() + +```python +paddle.Tensor.detach_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.device.md new file mode 100644 index 00000000000..9871c685288 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.device.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.device + +### [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html) + +```python +torch.Tensor.device +``` + +### [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place) + +```python +paddle.Tensor.place +``` + +两者功能一致,均无参数,都用来查看一个 Tensor 的设备位置。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.diag_embed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.diag_embed.md new file mode 100644 index 00000000000..7c40903ce44 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.diag_embed.md @@ -0,0 +1,23 @@ +## [ 参数完全一致 ]torch.Tensor.diag_embed + +### [torch.Tensor.diag\_embed](https://pytorch.org/docs/stable/generated/torch.Tensor.diag_embed.html) + +```python +torch.Tensor.diag_embed(offset=0, dim1=-2, dim2=-1) +``` + +### [paddle.Tensor.diag\_embed]() + +```python +paddle.Tensor.diag_embed(offset=0, dim1=-2, dim2=-1, name=None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -- | +| offset | offset | 从指定的二维平面中获取对角线的位置。 | +| dim1 | dim1 | 填充对角线的二维平面的第一维。 | +| dim2 | dim2 | 填充对角线的二维平面的第二维。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.diagflat.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.diagflat.md new file mode 100644 index 00000000000..0ccfed7b68f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.diagflat.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.diagflat + +### [torch.Tensor.diagflat](https://pytorch.org/docs/stable/generated/torch.Tensor.diagflat.html?highlight=diagflat#torch.Tensor.diagflat) + +```python +torch.Tensor.diagflat(offset=0) +``` + +### [paddle.Tensor.diagflat]() + +```python +paddle.Tensor.diagflat(offset=0, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ------------------------------------------------------------------ | +| offset | offset | 对角线偏移量。正值表示上对角线,0 表示主对角线,负值表示下对角线。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.digamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.digamma.md new file mode 100644 index 00000000000..d513320178a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.digamma.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.digamma + +### [torch.Tensor.digamma](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma.html?highlight=digamma#torch.Tensor.digamma) + +```python +torch.Tensor.digamma() +``` + +### [paddle.Tensor.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#digamma-name-none) + +```python +paddle.Tensor.digamma(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.digamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.digamma_.md new file mode 100644 index 00000000000..1083b86f574 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.digamma_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.digamma_ + +### [torch.Tensor.digamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma_.html) + +```python +torch.Tensor.digamma_() +``` + +### [paddle.Tensor.digamma_]() + +```python +paddle.Tensor.digamma_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.dim.md new file mode 100644 index 00000000000..6a6be99f557 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.dim.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.dim + +### [torch.Tensor.dim](https://pytorch.org/docs/stable/generated/torch.Tensor.dim.html?highlight=dim#torch.Tensor.dim) + +```python +torch.Tensor.dim() +``` + +### [paddle.Tensor.dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dim) + +```python +paddle.Tensor.dim() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.element_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.element_size.md new file mode 100644 index 00000000000..aecc7d2e0da --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.element_size.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.element_size + +### [torch.Tensor.element_size](https://pytorch.org/docs/stable/generated/torch.Tensor.element_size.html?highlight=element_size#torch.Tensor.element_size) + +```python +torch.Tensor.element_size() +``` + +### [paddle.Tensor.element_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#element-size) + +```python +paddle.Tensor.element_size() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erf.md new file mode 100644 index 00000000000..8ba9293846b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erf.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.erf + +### [torch.Tensor.erf](https://pytorch.org/docs/stable/generated/torch.Tensor.erf.html?highlight=erf#torch.Tensor.erf) + +```python +torch.Tensor.erf() +``` + +### [paddle.Tensor.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#erf-name-none) + +```python +paddle.Tensor.erf(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erf_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erf_.md new file mode 100644 index 00000000000..de29125dcf8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erf_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.erf_ + +### [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) + +```python +torch.Tensor.erf_() +``` + +### [paddle.erf_]() + +```python +paddle.erf_(x) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erfinv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erfinv.md new file mode 100644 index 00000000000..69e0709bbe3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erfinv.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.erfinv + +### [torch.Tensor.erfinv](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv.html?highlight=erfinv#torch.Tensor.erfinv) + +```python +torch.Tensor.erfinv() +``` + +### [paddle.Tensor.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#erfinv-x-name-none) + +```python +paddle.Tensor.erfinv(name=None) +``` + +两者功能一致. diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erfinv_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erfinv_.md new file mode 100644 index 00000000000..d74fb066f95 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erfinv_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.erfinv\_ + +### [torch.Tensor.erfinv\_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv_.html?highlight=erfinv_#torch.Tensor.erfinv_) + +```python +torch.Tensor.erfinv_() +``` + +### [paddle.Tensor.erfinv\_]() + +```python +paddle.Tensor.erfinv_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.exp.md new file mode 100644 index 00000000000..f467acc6c86 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.exp.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.exp + +### [torch.Tensor.exp](https://pytorch.org/docs/stable/generated/torch.Tensor.exp.html?highlight=exp#torch.Tensor.exp) + +```python +torch.Tensor.exp() +``` + +### [paddle.Tensor.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exp-name-none) + +```python +paddle.Tensor.exp(name=None) +``` + +两者功能一致。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.exp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.exp_.md new file mode 100644 index 00000000000..ead52ba998b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.exp_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.exp\_ + +### [torch.Tensor.exp\_](https://pytorch.org/docs/stable/generated/torch.Tensor.exp_.html?highlight=exp_#torch.Tensor.exp_) + +```python +torch.Tensor.exp_() +``` + +### [paddle.Tensor.exp\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id7) + +```python +paddle.Tensor.exp_(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.expm1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.expm1.md new file mode 100644 index 00000000000..23366f17fa7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.expm1.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.expm1 + +### [torch.Tensor.expm1](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1.html#torch.Tensor.expm1) + +```python +torch.Tensor.expm1() +``` + +### [paddle.Tensor.expm1]() + +```python +paddle.Tensor.expm1(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.expm1_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.expm1_.md new file mode 100644 index 00000000000..616322be50e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.expm1_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.expm1_ + +### [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) + +```python +torch.Tensor.expm1_() +``` + +### [paddle.expm1_]() + +```python +paddle.expm1_(x) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fill_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fill_.md new file mode 100644 index 00000000000..6cad52624cc --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fill_.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.fill\_ + +### [torch.Tensor.fill\_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_.html?highlight=fill_#torch.Tensor.fill_) + +```python +torch.Tensor.fill_(value) +``` + +### [paddle.Tensor.fill\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-x-value-name-none) + +```python +paddle.Tensor.fill_(value, name=None) +``` + +两者功能一致且参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ----------------------------------- | +| value | value | 输入 value 值修改原始 Tensor 元素。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix.md new file mode 100644 index 00000000000..033c587481a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.fix + +### [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix) + +```python +torch.Tensor.fix() +``` + +### [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) + +```python +paddle.Tensor.trunc(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix_.md new file mode 100644 index 00000000000..7ff2c4fff9a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.fix_ + +### [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) + +```python +torch.Tensor.fix_() +``` + +### [paddle.Tensor.trunc_]() + +```python +paddle.Tensor.trunc_() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.floor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.floor.md new file mode 100644 index 00000000000..7a21c5a6cd6 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.floor.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.floor + +### [torch.Tensor.floor](https://pytorch.org/docs/stable/generated/torch.Tensor.floor.html?highlight=floor#torch.Tensor.floor) + +```python +torch.Tensor.floor() +``` + +### [paddle.Tensor.floor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_cn.html#floor) + +```python +paddle.Tensor.floor(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.floor_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.floor_.md new file mode 100644 index 00000000000..aaf8f0d32d7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.floor_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.floor\_ + +### [torch.Tensor.floor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_.html?highlight=floor_#torch.Tensor.floor_) + +```python +torch.Tensor.floor_() +``` + +### [paddle.Tensor.floor\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id10) + +```python +paddle.Tensor.floor_(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.frac.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.frac.md new file mode 100644 index 00000000000..6f06b20a9ad --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.frac.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.frac + +### [torch.Tensor.frac](https://pytorch.org/docs/stable/generated/torch.Tensor.frac.html?highlight=frac#torch.Tensor.frac) + +```python +torch.Tensor.frac() +``` + +### [paddle.Tensor.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#frac-name-none) + +```python +paddle.Tensor.frac(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.frac_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.frac_.md new file mode 100644 index 00000000000..600a8458bfa --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.frac_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.frac_ + +### [torch.Tensor.frac_](https://pytorch.org/docs/stable/generated/torch.Tensor.frac_.html) + +```python +torch.Tensor.frac_() +``` + +### [paddle.Tensor.frac_]() + +```python +paddle.Tensor.frac_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.frexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.frexp.md new file mode 100644 index 00000000000..50b323dffde --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.frexp.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.frexp + +### [torch.Tensor.frexp](https://pytorch.org/docs/stable/generated/torch.Tensor.frexp.html#torch-tensor-frexp) + +```python +torch.Tensor.frexp() +``` + +### [paddle.Tensor.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#frexp-x) + +```python +paddle.Tensor.frexp() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.get_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.get_device.md new file mode 100644 index 00000000000..9c72b9ebaaf --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.get_device.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.get_device + +### [torch.Tensor.get_device](https://pytorch.org/docs/stable/generated/torch.Tensor.get_device.html?highlight=torch+tensor+get_device#torch.Tensor.get_device) + +```python +torch.Tensor.get_device() +``` + +### [paddle.Tensor.place.gpu_device_id]() + +```python +paddle.Tensor.place.gpu_device_id() +``` + +两者功能一致且无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.grad.md new file mode 100644 index 00000000000..133e0b3c6ff --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.grad.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.grad + +### [torch.Tensor.grad](https://pytorch.org/docs/stable/generated/torch.Tensor.grad.html) + +```python +torch.Tensor.grad +``` + +### [paddle.Tensor.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#grad) + +```python +paddle.Tensor.grad +``` + +两者功能一致,均无参数,都用来查看一个 Tensor 的梯度。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.i0.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.i0.md new file mode 100644 index 00000000000..0f9b8498da4 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.i0.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.i0 + +### [torch.Tensor.i0](https://pytorch.org/docs/stable/generated/torch.Tensor.i0.html?highlight=i0#torch.Tensor.i0) + +```python +torch.Tensor.i0() +``` + +### [paddle.Tensor.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#i0-x-name-none) + +```python +paddle.Tensor.i0(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.i0_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.i0_.md new file mode 100644 index 00000000000..7168687d454 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.i0_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.i0_ + +### [torch.Tensor.i0_](https://pytorch.org/docs/stable/generated/torch.Tensor.i0_.html) + +```python +torch.Tensor.i0_() +``` + +### [paddle.Tensor.i0_]() + +```python +paddle.Tensor.i0_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.imag.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.imag.md new file mode 100644 index 00000000000..abf201782f3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.imag.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.imag + +### [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html) + +```python +torch.Tensor.imag +``` + +### [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-name-none) + +```python +paddle.Tensor.imag +``` + +两者功能一致,均无参数,用于返回原复数 Tensor 的虚部数值。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.indices.md new file mode 100644 index 00000000000..c7ae898022f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.indices.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.indices + +### [torch.Tensor.indices](https://pytorch.org/docs/stable/generated/torch.Tensor.indices.html#torch.Tensor.indices) + +```python +torch.Tensor.indices() +``` + +### [paddle.Tensor.indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/Overview_cn.html) + +```python +paddle.Tensor.indices() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.inverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.inverse.md new file mode 100644 index 00000000000..95d6a0a6b49 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.inverse.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.inverse + +### [torch.Tensor.inverse](https://pytorch.org/docs/stable/generated/torch.Tensor.inverse.html) + +```python +torch.Tensor.inverse() +``` + +### [paddle.Tensor.inverse]() + +```python +paddle.Tensor.inverse(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_coalesced.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_coalesced.md new file mode 100644 index 00000000000..48323da5863 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_coalesced.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.is_coalesced + +### [torch.Tensor.is_coalesced](https://pytorch.org/docs/stable/generated/torch.Tensor.is_coalesced.html#torch-tensor-is-coalesced) + +```python +torch.Tensor.is_coalesced() +``` + +### [paddle.Tensor.is_coalesced](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-coalesced) + +```python +paddle.Tensor.is_coalesced() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_complex.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_complex.md new file mode 100644 index 00000000000..a33ea65cf5d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_complex.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.is_complex + +### [torch.Tensor.is\_complex](https://pytorch.org/docs/stable/generated/torch.Tensor.is_complex.html) + +```python +torch.Tensor.is_complex() +``` + +### [paddle.Tensor.is\_complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-complex) + +```python +paddle.Tensor.is_complex() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_floating_point.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_floating_point.md new file mode 100644 index 00000000000..20a76f76370 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_floating_point.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.is_floating_point + +### [torch.Tensor.is\_floating\_point](https://pytorch.org/docs/stable/generated/torch.Tensor.is_floating_point.html) + +```python +torch.Tensor.is_floating_point() +``` + +### [paddle.Tensor.is\_floating\_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-floating-point-x) + +```python +paddle.Tensor.is_floating_point() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_inference.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_inference.md new file mode 100644 index 00000000000..8c623fcb0c8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_inference.md @@ -0,0 +1,25 @@ +## [ 无参数 ]torch.Tensor.is_inference + +### [torch.Tensor.is_inference](https://pytorch.org/docs/stable/generated/torch.Tensor.is_inference.html) + +```python +torch.Tensor.is_inference() +``` + +### [paddle.Tensor.stop_gradient]() + +```python +paddle.Tensor.stop_gradient +``` + +两者功能一致,无参数。 `is_inference` 会强制关闭梯度记录。并且不能在中途设置梯度,而 `stop_gradient` 仅为停止计算该算子梯度,可在中途重新设为 `True` ,`Paddle` 为近似实现。 + +### 转写示例 + +```python +# PyTorch 写法 +x.is_inference() + +# Paddle 写法 +x.stop_gradient +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_sparse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_sparse.md new file mode 100644 index 00000000000..1393779c8ea --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_sparse.md @@ -0,0 +1,27 @@ +## [ 无参数 ] torch.Tensor.is_sparse + +### [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html) + +```python +torch.Tensor.is_sparse +``` + +### [paddle.Tensor.is_sparse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) + +```python +paddle.Tensor.is_sparse() +``` + +两者功能一致,但使用方式不一致,前者可以直接访问属性,后者需要调用方法,具体如下: + +### 转写示例 + +```python +# torch 版本可以直接访问属性 +# x = torch.rand(3) +# print(x.is_sparse) + +# Paddle 版本需要调用 +x = paddle.rand([3]) +print(x.is_sparse()) +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_sparse_csr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_sparse_csr.md new file mode 100644 index 00000000000..5d29dc300a3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.is_sparse_csr.md @@ -0,0 +1,25 @@ +## [ 无参数 ] torch.Tensor.is_sparse_csr + +### [torch.Tensor.is_sparse_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) + +```python +torch.Tensor.is_sparse_csr +``` + +### [paddle.Tensor.is_sparse_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) + +```python +paddle.Tensor.is_sparse_csr() +``` + +两者功能一致,但使用方式不一致,前者可以直接访问属性,后者需要调用方法,具体如下: + +### 转写示例 + +```python +# torch 版本可以直接访问属性 +x.is_sparse_csr + +# Paddle 版本需要调用 +x.is_sparse_csr() +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isfinite.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isfinite.md new file mode 100644 index 00000000000..1d07175ed18 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isfinite.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.isfinite + +### [torch.Tensor.isfinite](https://pytorch.org/docs/stable/generated/torch.Tensor.isfinite.html) + +```python +torch.Tensor.isfinite() +``` + +### [paddle.Tensor.isfinite](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isfinite-name-none) + +```python +paddle.Tensor.isfinite(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isinf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isinf.md new file mode 100644 index 00000000000..c5967c7331b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isinf.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.isinf + +### [torch.Tensor.isinf](https://pytorch.org/docs/stable/generated/torch.Tensor.isinf.html) + +```python +torch.Tensor.isinf() +``` + +### [paddle.Tensor.isinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isinf-name-none) + +```python +paddle.Tensor.isinf(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isnan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isnan.md new file mode 100644 index 00000000000..ff1d617b4ea --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isnan.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.isnan + +### [torch.Tensor.isnan](https://pytorch.org/docs/stable/generated/torch.Tensor.isnan.html) + +```python +torch.Tensor.isnan() +``` + +### [paddle.Tensor.isnan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isnan-name-none) + +```python +paddle.Tensor.isnan(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isneginf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isneginf.md new file mode 100644 index 00000000000..0f3efe8bd0e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isneginf.md @@ -0,0 +1,15 @@ +## [无参数]torch.Tensor.isneginf + +### [torch.Tensor.isneginf ](https://pytorch.org/docs/stable/generated/torch.Tensor.isneginf.html#torch.Tensor.isneginf) + +```python +torch.Tensor.isneginf() +``` + +### [paddle.Tensor.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isneginf-name-none) + +```python +paddle.Tensor.isneginf(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isposinf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isposinf.md new file mode 100644 index 00000000000..793396aa479 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isposinf.md @@ -0,0 +1,15 @@ +## [无参数]torch.Tensor.isposinf + +### [torch.Tensor.isposinf](https://pytorch.org/docs/stable/generated/torch.Tensor.isposinf.html#torch.Tensor.isposinf) + +```python +torch.Tensor.isposinf() +``` + +### [paddle.Tensor.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isposinf-name-none) + +```python +paddle.Tensor.isposinf(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isreal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isreal.md new file mode 100644 index 00000000000..56acab5626e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.isreal.md @@ -0,0 +1,15 @@ +## [无参数]torch.Tensor.isreal + +### [torch.Tensor.isreal](https://pytorch.org/docs/stable/generated/torch.Tensor.isreal.html#torch.Tensor.isreal) + +```python +torch.Tensor.isreal() +``` + +### [paddle.Tensor.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isreal-name-none) + +```python +paddle.Tensor.isreal(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.istft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.istft.md new file mode 100644 index 00000000000..4d74910babb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.istft.md @@ -0,0 +1,37 @@ +## [ 参数完全一致 ]torch.Tensor.istft +### [torch.Tensor.istft](https://pytorch.org/docs/stable/generated/torch.Tensor.istft.html#torch.Tensor.istft) + +```python +torch.Tensor.istft(n_fft, hop_length=None, win_length=None, window=None, center=True, normalized=False, onesided=None, length=None, return_complex=False) +``` + +### [paddle.Tensor.istft]() + +```python +paddle.Tensor.istft(n_fft, + hop_length=None, + win_length=None, + window=None, + center=True, + normalized=False, + onesided=True, + length=None, + return_complex=False, + name=None) +``` + +两者功能一致且参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| n_fft | n_fft | 表示离散傅里叶变换的样本点个数。 | +| hop_length | hop_length | 表示相邻两帧偏移的样本点个数。 | +| win_length | win_length | 表示信号窗的长度。 | +| window | window | 表示长度为 win_length 的 Tensor 。 | +| center | center | 表示是否将输入信号进行补长。 | +| normalized | normalized | 表示是否将傅里叶变换的结果乘以值为 1/sqrt(n) 的缩放系数。 | +| onesided | onesided | 表示是否返回一个实信号。 | +| length | length | 表示输出信号的长度。 | +| return_complex | return_complex | 表示输出的重构信号是否为复信号。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.itemsize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.itemsize.md new file mode 100644 index 00000000000..933f6c6ff9f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.itemsize.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.itemsize + +### [torch.Tensor.itemsize](https://pytorch.org/docs/stable/generated/torch.Tensor.itemsize.html) + +```python +torch.Tensor.itemsize +``` + +### [paddle.Tensor.element_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#element-size) + +```python +paddle.Tensor.element_size() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.lgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.lgamma.md new file mode 100644 index 00000000000..b0ab4a59a93 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.lgamma.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.lgamma + +### [torch.Tensor.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html#torch.lgamma) + +```python +torch.Tensor.lgamma() +``` + +### [paddle.Tensor.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html) + +```python +paddle.Tensor.lgamma() +``` + +两者功能一致,均无参数,用于计算张量中每个元素的自然对数伽马函数值的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.lgamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.lgamma_.md new file mode 100644 index 00000000000..b546b373d33 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.lgamma_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.lgamma_ + +### [torch.Tensor.lgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.lgamma_.html) + +```python +torch.Tensor.lgamma_() +``` + +### [paddle.Tensor.lgamma_]() + +```python +paddle.Tensor.lgamma_() +``` + +两者功能一致,均无参数,用于计算张量中每个元素的自然对数伽马函数值的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log.md new file mode 100644 index 00000000000..4445d10ab81 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.log + +### [torch.Tensor.log](https://pytorch.org/docs/stable/generated/torch.Tensor.log.html) + +```python +torch.Tensor.log() +``` + +### [paddle.Tensor.log](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log-name-none) + +```python +paddle.Tensor.log() +``` + +两者功能一致,均无参数,用于计算张量中每个元素的自然对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log10.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log10.md new file mode 100644 index 00000000000..28b36ddaef4 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log10.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.log10 + +### [torch.Tensor.log10](https://pytorch.org/docs/stable/generated/torch.Tensor.log10.html#torch.Tensor.log10) + +```python +torch.Tensor.log10() +``` + +### [paddle.Tensor.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log10-name-none) + +```python +paddle.Tensor.log10() +``` + +两者功能一致,均无参数,用于计算张量中每个元素的以 10 为底的对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log10_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log10_.md new file mode 100644 index 00000000000..27408a12af6 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log10_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.log10_ + +### [torch.Tensor.log10_](https://pytorch.org/docs/stable/generated/torch.Tensor.log10_.html) + +```python +torch.Tensor.log10_() +``` + +### [paddle.Tensor.log10_](e) + +```python +paddle.Tensor.log10_() +``` + +两者功能一致,均无参数,用于计算张量中每个元素的以 10 为底的对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log1p.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log1p.md new file mode 100644 index 00000000000..2100581e224 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log1p.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.log1p + +### [torch.Tensor.log1p](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p.html#torch.Tensor.log1p) + +```python +torch.Tensor.log1p() +``` + +### [paddle.Tensor.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log1p-name-none) + +```python +paddle.Tensor.log1p() +``` + +两者功能一致,均无参数,用于计算张量中每个元素加 1 后的自然对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log1p_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log1p_.md new file mode 100644 index 00000000000..511b4115f53 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log1p_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.log1p_ + +### [torch.Tensor.log1p_](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p_.html) + +```python +torch.Tensor.log1p_() +``` + +### [paddle.Tensor.log1p_]() + +```python +paddle.Tensor.log1p_() +``` + +两者功能一致,均无参数,用于计算张量中每个元素加 1 后的自然对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log2.md new file mode 100644 index 00000000000..895b45946a5 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log2.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.log2 + +### [torch.Tensor.log2](https://pytorch.org/docs/stable/generated/torch.Tensor.log2.html#torch.Tensor.log2) + +```python +torch.Tensor.log2() +``` + +### [paddle.Tensor.log2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log2-name-none) + +```python +paddle.Tensor.log2() +``` + +两者功能一致,均无参数,用于计算张量中每个元素的以 2 为底的对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log2_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log2_.md new file mode 100644 index 00000000000..58eca6495e2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log2_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.log2_ + +### [torch.Tensor.log2_](https://pytorch.org/docs/stable/generated/torch.Tensor.log2_.html) + +```python +torch.Tensor.log2_() +``` + +### [paddle.Tensor.log2_]() + +```python +paddle.Tensor.log2_() +``` + +两者功能一致,均无参数,用于计算张量中每个元素的以 2 为底的对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log_.md new file mode 100644 index 00000000000..66f7744b2cb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.log_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.log_ + +### [torch.Tensor.log_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_.html) + +```python +torch.Tensor.log_() +``` + +### [paddle.Tensor.log_]() + +```python +paddle.Tensor.log_() +``` + +两者功能一致,均无参数,用于计算张量中每个元素的自然对数的函数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.logical_not_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.logical_not_.md new file mode 100644 index 00000000000..bdf2ac22042 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.logical_not_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.logical_not_ + +### [torch.Tensor.logical_not_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_not_.html) + +```python +torch.Tensor.logical_not_() +``` + +### [paddle.Tensor.logical_not_]() + +```python +paddle.Tensor.logical_not_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.logit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.logit.md new file mode 100644 index 00000000000..e4c93d48301 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.logit.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.logit + +### [torch.Tensor.logit](https://pytorch.org/docs/stable/generated/torch.Tensor.logit.html) + +```python +torch.Tensor.logit(eps=None) +``` + +### [paddle.Tensor.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logit-eps-none-name-none) + +```python +paddle.Tensor.logit(eps=None, name=None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -- | +| eps | eps | 传入该参数后可将 x 的范围控制在 [eps,1−eps],默认值为 None。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.logit_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.logit_.md new file mode 100644 index 00000000000..b1041d22a36 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.logit_.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.logit_ + +### [torch.Tensor.logit_](https://pytorch.org/docs/stable/generated/torch.Tensor.logit_.html) + +```python +torch.Tensor.logit_(eps=None) +``` + +### [paddle.Tensor.logit_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) + +```python +paddle.Tensor.logit_(eps=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------------------------------- | ------------ | ----------------------------------------------------------------------- | +| eps | eps | 将输入向量的范围控制在 [eps,1−eps] | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.lu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.lu.md new file mode 100644 index 00000000000..be2805a77cc --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.lu.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ]torch.Tensor.lu + +### [torch.Tensor.lu](https://pytorch.org/docs/stable/generated/torch.Tensor.lu.html) + +```python +torch.Tensor.lu(pivot=True, get_infos=False) +``` + +### [paddle.Tensor.lu]() + +```python +paddle.Tensor.lu(pivot=True, get_infos=False, name=None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| --------- | ------------ | -- | +| pivot | pivot | LU 分解时是否进行旋转。 | +| get_infos | get_infos | 是否返回分解状态信息,若为 True,则返回分解状态 Tensor,否则不返回。默认 False。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mT.md new file mode 100644 index 00000000000..a508c3d95c4 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mT.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.mT + +### [torch.Tensor.mT](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mT) + +```python +torch.Tensor.mT +``` + +### [paddle.Tensor.mT](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/dygraph/math_op_patch.py#L208) + +```python +paddle.Tensor.mT +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_fill.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_fill.md new file mode 100644 index 00000000000..76e7d54d4b2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_fill.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ] torch.Tensor.masked_fill + +### [torch.Tensor.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html?highlight=masked_fill#torch.Tensor.masked_fill) + +```python +torch.Tensor.masked_fill(mask, value) +``` + +### [paddle.Tensor.masked_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#masked-fill-mask-value-name-non) + +```python +paddle.Tensor.masked_fill(mask, value, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------| -------------------------------------------------- | +| mask | mask | 布尔张量,表示要填充的位置 | +| value | value | 用于填充目标张量的值 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_fill_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_fill_.md new file mode 100644 index 00000000000..89b460a725f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_fill_.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ] torch.Tensor.masked_fill_ + +### [torch.Tensor.masked_fill_](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill_.html?highlight=masked_fill_#torch.Tensor.masked_fill_) + +```python +torch.Tensor.masked_fill_(mask, value) +``` + +### [paddle.Tensor.masked_fill_]() + +```python +paddle.Tensor.masked_fill_(mask, value, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------| -------------------------------------------------- | +| mask | mask | 布尔张量,表示要填充的位置 | +| value | value | 用于填充目标张量的值 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_scatter.md new file mode 100644 index 00000000000..f7b796a9aaf --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_scatter.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ] torch.Tensor.masked_scatter + +### [torch.Tensor.masked_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter.html?highlight=masked_scatter#torch.Tensor.masked_scatter) + +```python +torch.Tensor.masked_scatter(mask, value) +``` + +### [paddle.Tensor.masked_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#masked-scatter-mask-value-name-non) + +```python +paddle.Tensor.masked_scatter(mask, value, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------| -------------------------------------------------- | +| mask | mask | 布尔张量,表示要填充的位置 | +| value | value | 用于填充目标张量的值 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_scatter_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_scatter_.md new file mode 100644 index 00000000000..a4d97f82810 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_scatter_.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ] torch.Tensor.masked_scatter_ + +### [torch.Tensor.masked_scatter_](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter_.html?highlight=masked_scatter#torch.Tensor.masked_scatter_) + +```python +torch.Tensor.masked_scatter_(mask, value) +``` + +### [paddle.Tensor.masked_scatter_]() + +```python +paddle.Tensor.masked_scatter_(mask, value, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------| -------------------------------------------------- | +| mask | mask | 布尔张量,表示要填充的位置 | +| value | value | 用于填充目标张量的值 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_select.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_select.md new file mode 100644 index 00000000000..98818c61a4a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.masked_select.md @@ -0,0 +1,21 @@ +## [参数完全一致 ]torch.Tensor.masked_select + +### [torch.Tensor.masked_select](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_select.html?highlight=masked_select#torch.Tensor.masked_select) + +```python +torch.Tensor.masked_select(mask) +``` + +### [paddle.Tensor.masked_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#masked-select-mask-name-none) + +```python +paddle.Tensor.masked_select(mask, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ------------------------------------ | +| mask | mask | 表示用于索引的二进制掩码的 Tensor 。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.matrix_exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.matrix_exp.md new file mode 100644 index 00000000000..adee6380b07 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.matrix_exp.md @@ -0,0 +1,25 @@ +## [ 无参数 ]torch.Tensor.matrix_exp + +### [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp) + +```python +torch.Tensor.matrix_exp() +``` + +### [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) + +```python +paddle.linalg.matrix_exp(x, name=None) +``` + +两者功能一致,无参数。 + +### 转写示例 + +```python +# PyTorch 写法 +out = x.matrix_exp() + +# Paddle 写法 +out = paddle.linalg.matrix_exp(x) +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.matrix_power.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.matrix_power.md new file mode 100644 index 00000000000..ee35f60752a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.matrix_power.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.matrix_power + +### [torch.Tensor.matrix\_power](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_power.html) + +```python +torch.Tensor.matrix_power(n) +``` + +### [paddle.Tensor.matrix\_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#matrix-power-x-n-name-none) + +```python +paddle.Tensor.matrix_power(n, name=None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -- | +| n | n | 输入的幂次,类型为 int。它可以是任意整数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mm.md new file mode 100644 index 00000000000..9fdda57cef7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mm.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.mm + +### [torch.Tensor.mm](https://pytorch.org/docs/stable/generated/torch.Tensor.mm.html) + +```python +torch.Tensor.mm(mat2) +``` + +### [paddle.Tensor.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mm-mat2-name-none) + +```python +paddle.Tensor.mm(mat2, name=None) +``` + +两者功能一致且参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------------------------------|---------------------------------| ----------------------------------------- | +| mat2 | mat2 | 输⼊ Tensor 。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.moveaxis.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.moveaxis.md new file mode 100644 index 00000000000..daf6f545212 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.moveaxis.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ]torch.Tensor.moveaxis + +### [torch.Tensor.moveaxis](https://pytorch.org/docs/stable/generated/torch.Tensor.moveaxis.html) + +```python +torch.Tensor.moveaxis(source, destination) +``` + +### [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) + +```python +paddle.Tensor.moveaxis(source, destination,name = None) +``` + +两者功能一致且参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|------------------------------------|------------------------------------|----------------------------------| +| source | source | 将被移动的轴的位置。 | +| destination | destination | 轴被移动后的目标位置。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.movedim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.movedim.md new file mode 100644 index 00000000000..62e6655c1fb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.movedim.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ]torch.Tensor.movedim + +### [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html) + +```python +torch.Tensor.movedim(source, destination) +``` + +### [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) + +```python +paddle.Tensor.moveaxis(source, destination, name = None) +``` + +两者功能一致且参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|------------------------------------|------------------------------------|----------------------------------| +| source | source | 将被移动的轴的位置。 | +| destination | destination | 轴被移动后的目标位置。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mv.md new file mode 100644 index 00000000000..b226ebeb0f3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mv.md @@ -0,0 +1,20 @@ +## [ 参数完全一致 ] torch.Tensor.mv +### [torch.Tensor.mv](https://pytorch.org/docs/stable/generated/torch.Tensor.mv.html) + +```python +torch.Tensor.mv(vec) +``` + +### [paddle.Tensor.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mv-vec-name-none) + +```python +paddle.Tensor.mv(vec) +``` + +两者功能一致,且参数一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| vec | vec | 相乘的向量。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma.md new file mode 100644 index 00000000000..ca8e04c3ba3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma.md @@ -0,0 +1,31 @@ +## [ 参数完全一致 ]torch.Tensor.mvlgamma + +### [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma) + +```python +torch.Tensor.mvlgamma(p) +``` + +### [paddle.Tensor.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) + +```python +paddle.Tensor.multigammaln(p, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ---------------------------------------------------- | +| p | p | 多元伽马函数积分空间的维度。 | + +### 转写示例 + +```python +# PyTorch 写法 +y = x.mvlgamma(p) + +# Paddle 写法 +y = x.multigammaln(p) +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma_.md new file mode 100644 index 00000000000..0ed079a8919 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma_.md @@ -0,0 +1,31 @@ +## [ 参数完全一致 ]torch.Tensor.mvlgamma_ + +### [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma) + +```python +torch.Tensor.mvlgamma_(p) +``` + +### [paddle.Tensor.multigammaln_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multigammaln__cn.html#multigammaln) + +```python +paddle.Tensor.multigammaln_(p, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ---------------------------------------------------- | +| p | p | 多元伽马函数积分空间的维度。 | + +### 转写示例 + +```python +# PyTorch 写法 +y = x.mvlgamma_(p) + +# Paddle 写法 +y = x.multigammaln_(p) +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nan_to_num.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nan_to_num.md new file mode 100644 index 00000000000..9fa820ddfc2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nan_to_num.md @@ -0,0 +1,23 @@ +## [参数完全一致]torch.Tensor.nan_to_num + +### [torch.Tensor.nan_to_num](https://pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num.html#torch.Tensor.nan_to_num) + +```python +torch.Tensor.nan_to_num(nan=0.0, posinf=None, neginf=None) +``` + +### [paddle.Tensor.nan_to_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nan-to-num) + +```python +paddle.Tensor.nan_to_num(nan=0.0, posinf=None, neginf=None) +``` + +两者功能一致,且参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | --------------- | +| nan | nan | NaN 的替换值。 | +| posinf | posinf | +inf 的替换值。 | +| neginf | neginf | -inf 的替换值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nan_to_num_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nan_to_num_.md new file mode 100644 index 00000000000..719136aa761 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nan_to_num_.md @@ -0,0 +1,23 @@ +## [参数完全一致]torch.Tensor.nan_to_num_ + +### [torch.Tensor.nan_to_num_](https://pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num_.html#torch.Tensor.nan_to_num_) + +```python +torch.Tensor.nan_to_num_(nan=0.0, posinf=None, neginf=None) +``` + +### [paddle.Tensor.nan_to_num_]() + +```python +paddle.Tensor.nan_to_num_(nan=0.0, posinf=None, neginf=None) +``` + +两者功能一致,且参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | --------------- | +| nan | nan | NaN 的替换值。 | +| posinf | posinf | +inf 的替换值。 | +| neginf | neginf | -inf 的替换值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ndim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ndim.md new file mode 100644 index 00000000000..945a6e7bb64 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ndim.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.ndim + +### [torch.Tensor.ndim](https://pytorch.org/docs/stable/generated/torch.Tensor.ndim.html) + +```python +torch.Tensor.ndim +``` + +### [paddle.Tensor.ndim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ndim) + +```python +paddle.Tensor.ndim +``` + +两者功能一致,均无参数,查看一个 Tensor 的维度。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ndimension.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ndimension.md new file mode 100644 index 00000000000..e0c3826b01a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.ndimension.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.ndimension + +### [torch.Tensor.ndimension](https://pytorch.org/docs/stable/generated/torch.Tensor.ndimension.html?highlight=ndimension#torch.Tensor.ndimension) + +```python +torch.Tensor.ndimension() +``` + +### [paddle.Tensor.ndimension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ndimension) + +```python +paddle.Tensor.ndimension() +``` + +两者功能一致,均无参数,查看一个 Tensor 的维度。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.neg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.neg.md new file mode 100644 index 00000000000..f05ad826217 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.neg.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.neg + +### [torch.Tensor.neg](https://pytorch.org/docs/stable/generated/torch.Tensor.neg.html?highlight=neg#torch.Tensor.neg) + +```python +torch.Tensor.neg() +``` + +### [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#neg-name-none) + +```python +paddle.Tensor.neg() +``` + +两者功能一致,均无参数,将 Tensor 上的各个值取相反数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.neg_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.neg_.md new file mode 100644 index 00000000000..e1cc849c129 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.neg_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.neg_ + +### [torch.Tensor.neg_](https://pytorch.org/docs/stable/generated/torch.Tensor.neg_.html) + +```python +torch.Tensor.neg_() +``` + +### [paddle.Tensor.neg_]() + +```python +paddle.Tensor.neg_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative.md new file mode 100644 index 00000000000..5d01bdc0d5c --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.negative + +### [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative) + +```python +torch.Tensor.negative() +``` + +### [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) + +```python +paddle.Tensor.neg() +``` + +两者功能一致,均无参数,用于计算输入 x 的相反数并返回。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative_.md new file mode 100644 index 00000000000..7b714e047ff --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.negative_ + +### [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) + +```python +torch.Tensor.negative_() +``` + +### [paddle.Tensor.neg_]() + +```python +paddle.Tensor.neg_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nelement.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nelement.md new file mode 100644 index 00000000000..0fd21948dd2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nelement.md @@ -0,0 +1,17 @@ +## [ 无参数 ] torch.Tensor.nelement + +### [torch.Tensor.nelement](https://pytorch.org/docs/stable/generated/torch.Tensor.nelement.html?highlight=nelement#torch.Tensor.nelement) + +```python +torch.Tensor.nelement() +``` + +### [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fluid/layers/size_cn.html#cn-api-fluid-layers-size) + +```python +paddle.Tensor.size() +``` + + + +两者功能一致,均无参数,用于返回张量的单元数量,是一个 int 型的整数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nonzero.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nonzero.md new file mode 100644 index 00000000000..f76e780e422 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.nonzero.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.Tensor.nonzero + +### [torch.Tensor.nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.nonzero.html?highlight=nonzero#torch.Tensor.nonzero) + +```python +torch.Tensor.nonzero(*, as_tuple=False) +``` + +### [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nonzero_cn.html#cn-api-tensor-search-nonzero) + +```python +paddle.Tensor.nonzero(as_tuple=False) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| as_tuple | as_tuple | bool 类型表示输出数据的格式,默认 False 时,输出一个张量,True 时输出一组一维张量。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.normal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.normal_.md new file mode 100644 index 00000000000..5149a55efb7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.normal_.md @@ -0,0 +1,23 @@ +## [ 参数完全一致 ]torch.Tensor.normal_ + +### [torch.Tensor.normal_](https://pytorch.org/docs/stable/generated/torch.Tensor.normal_.html#torch-tensor-normal) + +```python +torch.Tensor.normal_(mean=0, std=1, *, generator=None) +``` + +### [paddle.Tensor.normal_]() + +```python +paddle.Tensor.normal_(mean=0, std=1) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| --------- | ------------ | --------------------------------------------- | +| mean | mean | 均值。 | +| std | std | 标准差。 | +| generator | - | 用于采样的伪随机数生成器, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.numel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.numel.md new file mode 100644 index 00000000000..691f52e905e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.numel.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.numel + +### [torch.Tensor.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel) + +```python +torch.Tensor.numel() +``` + +### [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/guides/beginner/tensor_cn.html#tensor-shape) + +```python +paddle.Tensor.size +``` + +两者功能一致,均无参数,用于返回张量的单元数量,是一个 int 型的整数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.pin_memory.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.pin_memory.md new file mode 100644 index 00000000000..1d0f08d99e8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.pin_memory.md @@ -0,0 +1,17 @@ +## [ 无参数 ] torch.Tensor.pin_memory + +### [torch.Tensor.pin_memory](https://pytorch.org/docs/stable/generated/torch.Tensor.pin_memory.html?highlight=pin_mem#torch.Tensor.pin_memory) + +```python +torch.Tensor.pin_memory() +``` + +### [paddle.Tensor.pin_memory](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#pin-memory-y-name-none) + +```python +paddle.Tensor.pin_memory() +``` + + + +两者功能一致,均无参数,用于将当前 Tensor 的拷贝到固定内存上,且返回的 Tensor 不保留在原计算图中。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.polygamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.polygamma.md new file mode 100644 index 00000000000..3bfea29213d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.polygamma.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.Tensor.polygamma + +### [torch.Tensor.polygamma](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma.html?highlight=tensor+polygamma#torch.Tensor.polygamma) + +```python +torch.Tensor.polygamma(n) +``` + +### [paddle.Tensor.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/polygamma_cn.html#polygamma) + +```python +paddle.Tensor.polygamma(n) +``` + +两者功能一致,且参数一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------|------------------| +| n | n | 表示返回第 n 阶的多伽马函数的值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.polygamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.polygamma_.md new file mode 100644 index 00000000000..6231088a668 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.polygamma_.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.polygamma_ + +### [torch.Tensor.polygamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma_.html) + +```python +torch.Tensor.polygamma_(n) +``` + +### [paddle.Tensor.polygamma_]() + +```python +paddle.Tensor.polygamma_(n) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| n | n | 指定需要求解 n 阶多伽马函数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.positive.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.positive.md new file mode 100644 index 00000000000..4b439bf900d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.positive.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.positive + +### [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive) + +```python +torch.Tensor.positive() +``` + +### [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) + +```python +paddle.positive(x) +``` + +Pytorch 为 Tensor 类方法,Paddle 为普通函数,将调用 torch.Tensor 类方法的 self Tensor 传入到 Paddle 接口中即可。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.rad2deg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.rad2deg.md new file mode 100644 index 00000000000..99e7c0a45b5 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.rad2deg.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.rad2deg + +### [torch.Tensor.rad2deg](https://pytorch.org/docs/stable/generated/torch.Tensor.rad2deg.html#torch-tensor-rad2deg) + +```python +torch.Tensor.rad2deg() +``` + +### [paddle.Tensor.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#rad2deg-x-name-none) + +```python +paddle.Tensor.rad2deg() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.real.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.real.md new file mode 100644 index 00000000000..5bd56f30644 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.real.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.real + +### [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) + +```python +torch.Tensor.real +``` + +### [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-name-none) + +```python +paddle.Tensor.real +``` + +两者功能一致,均无参数,用于返回 Tensor 的实部数值。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.reciprocal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.reciprocal.md new file mode 100644 index 00000000000..612cc721c7b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.reciprocal.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.reciprocal + +### [torch.Tensor.reciprocal](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal.html?highlight=torch+tensor+reciprocal#torch.Tensor.reciprocal) + +```python +torch.Tensor.reciprocal() +``` + +### [paddle.Tensor.reciprocal]() + +```python +paddle.Tensor.reciprocal() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.reciprocal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.reciprocal_.md new file mode 100644 index 00000000000..06854009246 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.reciprocal_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.reciprocal_ + +### [torch.Tensor.reciprocal_](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal_.html?highlight=torch+tensor+reciprocal_#torch.Tensor.reciprocal_) + +```python +torch.Tensor.reciprocal_() +``` + +### [paddle.Tensor.reciprocal_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id11) + +```python +paddle.Tensor.reciprocal_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.register_hook.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.register_hook.md new file mode 100644 index 00000000000..d695169c696 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.register_hook.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.register_hook +### [torch.Tensor.register_hook](https://pytorch.org/docs/stable/generated/torch.Tensor.register_hook.html#torch-tensor-register-hook) + +```python +torch.Tensor.register_hook(hook) +``` + +### [paddle.Tensor.register_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#register-hook-hook) + +```python +paddle.Tensor.register_hook(hook) +``` + + +两者功能一致,且参数一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| hook | hook | 一个需要注册到 Tensor.grad 上的 hook 函数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.retain_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.retain_grad.md new file mode 100644 index 00000000000..3423c7c2712 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.retain_grad.md @@ -0,0 +1,15 @@ +## [无参数]torch.Tensor.retain_grad + +### [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html) + +```python +torch.Tensor.retain_grad() +``` + +### [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle) + +```python +paddle.Tensor.retain_grads() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.rsqrt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.rsqrt.md new file mode 100644 index 00000000000..a40ca35c389 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.rsqrt.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.rsqrt + +### [ torch.Tensor.rsqrt](https://pytorch.org/docs/stable/generated/torch.Tensor.rsqrt) + +```python +torch.Tensor.rsqrt() +``` + +### [paddle.Tensor.rsqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#rsqrt-name-none) + +```python +paddle.Tensor.rsqrt() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.rsqrt_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.rsqrt_.md new file mode 100644 index 00000000000..7e6c5ca8e31 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.rsqrt_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.rsqrt_ + +### [torch.Tensor.rsqrt_](https://pytorch.org/docs/stable/generated/torch.Tensor.rsqrt_) + +```python +torch.Tensor.rsqrt_() +``` + +### [paddle.Tensor.rsqrt_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) + +```python +paddle.Tensor.rsqrt_() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sgn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sgn.md new file mode 100644 index 00000000000..aef70be6cd7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sgn.md @@ -0,0 +1,12 @@ +## [ 无参数 ]torch.Tensor.sgn +### [torch.Tensor.sgn](https://pytorch.org/docs/stable/generated/torch.Tensor.sgn.html#torch.Tensor.sgn) + +```python +torch.Tensor.sgn() +``` + +### [paddle.Tensor.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sgn-name-none) + +```python +paddle.Tensor.sgn() +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.shape.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.shape.md new file mode 100644 index 00000000000..e0567226ed7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.shape.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.shape + +### [torch.Tensor.shape](https://pytorch.org/docs/stable/generated/torch.Tensor.shape.html) + +```python +torch.Tensor.shape +``` + +### [paddle.Tensor.shape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#shape) + +```python +paddle.Tensor.shape +``` + +两者功能一致,均无参数,都用来查看一个 Tensor 的 shape,shape 是 Tensor 的一个重要的概念,其描述了 tensor 在每个维度上的元素数量。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sigmoid.md new file mode 100644 index 00000000000..a2df16cc2c2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sigmoid.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.sigmoid + +### [torch.Tensor.sigmoid](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid) + +```python +torch.Tensor.sigmoid() +``` + +### [paddle.Tensor.sigmoid]() + +```python +paddle.Tensor.sigmoid() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sigmoid_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sigmoid_.md new file mode 100644 index 00000000000..5e46a05aa6c --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sigmoid_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.sigmoid_ + +### [torch.Tensor.sigmoid_](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid_) + +```python +torch.Tensor.sigmoid_() +``` + +### [paddle.Tensor.sigmoid_]() + +```python +paddle.Tensor.sigmoid_() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sign.md new file mode 100644 index 00000000000..dfda02114eb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sign.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.sign + +### [torch.Tensor.sign](https://pytorch.org/docs/stable/generated/torch.Tensor.sign) + +```python +torch.Tensor.sign() +``` + +### [paddle.Tensor.sign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sign-name-none) + +```python +paddle.Tensor.sign() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.signbit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.signbit.md new file mode 100644 index 00000000000..1dfe7df4ce3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.signbit.md @@ -0,0 +1,15 @@ +## [无参数]torch.Tensor.signbit + +### [torch.Tensor.signbit](https://pytorch.org/docs/stable/generated/torch.Tensor.signbit.html#torch-signbit) + +```python +torch.Tensor.signbit() +``` + +### [paddle.Tensor.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) + +```python +paddle.Tensor.signbit() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sin.md new file mode 100644 index 00000000000..085dac59dc9 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sin.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.sin + +### [torch.Tensor.sin](https://pytorch.org/docs/stable/generated/torch.Tensor.sin) + +```python +torch.Tensor.sin() +``` + +### [paddle.Tensor.sin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sin-name-none) + +```python +paddle.Tensor.sin() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sin_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sin_.md new file mode 100644 index 00000000000..0cdd5ebf829 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sin_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.sin_ + +### [torch.Tensor.sin_](https://pytorch.org/docs/stable/generated/torch.Tensor.sin_.html) + +```python +torch.Tensor.sin_() +``` + +### [paddle.Tensor.sin_]() + +```python +paddle.Tensor.sin_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinc.md new file mode 100644 index 00000000000..6c9e65e623e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinc.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.sinc + +### [torch.Tensor.sinc](https://pytorch.org/docs/stable/generated/torch.Tensor.sinc.html#torch.Tensor.sinc) + +```python +torch.Tensor.sinc() +``` + +### [paddle.Tensor.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) + +```python +paddle.Tensor.sinc() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinc_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinc_.md new file mode 100644 index 00000000000..7cfe264066f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinc_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.sinc_ + +### [torch.Tensor.sinc_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinc_.html#torch-tensor-sinc) + +```python +torch.Tensor.sinc_() +``` + +### [paddle.Tensor.sinc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc__cn.html#sinc) + +```python +paddle.Tensor.sinc_() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinh.md new file mode 100644 index 00000000000..e95b85647ff --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinh.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.sinh + +### [torch.Tensor.sinh](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh.html?highlight=torch+tensor+sinh#torch.Tensor.sinh) + +```python +torch.Tensor.sinh() +``` + +### [paddle.Tensor.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sinh-name-none) + +```python +paddle.Tensor.sinh() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinh_.md new file mode 100644 index 00000000000..403d1349f05 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sinh_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.sinh_ + +### [torch.Tensor.sinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh_.html) + +```python +torch.Tensor.sinh_() +``` + +### [paddle.Tensor.sinh_]() + +```python +paddle.Tensor.sinh_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sparse_dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sparse_dim.md new file mode 100644 index 00000000000..02e278aa899 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sparse_dim.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.sparse_dim + +### [torch.Tensor.sparse_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_dim.html#torch.Tensor.sparse_dim) + +```python +torch.Tensor.sparse_dim() +``` + +### [paddle.Tensor.sparse_dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) + +```python +paddle.Tensor.sparse_dim() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sparse_mask.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sparse_mask.md new file mode 100644 index 00000000000..c3850feed09 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sparse_mask.md @@ -0,0 +1,32 @@ +## [ 参数完全一致 ] torch.Tensor.sparse_mask + +### [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html) + +```python +torch.Tensor.sparse_mask(mask) +``` + +### [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html) + +```python +paddle.sparse.mask_as(x, mask, name=None) +``` + +两者功能一致,但调用方式不同,torch 通过 Tensor 类方法调用,而 paddle 是直接调用函数,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ---------- | ------------ | ------------------------------------ | +| - | x | 输入的 DenseTensor。 | +| mask | mask | 掩码逻辑的 mask,参数完全一致。 | + +### 转写示例 + +```python +# torch 调用 Tensor 类方法 +x.sparse_mask(mask) + +# paddle 直接调用函数 +paddle.sparse.mask_as(x, mask) +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sqrt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sqrt.md new file mode 100644 index 00000000000..c2edf8b7e01 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sqrt.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.sqrt + +### [torch.Tensor.sqrt](https://pytorch.org/docs/stable/generated/torch.sqrt.html) + +```python +torch.Tensor.sqrt() +``` + +### [paddle.Tensor.sqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sqrt-name-none) + +```python +paddle.Tensor.sqrt() +``` + +两者功能一致,无参数. diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sqrt_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sqrt_.md new file mode 100644 index 00000000000..088c3891166 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sqrt_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.sqrt_ + +### [torch.Tensor.sqrt_](https://pytorch.org/docs/stable/generated/torch.Tensor.sqrt_.html?highlight=torch+tensor+sqrt_#torch.Tensor.sqrt_) + +```python +torch.Tensor.sqrt_() +``` + +### [paddle.Tensor.sqrt_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id18) + +```python +paddle.Tensor.sqrt_() +``` + +两者功能一致,无参数. diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.square.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.square.md new file mode 100644 index 00000000000..dcc1cda1753 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.square.md @@ -0,0 +1,14 @@ +## [ 无参数 ]torch.Tensor.square + +### [torch.Tensor.square](https://pytorch.org/docs/stable/generated/torch.Tensor.square.html#torch-tensor-square) + +```python +torch.Tensor.square() +``` + +### [paddle.Tensor.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#square-name-none) + +```python +paddle.Tensor.square() +``` +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.square_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.square_.md new file mode 100644 index 00000000000..9ed562b75b8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.square_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.square_ + +### [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) + +```python +torch.Tensor.square_() +``` + +### [paddle.square_]() + +```python +paddle.square_(x) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.t.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.t.md new file mode 100644 index 00000000000..01b83f5ed8e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.t.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.t + +### [torch.Tensor.t](https://pytorch.org/docs/stable/generated/torch.Tensor.t.html#torch.Tensor.t) + +```python +torch.Tensor.t() +``` + +### [paddle.Tensor.t](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#t-name-none) + +```python +paddle.Tensor.t() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.t_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.t_.md new file mode 100644 index 00000000000..d985f8d89a7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.t_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.t_ + +### [torch.Tensor.t_](https://pytorch.org/docs/stable/generated/torch.Tensor.t_.html#torch.Tensor.t_) + +```python +torch.Tensor.t_() +``` + +### [paddle.Tensor.t_]() + +```python +paddle.Tensor.t_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tan.md new file mode 100644 index 00000000000..ed6c896330a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tan.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.tan + +### [torch.Tensor.tan](https://pytorch.org/docs/stable/generated/torch.Tensor.tan.html#torch.Tensor.tan) + +```python +torch.Tensor.tan() +``` + +### [paddle.Tensor.tan]() + +```python +paddle.Tensor.tan() +``` + +两者功能一致,无参数. diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tan_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tan_.md new file mode 100644 index 00000000000..df73370cbc0 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tan_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.tan_ + +### [torch.Tensor.tan_](https://pytorch.org/docs/stable/generated/torch.Tensor.tan_.html) + +```python +torch.Tensor.tan_() +``` + +### [paddle.Tensor.tan_]() + +```python +paddle.Tensor.tan_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tanh.md new file mode 100644 index 00000000000..514297cf873 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tanh.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.tanh + +### [torch.Tensor.tanh](https://pytorch.org/docs/stable/generated/torch.Tensor.tanh.html#torch.Tensor.tanh) + +```python +torch.Tensor.tanh() +``` + +### [paddle.Tensor.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tanh-name-none) + +```python +paddle.Tensor.tanh() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tanh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tanh_.md new file mode 100644 index 00000000000..80bdd1e2223 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tanh_.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.tanh_ + +### [torch.Tensor.tanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.tanh_.html#torch.Tensor.tanh_) + +```python +torch.Tensor.tanh_() +``` + +### [paddle.Tensor.tanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) + +```python +paddle.Tensor.tanh_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.to_dense.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.to_dense.md new file mode 100644 index 00000000000..7513aebec9a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.to_dense.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.to_dense + +### [torch.Tensor.to_dense](https://pytorch.org/docs/stable/generated/torch.Tensor.to_dense.html#torch-tensor-to-dense) + +```python +torch.Tensor.to_dense() +``` + +### [paddle.Tensor.to_dense](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor/to_dense_en.html#to-dense) + +```python +paddle.Tensor.to_dense() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.to_sparse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.to_sparse.md new file mode 100644 index 00000000000..570a344ed40 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.to_sparse.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.Tensor.to_sparse + +### [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse) + +```python +torch.Tensor.to_sparse(sparse_dim) +``` + +### [paddle.Tensor.to_sparse_coo]() + +```python +paddle.Tensor.to_sparse_coo(sparse_dim) +``` + +两者功能一致,参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ---------- | ------------ | ------------------------------------ | +| sparse_dim | sparse_dim | 在新的稀疏张量中包含的稀疏维度的数量 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tolist.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tolist.md new file mode 100644 index 00000000000..616cced334e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tolist.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.Tensor.tolist + +### [torch.Tensor.tolist](https://pytorch.org/docs/stable/generated/torch.Tensor.tolist.html#torch.Tensor.tolist) + +```python +torch.Tensor.tolist() +``` + +### [paddle.Tensor.tolist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tolist) + +```python +paddle.Tensor.tolist() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tril.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tril.md new file mode 100644 index 00000000000..24faa39e517 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tril.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.tril + +### [torch.Tensor.tril](https://pytorch.org/docs/stable/generated/torch.Tensor.tril.html#torch.Tensor.tril) + +```python +torch.Tensor.tril(diagonal=0) +``` + +### [paddle.Tensor.tril]() + +```python +paddle.Tensor.tril(diagonal=0, name=None) +``` + +两者功能一致且参数用法一致。 + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------- | ------------ | -------------------------------- | +| diagonal | diagonal | 表示运算的对角线,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tril_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tril_.md new file mode 100644 index 00000000000..b1fb17346d9 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.tril_.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.Tensor.tril_ + +### [torch.Tensor.tril_](https://pytorch.org/docs/stable/generated/torch.Tensor.tril_.html#torch.Tensor.tril_) + +```python +torch.Tensor.tril_(diagonal=0) +``` + +### [paddle.Tensor.tril_]() + +```python +paddle.Tensor.tril_(diagonal=0) +``` + +两者功能一致且参数用法一致。 + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------- | ------------ | -------------------------------- | +| diagonal | diagonal | 表示运算的对角线,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.triu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.triu.md new file mode 100644 index 00000000000..654c518cd27 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.triu.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.triu + +### [torch.Tensor.triu](https://pytorch.org/docs/stable/generated/torch.Tensor.triu.html#torch.Tensor.triu) + +```python +torch.Tensor.triu(diagonal=0) +``` + +### [paddle.Tensor.triu]() + +```python +paddle.Tensor.triu(diagonal=0, name=None) +``` + +两者功能一致且参数用法一致。 + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------- | ------------ | -------------------------------- | +| diagonal | diagonal | 表示运算的对角线,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.triu_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.triu_.md new file mode 100644 index 00000000000..301e7f3835f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.triu_.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.Tensor.triu_ + +### [torch.Tensor.triu_](https://pytorch.org/docs/stable/generated/torch.Tensor.triu_.html#torch.Tensor.triu_) + +```python +torch.Tensor.triu_(diagonal=0) +``` + +### [paddle.Tensor.triu_]() + +```python +paddle.Tensor.triu_(diagonal=0) +``` + +两者功能一致且参数用法一致。 + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------- | ------------ | -------------------------------- | +| diagonal | diagonal | 表示运算的对角线,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.trunc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.trunc.md new file mode 100644 index 00000000000..978fa791f28 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.trunc.md @@ -0,0 +1,15 @@ +## [无参数]torch.Tensor.trunc + +### [torch.Tensor.trunc](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc.html#torch.Tensor.trunc) + +```python +torch.Tensor.trunc() +``` + +### [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) + +```python +paddle.Tensor.trunc() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.trunc_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.trunc_.md new file mode 100644 index 00000000000..18515e4fcf9 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.trunc_.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.trunc_ + +### [torch.Tensor.trunc_](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc_.html) + +```python +torch.Tensor.trunc_() +``` + +### [paddle.Tensor.trunc_]() + +```python +paddle.Tensor.trunc_() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.values.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.values.md new file mode 100644 index 00000000000..62ede0b8c36 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.values.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.Tensor.values + +### [torch.Tensor.values](https://pytorch.org/docs/stable/generated/torch.Tensor.values.html?highlight=torch+tensor+values#torch.Tensor.values) + +```python +torch.Tensor.values() +``` + +### [paddle.Tensor.values](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/Overview_cn.html) + +```python +paddle.Tensor.values() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.view_as.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.view_as.md new file mode 100644 index 00000000000..fd26f41c301 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.view_as.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.Tensor.view_as + +### [torch.Tensor.view_as](https://pytorch.org/docs/stable/generated/torch.Tensor.view_as.html?highlight=view_as#torch.Tensor.view_as) + +```python +torch.Tensor.view_as(other) +``` + +### [paddle.Tensor.view_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#view-as-x-other-name-none) + +```python +paddle.Tensor.view_as(other, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ------------------------------ | +| other | other | 与返回 Tensor shape 相同的 Tensor | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.zero_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.zero_.md new file mode 100644 index 00000000000..f81e7186f05 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.zero_.md @@ -0,0 +1,15 @@ +## [无参数]torch.Tensor.zero_ + +### [torch.Tensor.zero_](https://pytorch.org/docs/stable/generated/torch.Tensor.zero_.html#torch.Tensor.zero_) + +```python +torch.Tensor.zero_() +``` + +### [paddle.Tensor.zero_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#zero-x-name-none) + +```python +paddle.Tensor.zero_() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.__version__.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.__version__.md new file mode 100644 index 00000000000..f77ba98decb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.__version__.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.__version__ + +### [torch.__version__]() + +```python +torch.__version__ +``` + +### [paddle.__version__]() + +```python +paddle.__version__ +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.__version__.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.__version__.split.md new file mode 100644 index 00000000000..06828a8a269 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.__version__.split.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch._\_version__.split + +### [torch._\_version__.split]() + +```python +torch.__version__.split(sep=None, maxsplit=-1) +``` + +### [paddle._\_version__.split]() + +```python +paddle.__version__.split(sep=None, maxsplit=-1) +``` + +两者功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------| -------------------------------------------------- | +| sep | sep | 分割字符串的分隔符。 | +| max | max | 分割操作的最大次数 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.Function.forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.Function.forward.md new file mode 100644 index 00000000000..fa8722770de --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.Function.forward.md @@ -0,0 +1,23 @@ +## [参数完全一致]torch.autograd.Function.forward + +### [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward) + +```python +torch.autograd.Function.forward(ctx, *args, **kwargs) +``` + +### [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs) + +```python +paddle.autograd.PyLayer.forward(ctx, *args, **kwargs) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ------------------ | +| ctx | ctx | 上下文对象。 | +| args | args | 自定义算子的输入。 | +| kwargs | kwargs | 自定义算子的输入。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.enable_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.enable_grad.md new file mode 100644 index 00000000000..bf999c17e0f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.enable_grad.md @@ -0,0 +1,13 @@ +## [无参数]torch.autograd.enable_grad + +### [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad) + +```python +torch.autograd.enable_grad() +``` + +### [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) + +```python +paddle.enable_grad() +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.md new file mode 100644 index 00000000000..6d99d734f1b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.autograd.function.FunctionCtx + +### [torch.autograd.function.FunctionCtx]() + +```python +torch.autograd.function.FunctionCtx +``` + +### [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) + +```python +paddle.autograd.PyLayerContext +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.save_for_backward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.save_for_backward.md new file mode 100644 index 00000000000..c3f9850d67d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.save_for_backward.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.autograd.function.FunctionCtx.save_for_backward + +### [torch.autograd.function.FunctionCtx.save_for_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward) + +```python +torch.autograd.function.FunctionCtx.save_for_backward(*tensors) +``` + +### [paddle.autograd.PyLayerContext.save_for_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors) + +```python +paddle.autograd.PyLayerContext.save_for_backward(*tensors) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | --------------------- | +| tensors | tensors | 需要被暂存的 Tensor。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.set_materialize_grads.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.set_materialize_grads.md new file mode 100644 index 00000000000..1f77d473b00 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.set_materialize_grads.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.autograd.function.FunctionCtx.set_materialize_grads + +### [torch.autograd.function.FunctionCtx.set_materialize_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads) + +```python +torch.autograd.function.FunctionCtx.set_materialize_grads(value) +``` + +### [paddle.autograd.PyLayerContext.set_materialize_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value) + +```python +paddle.autograd.PyLayerContext.set_materialize_grads(value) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -------------------------------------- | +| value | value | 是否要框架来初始化未初始化的反向梯度。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.grad_mode.set_grad_enabled.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.grad_mode.set_grad_enabled.md new file mode 100644 index 00000000000..dd08b9c4a48 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.grad_mode.set_grad_enabled.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.autograd.grad_mode.set_grad_enabled + +### [torch.autograd.grad_mode.set_grad_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled) + +```python +torch.autograd.grad_mode.set_grad_enabled(mode) +``` + +### [paddle.set_grad_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html) + +```python +paddle.set_grad_enabled(mode) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ------------------------------------------- | +| mode | mode | 启用(True)或禁用(False)动态图梯度计算。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.graph.saved_tensors_hooks.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.graph.saved_tensors_hooks.md new file mode 100644 index 00000000000..f99ec0e50c4 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.graph.saved_tensors_hooks.md @@ -0,0 +1,22 @@ +## [参数完全一致]torch.autograd.graph.saved_tensors_hooks + +### [torch.autograd.graph.saved_tensors_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks) + +```python +torch.autograd.graph.saved_tensors_hooks(pack_hook, unpack_hook) +``` + +### [paddle.autograd.saved_tensors_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html) + +```python +paddle.autograd.saved_tensors_hooks(pack_hook, unpack_hook) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | ----------------------------------------------------------------------------------------- | +| pack_hook | pack_hook | 当某个算子的前向执行时,存在 Tensor 需要保留给反向计算梯度使用时, pack_hook 将会被调用。 | +| unpack_hook | unpack_hook | 当反向执行,需要用到前向保留的 Tensor 时, unpack_hook 会被调用。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cuda.is_built.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cuda.is_built.md new file mode 100644 index 00000000000..7e6f6164066 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cuda.is_built.md @@ -0,0 +1,14 @@ +## [ 无参数 ]torch.backends.cuda.is_built + +### [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built) +```python +torch.backends.cuda.is_built() +``` + +### [paddle.device.is_compiled_with_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda) + +```python +paddle.device.is_compiled_with_cuda() +``` + +检测是否在 cuda 环境下编译安装包。无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cudnn.version.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cudnn.version.md new file mode 100644 index 00000000000..cec6db09f14 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cudnn.version.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.backends.cudnn.version + +### [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html) + +```python +torch.backends.cudnn.version() +``` + +### [paddle.device.get\_cudnn\_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version) + +```python +paddle.device.get_cudnn_version() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.bfloat16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.bfloat16.md new file mode 100644 index 00000000000..f310a1d223b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.bfloat16.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.bfloat16 + +### [torch.bfloat16](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.bfloat16 +``` + +### [paddle.bfloat16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L31) + +```python +paddle.bfloat16 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'bfloat16'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.bool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.bool.md new file mode 100644 index 00000000000..c654b813430 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.bool.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.bool + +### [torch.bool](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.bool +``` + +### [paddle.bool](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L36) + +```python +paddle.bool +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'bool'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cda.StreamContext.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cda.StreamContext.md new file mode 100644 index 00000000000..4d018ad0edd --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cda.StreamContext.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.cuda.StreamContext + +### [torch.cuda.StreamContext](https://pytorch.org/docs/stable/generated/torch.cuda.StreamContext.html#torch.cuda.StreamContext) + +```python +torch.cuda.StreamContext(stream) +``` + +### [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/stream_guard_cn.html#stream-guard) + +```python +paddle.device.stream_guard(stream) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------------|-------------------| ------------------------------------------------------ | +| stream | stream | 指定的 CUDA stream 。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.complex128.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.complex128.md new file mode 100644 index 00000000000..c4ce5df296a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.complex128.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.complex128 + +### [torch.complex128](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.complex128 +``` + +### [paddle.complex128](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L34) + +```python +paddle.complex128 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'complex128'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.complex64.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.complex64.md new file mode 100644 index 00000000000..24fb4b3b9f0 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.complex64.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.complex64 + +### [torch.complex64](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.complex64 +``` + +### [paddle.complex64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L33) + +```python +paddle.complex64 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'complex64'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cpu.current_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cpu.current_device.md new file mode 100644 index 00000000000..98e4f5c29c4 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cpu.current_device.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.cpu.current_device + +### [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html) + +```python +torch.cpu.current_device() +``` + +### [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) + +```python +paddle.get_device() +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.Event.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.Event.md new file mode 100644 index 00000000000..305bd4a2287 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.Event.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.cuda.Event + +### [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event) + +```python +torch.cuda.Event(enable_timing=False, blocking=False, interprocess=False) +``` + +### [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html) + +```python +paddle.device.cuda.Event(enable_timing=False, blocking=False, interprocess=False) +``` + +功能一致,参数完全一致,具体如下: +### 参数映射 +| PyTorch | PaddlePaddle | 备注 | +|---------------|-------------------| ------------------------------------------------------ | +| enable_timing | enable_timing | 表示是否需要统计时间。默认值为 False。 | +| blocking | blocking | 表示 wait()函数是否被阻塞。默认值为 False。 | +| interprocess | interprocess | 表示是否能在进程间共享。默认值为 False。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.current_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.current_device.md new file mode 100644 index 00000000000..e7cdab8a44a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.current_device.md @@ -0,0 +1,15 @@ +## [无参数]torch.cuda.current_device + +### [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) + +```python +torch.cuda.current_device() +``` + +### [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) + +```python +paddle.device.get_device() +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.device_count.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.device_count.md new file mode 100644 index 00000000000..e28ebe4d87e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.device_count.md @@ -0,0 +1,15 @@ +## [无参数]torch.cuda.device_count + +### [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) + +```python +torch.cuda.device_count() +``` + +### [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) + +```python +paddle.device.cuda.device_count() +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.empty_cache.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.empty_cache.md new file mode 100644 index 00000000000..4bb84891384 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.empty_cache.md @@ -0,0 +1,15 @@ +## [无参数]torch.cuda.empty_cache + +### [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) + +```python +torch.cuda.empty_cache() +``` + +### [paddle.device.cuda.empty_cache](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/empty_cache_cn.html) + +```python +paddle.device.cuda.empty_cache() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_capability.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_capability.md new file mode 100644 index 00000000000..c680eec25de --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_capability.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.cuda.get_device_capability + +### [torch.cuda.get_device_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) + +```python +torch.cuda.get_device_capability(device=None) +``` + +### [paddle.device.cuda.get_device_capability](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_capability_cn.html) + +```python +paddle.device.cuda.get_device_capability(device=None) +``` + +功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- |---------------------| ------------------------------------------------------ | +| device | device | 表示希望获取计算能力的设备或者设备 ID。如果 device 为 None(默认),则为当前的设备。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_name.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_name.md new file mode 100644 index 00000000000..c19518ca448 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_name.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.cuda.get_device_name + +### [torch.cuda.get_device_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html) + +```python +torch.cuda.get_device_name(device=None) +``` + +### [paddle.device.cuda.get_device_name](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_name_cn.html) + +```python +paddle.device.cuda.get_device_name(device=None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +|---------|--------------|-----------------------------------------------------------------------------------------------| +| device | device | torch 的 device 参数类型为 torch.device 或 int 或 str。paddle 的 device 为 paddle.CUDAPlace 或 int 或 str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_bf16_supported.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_bf16_supported.md new file mode 100644 index 00000000000..a543144f9c2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_bf16_supported.md @@ -0,0 +1,15 @@ +## [无参数]torch.cuda.is_bf16_supported + +### [torch.cuda.is_bf16_supported](https://pytorch.org/docs/stable/cuda.html) + +```python +torch.cuda.is_bf16_supported() +``` + +### [paddle.amp.is_bfloat16_supported](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/is_bfloat16_supported_cn.html#is-bfloat16-supported) + +```python +paddle.amp.is_bfloat16_supported() +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_initialized.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_initialized.md new file mode 100644 index 00000000000..818fb9e0d79 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_initialized.md @@ -0,0 +1,15 @@ +## [无参数]torch.cuda.is_initialized + +### [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) + +```python +torch.cuda.is_initialized() +``` + +### [paddle.is_compiled_with_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) + +```python +paddle.is_compiled_with_cuda() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.manual_seed_all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.manual_seed_all.md new file mode 100644 index 00000000000..2afb6757076 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.manual_seed_all.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.cuda.manual_seed_all + +### [torch.cuda.manual_seed_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) + +```python +torch.cuda.manual_seed_all(seed) +``` + +### [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) + +```python +paddle.seed(seed) +``` + +功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| seed | seed | 表示设置的的随机种子。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_allocated.md new file mode 100644 index 00000000000..042b6adaea7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_allocated.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.cuda.max_memory_allocated + +### [torch.cuda.max_memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_allocated.html#torch.cuda.max_memory_allocated) + +```python +torch.cuda.max_memory_allocated(device) +``` + +### [paddle.device.cuda.max_memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_allocated_cn.html) + +```python +paddle.device.cuda.max_memory_allocated(device) +``` + +功能一致,参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ |-----------------------------------------------------------------------| +| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_reserved.md new file mode 100644 index 00000000000..d57c7be1907 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_reserved.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.cuda.max_memory_reserved + +### [torch.cuda.max_memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_reserved.html#torch.cuda.max_memory_reserved) + +```python +torch.cuda.max_memory_reserved(device) +``` + +### [paddle.device.cuda.max_memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_reserved_cn.html) + +```python +paddle.device.cuda.max_memory_reserved(device) +``` + +功能一致,参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ |-----------------------------------------------------------------------| +| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_allocated.md new file mode 100644 index 00000000000..ad8afff485d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_allocated.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.cuda.memory_allocated + +### [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) + +```python +torch.cuda.memory_allocated(device) +``` + +### [paddle.device.cuda.memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_allocated_cn.html) + +```python +paddle.device.cuda.memory_allocated(device) +``` + +功能一致,参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ |-----------------------------------------------------------------------| +| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_reserved.md new file mode 100644 index 00000000000..90b20b29705 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_reserved.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.cuda.memory_reserved + +### [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) + +```python +torch.cuda.memory_reserved(device) +``` + +### [paddle.device.cuda.memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_reserved_cn.html) + +```python +paddle.device.cuda.memory_reserved(device) +``` + +功能一致,参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ |-----------------------------------------------------------------------| +| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.nvtx.range_pop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.nvtx.range_pop.md new file mode 100644 index 00000000000..13fe539e65d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.nvtx.range_pop.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.cuda.nvtx.range_pop + +### [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop) + +```python +torch.cuda.nvtx.range_pop() +``` + +### [paddle.framework.core.nvprof_nvtx_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468) + +```python +paddle.framework.core.nvprof_nvtx_pop() +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_allocated.md new file mode 100644 index 00000000000..866f20f2093 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_allocated.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.cuda.reset_max_memory_allocated + +### [torch.cuda.reset_max_memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated) + +```python +torch.cuda.reset_max_memory_allocated(device) +``` + +### [paddle.device.cuda.reset_max_memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html) + +```python +paddle.device.cuda.reset_max_memory_allocated(device) +``` + +功能不一致(Pytorch 通过调用 reset_peak_memory_stats 函数实现,重置所有 CUDA 内存分配器跟踪的峰值统计。PaddlePaddle 仅重置分配给 Tensor 的显存峰值统计),参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ |-----------------------------------------------------------------------| +| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_cached.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_cached.md new file mode 100644 index 00000000000..40e39c7dc87 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_cached.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.cuda.reset_max_memory_cached + +### [torch.cuda.reset_max_memory_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached) + +```python +torch.cuda.reset_max_memory_cached(device) +``` + +### [paddle.device.cuda.reset_max_memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html) + +```python +paddle.device.cuda.reset_max_memory_reserved(device) +``` + +功能不一致(Pytorch 目前已弃用该函数。类似函数通过调用 reset_peak_memory_stats 函数实现,重置所有 CUDA 内存分配器跟踪的峰值统计。PaddlePaddle 仅重置由 Allocator 管理的显存峰值统计),参数完全一致(PyTorch 参数是 PaddlePaddle 参数子集),具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ |-----------------------------------------------------------------------| +| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.set_stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.set_stream.md new file mode 100644 index 00000000000..c2ea18bae0a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.set_stream.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.cuda.set_stream + +### [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream) + +```python +torch.cuda.set_stream(stream) +``` + +### [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream) + +```python +paddle.device.set_stream(stream=None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ------------------- | +| stream | stream | 希望设置的 stream。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.stream.md new file mode 100644 index 00000000000..c1546b8116f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.stream.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.cuda.stream + +### [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) + +```python +torch.cuda.stream(stream) +``` + +### [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) + +```python +paddle.device.stream_guard(stream) +``` + +功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| stream | stream | 指定的 CUDA stream。如果为 None,则不进行 stream 流切换。Paddle 的该 API 目前仅支持动态图模式。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.diag_embed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.diag_embed.md new file mode 100644 index 00000000000..b0e965174af --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.diag_embed.md @@ -0,0 +1,24 @@ +## [ 参数完全一致 ] torch.diag_embed + +### [torch.diag_embed](https://pytorch.org/docs/stable/generated/torch.diag_embed.html) + +```python +torch.diag_embed(input, offset=0, dim1=-2, dim2=-1) +``` + +### [paddle.diag_embed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/diag_embed_cn.html) + +```python +paddle.diag_embed(input, offset=0, dim1=- 2, dim2=- 1) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | ----------------------------------------------------------------------------------------- | +| input | input | 输入变量,至少为 1D 数组,支持数据类型为 float32、float64、int32、int64。 | +| offset | offset | 从指定的二维平面中获取对角线的位置,默认值为 0,即主对角线。 | +| dim1 | dim1 | 填充对角线的二维平面的第一维,默认值为 -2。 | +| dim2 | dim2 | 填充对角线的二维平面的第二维,默认值为 -1。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.MAX.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.MAX.md new file mode 100644 index 00000000000..514964ddb35 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.MAX.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.distributed.ReduceOp.MAX + +### [torch.distributed.ReduceOp.MAX](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) + +```python +torch.distributed.ReduceOp.MAX +``` + +### [paddle.distributed.ReduceOp.MAX](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) + +```python +paddle.distributed.ReduceOp.MAX +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.MIN.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.MIN.md new file mode 100644 index 00000000000..826a39a8d10 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.MIN.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.distributed.ReduceOp.MIN + +### [torch.distributed.ReduceOp.MIN](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) + +```python +torch.distributed.ReduceOp.MIN +``` + +### [paddle.distributed.ReduceOp.MIN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) + +```python +paddle.distributed.ReduceOp.MIN +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.PRODUCT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.PRODUCT.md new file mode 100644 index 00000000000..db9ec75ecf0 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.PRODUCT.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.distributed.ReduceOp.PRODUCT + +### [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) + +```python +torch.distributed.ReduceOp.PRODUCT +``` + +### [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) + +```python +paddle.distributed.ReduceOp.PROD +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.SUM.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.SUM.md new file mode 100644 index 00000000000..8abdf62b256 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.SUM.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.distributed.ReduceOp.SUM + +### [torch.distributed.ReduceOp.SUM](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) + +```python +torch.distributed.ReduceOp.SUM +``` + +### [paddle.distributed.ReduceOp.SUM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) + +```python +paddle.distributed.ReduceOp.SUM +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.batch_isend_irecv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.batch_isend_irecv.md new file mode 100644 index 00000000000..f466399ef61 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.batch_isend_irecv.md @@ -0,0 +1,20 @@ +## [参数完全一致]torch.distributed.batch_isend_irecv + +### [torch.distributed.batch_isend_irecv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.batch_isend_irecv) + +```python +torch.distributed.batch_isend_irecv(p2p_op_list) +``` + +### [paddle.distributed.batch_isend_irecv](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distributed/communication/batch_isend_irecv.py#L134) + +```python +paddle.distributed.batch_isend_irecv(p2p_op_list) +``` + +功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| p2p_op_list | p2p_op_list | p2p 操作列表。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.get_backend.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.get_backend.md new file mode 100644 index 00000000000..18074098065 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.get_backend.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.distributed.get_backend + +### [torch.distributed.get_backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_backend) + +```python +torch.distributed.get_backend(group=None) +``` + +### [paddle.distributed.get_backend](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_backend_cn.html#get-backend) + +```python +paddle.distributed.get_backend(group=None) +``` + +其中功能一致, 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ---- | +| group | group | 指定的通信组。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.get_rank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.get_rank.md new file mode 100644 index 00000000000..30d0a8782f4 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.get_rank.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.distributed.get_rank + +### [torch.distributed.get_rank](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_rank) + +```python +torch.distributed.get_rank(group=None) +``` + +### [paddle.distributed.get_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_rank_cn.html) + +```python +paddle.distributed.get_rank(group=None) +``` + +其中功能一致, 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -------- | +| group | group | 进程组。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.get_world_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.get_world_size.md new file mode 100644 index 00000000000..edf551e9cf7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.get_world_size.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.distributed.get_world_size + +### [torch.distributed.get_world_size](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_world_size) + +```python +torch.distributed.get_world_size(group=None) +``` + +### [paddle.distributed.get_world_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_world_size_cn.html) + +```python +paddle.distributed.get_world_size(group=None) +``` + +其中功能一致, 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -------- | +| group | group | 进程组。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_available.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_available.md new file mode 100644 index 00000000000..8112fb6400c --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_available.md @@ -0,0 +1,15 @@ +## [无参数]torch.distributed.is_available + +### [torch.distributed.is_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_available) + +```python +torch.distributed.is_available() +``` + +### [paddle.distributed.is_available](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/is_available_cn.html#cn-api-paddle-distributed-is-available) + +```python +paddle.distributed.is_available() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_initialized.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_initialized.md new file mode 100644 index 00000000000..2a69704e9c2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_initialized.md @@ -0,0 +1,24 @@ +## [无参数]torch.distributed.is_initialized + +### [torch.distributed.is_initialized](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_initialized) + +```python +torch.distributed.is_initialized() +``` + +### [paddle.distributed.is_initialized](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/is_initialized_cn.html#is-initialized) + +```python +paddle.distributed.is_initialized() +``` + +两者功能一致,无参数。 + +### 转写示例 +```python +# PyTorch 写法 +torch.distributed.is_initialized() + +# Paddle 写法 +paddle.distributed.is_initialized() +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_nccl_available.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_nccl_available.md new file mode 100644 index 00000000000..f2bb6841402 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_nccl_available.md @@ -0,0 +1,15 @@ +## [无参数]torch.distributed.is_nccl_available + +### [torch.distributed.is_nccl_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available) + +```python +torch.distributed.is_nccl_available() +``` + +### [paddle.core.is_compiled_with_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159) + +```python +paddle.core.is_compiled_with_nccl() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.constraints.Constraint.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.constraints.Constraint.md new file mode 100644 index 00000000000..4a17f8e9275 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.constraints.Constraint.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.distributions.constraints.Constraint + +### [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints) + +```python +torch.distributions.constraints.Constraint() +``` + +### [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py) + +```python +paddle.distribution.constraint.Constraint() +``` + +两者功能一致,无参数,对象均使用 `check` 进行回调。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.distribution.Distribution.log_prob.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.distribution.Distribution.log_prob.md new file mode 100644 index 00000000000..094249a594d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.distribution.Distribution.log_prob.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ]torch.distributions.distribution.Distribution.log_prob + +### [torch.distributions.distribution.Distribution.log\_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob) + +```python +torch.distributions.distribution.Distribution.log_prob(value) +``` + +### [paddle.distribution.Distribution.log\_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value) + +```python +paddle.distribution.Distribution.log_prob(value) +``` + + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | ------------ | +| value | value | 输入 Tensor。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.kl.kl_divergence.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.kl.kl_divergence.md new file mode 100644 index 00000000000..cfed77b7d36 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.kl.kl_divergence.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.distributions.kl.kl_divergence + +### [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence) + +```python +torch.distributions.kl.kl_divergence(p, q) +``` + +### [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html) + +```python +paddle.distribution.kl_divergence(p, q) +``` + +功能一致,参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| p | p | 概率分布实例,继承于 Distribution 基类。| +| q | q | 概率分布实例,继承于 Distribution 基类。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.e.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.e.md new file mode 100644 index 00000000000..e20f4ce3cfb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.e.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.e + +### [torch.e](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) + +```python +torch.e +``` + +### [paddle.e](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L787) + +```python +paddle.e +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.einsum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.einsum.md new file mode 100644 index 00000000000..480e89f5e8c --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.einsum.md @@ -0,0 +1,22 @@ +## [参数完全一致]torch.einsum + +### [torch.einsum](https://pytorch.org/docs/stable/generated/torch.einsum.html#torch.einsum) + +```python +torch.einsum(equation, *operands) +``` + +### [paddle.einsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/einsum_cn.html) + +```python +paddle.einsum(equation, *operands) +``` + +其中功能一致, 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------- | ------------ | ---------- | +| equation | equation | 求和标记。 | +| operands | operands | 输入张量。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.enable_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.enable_grad.md new file mode 100644 index 00000000000..14b280cd5f8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.enable_grad.md @@ -0,0 +1,12 @@ +## [ 无参数 ]torch.enable_grad +### [torch.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html?highlight=enable_grad#torch.enable_grad) + +```python +torch.enable_grad() +``` + +### [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) + +```python +paddle.enable_grad() +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.float16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.float16.md new file mode 100644 index 00000000000..96810d8a09b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.float16.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.float16 + +### [torch.float16](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.float16 +``` + +### [paddle.float16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L30) + +```python +paddle.float16 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'float16'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.float32.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.float32.md new file mode 100644 index 00000000000..86aa1eff76d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.float32.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.float32 + +### [torch.float32](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.float32 +``` + +### [paddle.float32](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L28) + +```python +paddle.float32 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'float32'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.float64.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.float64.md new file mode 100644 index 00000000000..00f6460ee1a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.float64.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.float64 + +### [torch.float64](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.float64 +``` + +### [paddle.float64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L29) + +```python +paddle.float64 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'float64'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.ge.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.ge.md new file mode 100644 index 00000000000..93d168e2fe5 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.ge.md @@ -0,0 +1,34 @@ +## [ 参数完全一致 ]torch.ge + +### [torch.ge](https://pytorch.org/docs/stable/generated/torch.ge.html) + +```python +torch.ge(input, other, *, out) +``` + +### [paddle.greater\_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_equal_cn.html#greater-equal) + +```python +paddle.greater_equal(x, y) +``` + +PyTorch 相比 Paddle 支持更多其他参数,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | --------------------------- | +| input | x | 输入 Tensor,仅参数名不一致。 | +| other | y | 输入 Tensor,仅参数名不一致。 | +| out | - | 表示输出的 Tensor ,Paddle 无此参数,需要转写。 | + +### 转写示例 + +#### out 参数:指定输出 +``` python +# PyTorch 写法: +torch.ge(x, y, out=out) + +# Paddle 写法: +paddle.assign(paddle.greater_equal(x, y), out) +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.get_default_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.get_default_device.md new file mode 100644 index 00000000000..757a680e1c9 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.get_default_device.md @@ -0,0 +1,15 @@ +## [无参数]torch.get_default_device + +### [torch.get_default_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device) + +```python +torch.get_default_device() +``` + +### [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) + +```python +paddle.device.get_device() +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.get_default_dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.get_default_dtype.md new file mode 100644 index 00000000000..69a87deeceb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.get_default_dtype.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.get_default_dtype + +### [torch.get_default_dtype](https://pytorch.org/docs/stable/generated/torch.get_default_dtype.html#torch-get-default-dtype) + +```python +torch.get_default_dtype() +``` + +### [paddle.get_default_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/get_default_dtype_cn.html#get-default-dtype) + +```python +paddle.get_default_dtype() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.iinfo.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.iinfo.md new file mode 100644 index 00000000000..64dc415e48f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.iinfo.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.iinfo + +### [torch.iinfo](https://pytorch.org/docs/stable/type_info.html#torch-iinfo) + +```python +torch.iinfo(type) +``` + +### [paddle.iinfo](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/iinfo_cn.html) + +```python +paddle.iinfo(dtype) +``` + +paddle 参数和 torch 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------- | ------------ | -------------------------------- | +| type | dtype | 输入的数据类型,仅参数名不一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.inf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.inf.md new file mode 100644 index 00000000000..fcdebcc2c94 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.inf.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.inf + +### [torch.inf](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) + +```python +torch.inf +``` + +### [paddle.inf](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L784) + +```python +paddle.inf +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int16.md new file mode 100644 index 00000000000..ec6593936aa --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int16.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.int16 + +### [torch.int16](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.int16 +``` + +### [paddle.int16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L24) + +```python +paddle.int16 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'int16'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int32.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int32.md new file mode 100644 index 00000000000..c32c77826e7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int32.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.int32 + +### [torch.int32](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.int32 +``` + +### [paddle.int32](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L25) + +```python +paddle.int32 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'int32'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int64.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int64.md new file mode 100644 index 00000000000..bba9a6c101e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int64.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.int64 + +### [torch.int64](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.int64 +``` + +### [paddle.int64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L26) + +```python +paddle.int64 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'int64'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int8.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int8.md new file mode 100644 index 00000000000..814cb2da216 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.int8.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.int8 + +### [torch.int8](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.int8 +``` + +### [paddle.int8](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L23) + +```python +paddle.int8 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'int8'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.is_grad_enabled.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.is_grad_enabled.md new file mode 100644 index 00000000000..2ecf914b558 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.is_grad_enabled.md @@ -0,0 +1,15 @@ +## [无参数]torch.is_grad_enabled + +### [torch.is_grad_enabled](https://pytorch.org/docs/stable/generated/torch.is_grad_enabled.html?highlight=torch+is_grad_enabled#torch.is_grad_enabled) + +```python +torch.is_grad_enabled() +``` + +### [paddle.is_grad_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_grad_enabled_cn.html#is-grad-enabled) + +```python +paddle.is_grad_enabled() +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.is_inference.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.is_inference.md new file mode 100644 index 00000000000..575f9939c89 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.is_inference.md @@ -0,0 +1,25 @@ +## [ 无参数 ]torch.is_inference + +### [torch.is_inference]() + +```python +torch.is_inference(input) +``` + +### [paddle.Tensor.stop_gradient]() + +```python +paddle.Tensor.stop_gradient +``` + +两者功能一致,无参数。 `is_inference` 会强制关闭梯度记录。并且不能在中途设置梯度,而 `stop_gradient` 仅为停止计算该算子梯度,可在中途重新设为 `True` ,`Paddle` 为近似实现。 + +### 转写示例 + +```python +# PyTorch 写法 +torch.is_inference(x) + +# Paddle 写法 +x.stop_gradient +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.manual_seed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.manual_seed.md new file mode 100644 index 00000000000..2d81cba98bc --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.manual_seed.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.manual_seed + +### [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) + +```python +torch.manual_seed(seed) +``` + +### [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) + +```python +paddle.seed(seed) +``` + +两者参数和用法完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| seed | seed | 要设置的的随机种子,两者参数和用法完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nan.md new file mode 100644 index 00000000000..f3c0dc04507 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nan.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.nan + +### [torch.nan](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) + +```python +torch.nan +``` + +### [paddle.nan](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L785) + +```python +paddle.nan +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.newaxis.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.newaxis.md new file mode 100644 index 00000000000..b72e992aa90 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.newaxis.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.newaxis + +### [torch.newaxis](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1814) + +```python +torch.newaxis + +``` + +### [paddle.newaxis](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L783) + +```python +paddle.newaxis +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.AdaptiveAvgPool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.AdaptiveAvgPool1d.md new file mode 100644 index 00000000000..1497c4b143e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.AdaptiveAvgPool1d.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.nn.AdaptiveAvgPool1d + +### [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html) + +```python +torch.nn.AdaptiveAvgPool1d(output_size) +``` + +### [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d) + +```python +paddle.nn.AdaptiveAvgPool1D(output_size, name=None) +``` + +两者功能一致,参数完全一致。 + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| output_size | output_size | 表示输出 Tensor 的 size 。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.HuberLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.HuberLoss.md new file mode 100644 index 00000000000..5d287e7f1f8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.HuberLoss.md @@ -0,0 +1,22 @@ +## [参数完全一致]torch.nn.HuberLoss + +### [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss) + +```python +torch.nn.HuberLoss(reduction='mean', delta=1.0) +``` + +### [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html) + +```python +paddle.nn.SmoothL1Loss(reduction='mean', delta=1.0, name=None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| --------- | ------------ | ------------------------------ | +| reduction | reduction | 指定应用于输出结果的计算方式。 | +| delta | delta | 损失的阈值参数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Identity.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Identity.md new file mode 100644 index 00000000000..0a256b1ae27 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Identity.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.nn.Identity +### [torch.nn.Identity](https://pytorch.org/docs/stable/generated/torch.nn.Identity.html#identity) + +```python +torch.nn.Identity(*args, **kwargs) +``` + +### [paddle.nn.Identity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Identity_cn.html#cn-api-paddle-nn-layer-common-identity) + +```python +paddle.nn.Identity(*args, **kwargs) +``` + +两者功能一致,参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ---------- | ------------ | ------------------------------------ | +| args | args | 任意的参数 | +|kwargs | kwargs | 任意的关键字参数 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.LogSigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.LogSigmoid.md new file mode 100644 index 00000000000..352776fe8fc --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.LogSigmoid.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.nn.LogSigmoid + +### [torch.nn.LogSigmoid](https://pytorch.org/docs/stable/generated/torch.nn.LogSigmoid.html) + +```python +torch.nn.LogSigmoid(*args, **kwargs) +``` + +### [paddle.nn.LogSigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/LogSigmoid_cn.html#logsigmoid) + +```python +paddle.nn.LogSigmoid(name=None) +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.apply.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.apply.md new file mode 100644 index 00000000000..41f5d621ceb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.apply.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.nn.Module.apply + +### [torch.nn.Module.apply](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+apply#torch.nn.Module.apply) + +```python +torch.nn.Module.apply(fn) +``` + +### [paddle.nn.Layer.apply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) + +```python +paddle.nn.Layer.apply(fn) +``` + +两者功能一致,参数完全一致。 + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----- | ---------- | ------------------------ | +| fn | fn | 表示应用于每个模块的函数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.children.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.children.md new file mode 100644 index 00000000000..7ae406dcfd3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.children.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.nn.Module.children + +### [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children) + +```python +torch.nn.Module.children() +``` + +### [paddle.nn.Layer.children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#children) + +```python +paddle.nn.Layer.children() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.eval.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.eval.md new file mode 100644 index 00000000000..ee353d06b07 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.eval.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.nn.Module.eval + +### [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval) + +```python +torch.nn.Module.eval() +``` + +### [paddle.nn.Layer.eval](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#eval) + +```python +paddle.nn.Layer.eval() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.named_children.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.named_children.md new file mode 100644 index 00000000000..cdac50af2a8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.named_children.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.nn.Module.named_children + +### [torch.nn.Module.named_children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_children) + +```python +torch.nn.Module.named_children() +``` + +### [paddle.nn.Layer.named_children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-children) + +```python +paddle.nn.Layer.named_children() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.train.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.train.md new file mode 100644 index 00000000000..ef6d1e43cb3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.train.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.nn.Module.train + +### [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train) + +```python +torch.nn.Module.train() +``` + +### [paddle.nn.Layer.train](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#train) + +```python +paddle.nn.Layer.train() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Sigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Sigmoid.md new file mode 100644 index 00000000000..77797d8079d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Sigmoid.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.nn.Sigmoid + +### [torch.nn.Sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Sigmoid.html) + +```python +torch.nn.Sigmoid(*args, **kwargs) +``` + +### [paddle.nn.Sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Sigmoid_cn.html#sigmoid) + +```python +paddle.nn.Sigmoid(name=None) +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Softplus.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Softplus.md new file mode 100644 index 00000000000..217e96558cb --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Softplus.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ] torch.nn.Softplus + +### [torch.nn.Softplus](https://pytorch.org/docs/stable/generated/torch.nn.Softplus.html) + +```python +torch.nn.Softplus(beta=1, threshold=20) +``` + +### [paddle.nn.Softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Softplus_cn.html) + +```python +paddle.nn.Softplus(beta=1, threshold=20, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| beta | beta | Softplus 公式的 beta 值。 | +| threshold | threshold | 恢复线性公式的阈值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Softsign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Softsign.md new file mode 100644 index 00000000000..633fc2daaf2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Softsign.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.nn.Softsign + +### [torch.nn.Softsign](https://pytorch.org/docs/stable/generated/torch.nn.Softsign.html) + +```python +torch.nn.Softsign(*args, **kwargs) +``` + +### [paddle.nn.Softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Softsign_cn.html) + +```python +paddle.nn.Softsign(name=None) +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Tanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Tanh.md new file mode 100644 index 00000000000..656a1323a5a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Tanh.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.nn.Tanh + +### [torch.nn.Tanh](https://pytorch.org/docs/stable/generated/torch.nn.Tanh.html) + +```python +torch.nn.Tanh(*args, **kwargs) +``` + +### [paddle.nn.Tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Tanh_cn.html) + +```python +paddle.nn.Tanh(name=None) +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Tanhshrink.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Tanhshrink.md new file mode 100644 index 00000000000..3bf82caac8e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Tanhshrink.md @@ -0,0 +1,15 @@ +## [ 无参数 ] torch.nn.Tanhshrink + +### [torch.nn.Tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.Tanhshrink.html) + +```python +torch.nn.Tanhshrink(*args, **kwargs) +``` + +### [paddle.nn.Tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Tanhshrink_cn.html) + +```python +paddle.nn.Tanhshrink(name=None) +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.TransformerDecoder.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.TransformerDecoder.md new file mode 100644 index 00000000000..1c255b44149 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.TransformerDecoder.md @@ -0,0 +1,23 @@ +## [参数完全一致]torch.nn.TransformerDecoder + +### [torch.nn.TransformerDecoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoder.html#transformerdecoder) + +```python +torch.nn.TransformerDecoder(decoder_layer, num_layers, norm=None) +``` + +### [paddle.nn.TransformerDecoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoder_cn.html) + +```python +paddle.nn.TransformerDecoder(decoder_layer, num_layers, norm=None) +``` + +其中功能一致, 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------------------- | ------------- | ------------------------------------------ | +| decoder_layer | decoder_layer | TransformerDecoderLayer 的一个实例。 | +| num_layers | num_layers | TransformerDecoderLayer 层的叠加数量。 | +| norm | norm | 层标准化(Layer Normalization)。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.TripletMarginWithDistanceLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.TripletMarginWithDistanceLoss.md new file mode 100644 index 00000000000..500386dd973 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.TripletMarginWithDistanceLoss.md @@ -0,0 +1,24 @@ +## [ 参数完全一致 ] torch.nn.TripletMarginWithDistanceLoss + +### [torch.nn.TripletMarginWithDistanceLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginWithDistanceLoss.html) + +```python +torch.nn.TripletMarginWithDistanceLoss(*, distance_function=None, margin=1.0, swap=False, reduction='mean') +``` + +### [paddle.nn.TripletMarginWithDistanceLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/TripletMarginWithDistanceLoss_cn.html#tripletmarginwithdistanceloss) + +```python +paddle.nn.TripletMarginWithDistanceLoss(distance_function=None, margin: float = 1.0, swap: bool = False, reduction: str = 'mean', name: str = None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------------- | ------------ | ---------------------------------------------- | +| distance_function | distance_function | 手动指定范数,参数完全一致。 | +| margin | margin | 手动指定间距,参数完全一致。 | +| swap | swap | 默认为 False。 | +| reduction | reduction | 指定应用于输出结果的计算方式,参数完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.init.calculate_gain.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.init.calculate_gain.md new file mode 100644 index 00000000000..caf41fc41ca --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.init.calculate_gain.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ] torch.nn.init.calculate_gain + +### [torch.nn.init.calculate_gain](https://pytorch.org/docs/stable/nn.init.html?highlight=gain#torch.nn.init.calculate_gain) + +```python +torch.nn.init.calculate_gain(nonlinearity, param=None) +``` + +### [paddle.nn.initializer.calculate_gain](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/calculate_gain_cn.html) + +```python +paddle.nn.initializer.calculate_gain(nonlinearity, param=None) +``` + +两者参数和用法完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| nonlinearity | nonlinearity | 非线性激活函数的名称,两者参数和用法完全一致。 | +| param | param | 某些激活函数的参数,默认为 None,两者参数和用法完全一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.clip_grad_norm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.clip_grad_norm_.md new file mode 100644 index 00000000000..c36f2598667 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.clip_grad_norm_.md @@ -0,0 +1,31 @@ +## [ 参数完全一致 ]torch.nn.utils.clip_grad_norm_ +### [torch.nn.utils.clip_grad_norm_](https://pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_norm_.html?highlight=clip_grad_norm_#torch.nn.utils.clip_grad_norm_) + +```python +torch.nn.utils.clip_grad_norm_(parameters, + max_norm, + norm_type=2.0, + error_if_nonfinite=False, + foreach=None) +``` + +### [paddle.nn.utils.clip_grad_norm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_norm__cn.html) + +```python +paddle.nn.utils.clip_grad_norm_(parameters, + max_norm, + norm_type=2.0, + error_if_nonfinite=False) +``` + +paddle 参数和 torch 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | -------------------------------------- | +| parameters | parameters | 需要参与梯度裁剪的一个 Tensor 或者多个 Tensor。 | +| max_norm | max_norm | 梯度的最大范数。 | +| norm_type | norm_type | 所用 p-范数类型。可以是无穷范数的`inf`。 | +| error_if_nonfinite | error_if_nonfinite | 如果为 True,且如果来自:attr:parameters`的梯度的总范数为`nan、inf`或-inf`,则抛出错误。 | +| foreach | - | 是否使用优化器的 foreach 实现。Paddle 无此参数,一般对网络训练结果影响不大,可直接删除 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.clip_grad_value_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.clip_grad_value_.md new file mode 100644 index 00000000000..6b73fa219c8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.clip_grad_value_.md @@ -0,0 +1,25 @@ +## [ 参数完全一致 ]torch.nn.utils.clip_grad_value_ +### [torch.nn.utils.clip_grad_value_](https://pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_value_.html?highlight=clip_grad_value_#torch.nn.utils.clip_grad_value_) + +```python +torch.nn.utils.clip_grad_value_(parameters, + clip_value, + foreach=None) +``` + +### [paddle.nn.utils.clip_grad_value_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_value__cn.html) + +```python +paddle.nn.utils.clip_grad_value_(parameters, + clip_value) +``` + +paddle 参数和 torch 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | -------------------------------------- | +| parameters | parameters | 需要参与梯度裁剪的一个 Tensor 或者多个 Tensor。 | +| clip_value | clip_value | 裁剪的指定值(非负数)。 | +| foreach | - | 是否使用优化器的 foreach 实现。Paddle 无此参数,一般对网络训练结果影响不大,可直接删除 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.parameters_to_vector.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.parameters_to_vector.md new file mode 100644 index 00000000000..7b0caf0defe --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.parameters_to_vector.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.nn.utils.parameters_to_vector + +### [torch.nn.utils.parameters_to_vector](https://pytorch.org/docs/stable/generated/torch.nn.utils.parameters_to_vector.html#torch-nn-utils-parameters-to-vector) + +```python +torch.nn.utils.parameters_to_vector(parameters) +``` + +### [paddle.nn.utils.parameters_to_vector](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/parameters_to_vector_cn.html#parameters-to-vector) + +```python +paddle.nn.utils.parameters_to_vector(parameters, name=None) +``` + +两者功能一致,参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------------- | ------------ | ------------------------------------------------------------- | +| parameters | parameters | 可迭代的多个 parameter。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.vector_to_parameters.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.vector_to_parameters.md new file mode 100644 index 00000000000..1cd33ec4f70 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.vector_to_parameters.md @@ -0,0 +1,22 @@ +## [ 参数完全一致 ]torch.nn.utils.vector_to_parameters + +### [torch.nn.utils.vector_to_parameters](https://pytorch.org/docs/stable/generated/torch.nn.utils.vector_to_parameters.html#torch-nn-utils-vector-to-parameters) + +```python +torch.nn.utils.vector_to_parameters(vec, parameters) +``` + +### [paddle.nn.utils.vector_to_parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/vector_to_parameters_cn.html#vector-to-parameters) + +```python +paddle.nn.utils.vector_to_parameters(vec, parameters, name=None) +``` + +两者功能一致,参数用法一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------------- | ------------ | ------------------------------------------------------------- | +| vec | vec | 一个 1-D Tensor,它将被切片并复制到输入参数(input parameters)中。 | +| parameters | parameters | 可迭代的多个 parameter。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.numel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.numel.md new file mode 100644 index 00000000000..48870a16b1e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.numel.md @@ -0,0 +1,23 @@ +## [ 无参数 ]torch.numel +### [torch.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel) + +```python +torch.numel(input) +``` + +### [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/guides/beginner/tensor_cn.html#tensor-shape) + +```python +paddle.Tensor.size +``` + +两者功能一致,均无参数。 + +### 转写示例 +```python +# PyTorch 写法 +torch.numel(x) + +# Paddle 写法 +x.size +``` diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.add_param_group.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.add_param_group.md new file mode 100644 index 00000000000..28c7cefb01b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.add_param_group.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.optim.Optimizer.add_param_group + +### [torch.optim.Optimizer.add_param_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group) + +```python +torch.optim.Optimizer.add_param_group(param_group) +``` + +### [paddle.optimizer.Optimizer._add_param_group]() + +```python +paddle.optimizer.Optimizer._add_param_group(param_group) +``` + +参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------ | ------------ | ------------------------------------------------------------------- | +| param_group | param_group | 被添加的参数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.load_state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.load_state_dict.md new file mode 100644 index 00000000000..26d0b119353 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.load_state_dict.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.optim.Optimizer.load_state_dict + +### [torch.optim.Optimizer.load_state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict) + +```python +torch.optim.Optimizer.load_state_dict(state_dict) +``` + +### [paddle.optimizer.Optimizer.load_state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) + +```python +paddle.optimizer.Optimizer.load_state_dict(state_dict) +``` + +两者功能一致,参数完全一致。 + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------- | ---------- | ---------------- | +| state_dict | state_dict | 表示优化器的状态。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.state_dict.md new file mode 100644 index 00000000000..0f741b30cfa --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.state_dict.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.optim.Optimizer.state_dict + +### [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict) + +```python +torch.optim.Optimizer.state_dict() +``` + +### [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) + +```python +paddle.optimizer.Optimizer.state_dict() +``` + +两者功能一致,均无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.pi.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.pi.md new file mode 100644 index 00000000000..c378839ba68 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.pi.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.pi + +### [torch.pi](https://github.com/pytorch/pytorch) + +```python +torch.pi +``` + +### [paddle.pi](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L786) + +```python +paddle.pi +``` + +功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.set_default_dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.set_default_dtype.md new file mode 100644 index 00000000000..69e92944b56 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.set_default_dtype.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.set_default_dtype + +### [torch.set_default_dtype](https://pytorch.org/docs/stable/generated/torch.set_default_dtype.html) + +```python +torch.set_default_dtype(d) +``` + +### [paddle.set_default_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html) + +```python +paddle.set_default_dtype(d) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | ----------------------------------------------------------------------------------------- | +| d | d | 全局默认数据类型,torch 支持 float32 和 float64,paddle 支持 bfloat16、float16、float32 和 float64。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.t.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.t.md new file mode 100644 index 00000000000..7adc9490d58 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.t.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ] torch.t + +### [torch.t](https://pytorch.org/docs/stable/generated/torch.t.html) + +```python +torch.t(input) +``` + +### [paddle.t](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/t_cn.html) + +```python +paddle.t(input, name=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | --------------------------- | +| input | input | 要转置的矩阵,维度不大于 2。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.unit8.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.unit8.md new file mode 100644 index 00000000000..f535ce0ac84 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.unit8.md @@ -0,0 +1,16 @@ +## [ 无参数 ]torch.uint8 + +### [torch.uint8](https://github.com/pytorch/pytorch/tree/main/torch) + +```python +torch.uint8 +``` + +### [paddle.uint8](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L22) + +```python +paddle.uint8 +``` + +两者功能一致,无参数。 +注:该 API 也可直接转写为字符串形式:'uint8'。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.BuildExtension.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.BuildExtension.md new file mode 100644 index 00000000000..f73da7b8aab --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.BuildExtension.md @@ -0,0 +1,20 @@ +## [ 参数完全一致 ]torch.utils.cpp_extension.BuildExtension +### [torch.utils.cpp_extension.BuildExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=cpp_extension#torch.utils.cpp_extension.BuildExtension) + +```python +torch.utils.cpp_extension.BuildExtension(*args, **kwargs) +``` + +### [paddle.utils.cpp_extension.BuildExtension]() + +```python +paddle.utils.cpp_extension.BuildExtension(*args, **kwargs) +``` + +参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +|*args | *args | 用于指定 BuildExtension 的其他参数,支持的参数与 setuptools.command.build_ext 一致。 | +| **kwargs | **kwargs | 用于指定 BuildExtension 的其他参数,支持的参数与 setuptools.command.build_ext 一致。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.BuildExtension.with_options.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.BuildExtension.with_options.md new file mode 100644 index 00000000000..326d360a0af --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.BuildExtension.with_options.md @@ -0,0 +1,18 @@ +## [ 参数完全一致 ]torch.utils.cpp_extension.BuildExtension.with_options +### [torch.utils.cpp_extension.BuildExtension.with_options]() +```python +torch.utils.cpp_extension.BuildExtension.with_options(**options) +``` + +### [paddle.utils.cpp_extension.BuildExtension.with_options]() + +```python +paddle.utils.cpp_extension.BuildExtension.with_options(**options) +``` + +参数完全一致,具体如下: +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ | ------------------------------------------------------ | +| **options | **options | 用户自定义的选项 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.CUDA_HOME.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.CUDA_HOME.md new file mode 100644 index 00000000000..53411dc9e2c --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.CUDA_HOME.md @@ -0,0 +1,14 @@ +## [ 无参数 ]torch.utils.cpp_extension.CUDA_HOME +### [torch.utils.cpp_extension.CUDA_HOME]() + +```python +torch.utils.cpp_extension.CUDA_HOME +``` + +### [paddle.utils.cpp_extension.cpp_extension.CUDA_HOME]() + +```python +paddle.utils.cpp_extension.cpp_extension.CUDA_HOME +``` + +无参数,查找本地 cuda 的安装路径。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ChainDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ChainDataset.md new file mode 100644 index 00000000000..ad8d382c43d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ChainDataset.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.utils.data.ChainDataset + +### [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset) + +```python +torch.utils.data.ChainDataset(datasets) +``` + +### [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html) + +```python +paddle.io.ChainDataset(datasets) +``` + +paddle 参数和 torch 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | ------------------------------------- | +| datasets | datasets | 待级联的多个数据集 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ConcatDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ConcatDataset.md new file mode 100644 index 00000000000..49f30b92891 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ConcatDataset.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.utils.data.ConcatDataset + +### [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset) + +```python +torch.utils.data.ConcatDataset(datasets) +``` + +### [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html) + +```python +paddle.io.ConcatDataset(datasets) +``` + +paddle 参数和 torch 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| -------- | ------------ | ------------------ | +| datasets | datasets | 待拼接的数据集序列 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Dataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Dataset.md new file mode 100644 index 00000000000..6b0ae08c8b3 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Dataset.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torch.utils.data.Dataset + +### [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) + +```python +torch.utils.data.Dataset() +``` + +### [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) + +```python +paddle.io.Dataset() +``` + +功能一致,参数完全一致 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.IterableDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.IterableDataset.md new file mode 100644 index 00000000000..c0f7894e9c2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.IterableDataset.md @@ -0,0 +1,15 @@ +## [无参数]torch.utils.data.IterableDataset + +### [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset) + +```python +torch.utils.data.IterableDataset() +``` + +### [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset) + +```python +paddle.io.IterableDataset() +``` + +无参数,二者都为可迭代数据集的基类。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.RandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.RandomSampler.md new file mode 100644 index 00000000000..36902daceb2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.RandomSampler.md @@ -0,0 +1,24 @@ +## [ 参数完全一致 ] torch.utils.data.RandomSampler + +### [torch.utils.data.RandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.RandomSampler) + +```python +torch.utils.data.RandomSampler(data_source, replacement=False, num_samples=None, generator=None) +``` + +### [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler) + +```python +paddle.io.RandomSampler(data_source, replacement=False, num_samples=None, generator=None) +``` + +两者参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | -------------------------------------------------------------------- | +| data_source | data_source | Dataset 或 IterableDataset 的一个子类实例或实现了 `__len__` 的 Python 对象。 | +| replacement | replacement | 如果为 False 则会采样整个数据集。 | +| num_samples | num_samples | 按此参数采集对应的样本数。 | +| generator | generator | 指定采样 data_source 的采样器。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Sampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Sampler.md new file mode 100644 index 00000000000..bdb5019b13f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Sampler.md @@ -0,0 +1,21 @@ +## [参数完全一致]torch.utils.data.Sampler + +### [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler) + +```python +torch.utils.data.Sampler(data_source) +``` + +### [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html) + +```python +paddle.io.Sampler(data_source) +``` + +paddle 参数和 torch 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | -------------------------------------- | +| data_source | data_source | Dataset 或者 IterableDataset 的子类实现。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.SequentialSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.SequentialSampler.md new file mode 100644 index 00000000000..59c6da3785d --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.SequentialSampler.md @@ -0,0 +1,21 @@ +## [ 参数完全一致 ]torch.utils.data.SequentialSampler + +### [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html) + +```python +torch.utils.data.SequentialSampler(data_source) +``` + +### [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler) + +```python +paddle.io.SequenceSampler(data_source) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | -- | +| data_source | data_source | Dataset 或 IterableDataset 的一个子类实例或实现了 `__len__` 的 Python 对象。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Subset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Subset.md new file mode 100644 index 00000000000..3290a99b5f0 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Subset.md @@ -0,0 +1,22 @@ +## [参数完全一致]torch.utils.data.Subset + +### [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset) + +```python +torch.utils.data.Subset(dataset, indices) +``` + +### [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html) + +```python +paddle.io.Subset(dataset, indices) +``` + +paddle 参数和 torch 参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ---------- | ----------- | ------------------------------------- | +| dataset | dataset | 原数据集 | +| indices | indices | 用于提取子集的原数据集合指标数组 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.WeightedRandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.WeightedRandomSampler.md new file mode 100644 index 00000000000..b64daa8a6ef --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.WeightedRandomSampler.md @@ -0,0 +1,29 @@ +## [参数完全一致] torch.utils.data.WeightedRandomSampler + +### [torch.utils.data.WeightedRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.WeightedRandomSampler) + +```python +torch.utils.data.WeightedRandomSampler(weights, + num_samples, + replacement=True, + generator=None) +``` + +### [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler) + +```python +paddle.io.WeightedRandomSampler(weights, + num_samples, + replacement=True) +``` + +两者参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ----------- | ------------ | -------------------------------------------------------------------- | +| weights | weights | 权重序列,需要时 numpy 数组, paddle.Tensor, list 或者 tuple 类型。 | +| num_samples | num_samples | 采样样本数。 | +| replacement | replacement | 是否采用有放回的采样。 | +| generator | - | Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.get_worker_info.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.get_worker_info.md new file mode 100644 index 00000000000..14c581f12cf --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.get_worker_info.md @@ -0,0 +1,15 @@ +## [无参数]torch.utils.data.get_worker_info + +### [torch.utils.data.get_worker_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info) + +```python +torch.utils.data.get_worker_info() +``` + +### [paddle.io.get_worker_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info) + +```python +paddle.io.get_worker_info() +``` + +两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.random_split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.random_split.md new file mode 100644 index 00000000000..9baa9243a7b --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.random_split.md @@ -0,0 +1,26 @@ +## [ 参数完全一致 ]torch.utils.data.random_split +### [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split) + +```python +torch.utils.data.random_split(dataset, + lengths, + generator=) +``` + +### [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html) + +```python +paddle.io.random_split(dataset, + lengths, + generator=None) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| PyTorch | PaddlePaddle | 备注 | +| ------------- | ------------ |---------------------------------------------------------------------| +| dataset | dataset | 表示可迭代数据集。 | +| lengths | lengths | 可为子集合长度列表,列表总和为原数组长度。也可为子集合所占比例列表,列表总和为 1.0。 | +| generator | generator | 指定采样 data_source 的采样器。默认值为 None。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.ops.RoIPool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.ops.RoIPool.md new file mode 100644 index 00000000000..4cf4d5b1a2e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.ops.RoIPool.md @@ -0,0 +1,22 @@ +## [参数完全一致]torchvision.ops.RoIPool + +### [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html) + +```python +torchvision.ops.RoIPool(output_size: None, spatial_scale: float) +``` + +### [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html) + +```python +paddle.vision.ops.RoIPool(output_size, spatial_scale=1.0) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| ------------------------------------- | ------------------ | -------- | +| output_size | output_size | 池化后输出的尺寸。| +| spatial_scale | spatial_scale | 空间比例因子。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transform.functional.pad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transform.functional.pad.md new file mode 100644 index 00000000000..4c54f6111f7 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transform.functional.pad.md @@ -0,0 +1,34 @@ +## [参数完全一致]torchvision.transforms.functional.pad + +### [torchvision.transforms.functional.pad](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.pad.html) + +```python +torchvision.transforms.functional.pad( + img: Union[PIL.Image.Image, torch.Tensor], + padding: Union[int, List[int], Tuple[int, ...]], + fill: Union[int, List[int], Tuple[int, ...]] = 0, + padding_mode: Literal['constant', 'edge', 'reflect', 'symmetric'] = 'constant' +) +``` + +### [paddle.vision.transforms.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/pad_cn.html) + +```python +paddle.vision.transforms.pad( + img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], + padding: Union[int, List[int], Tuple[int, ...]], + fill: Union[int, List[int], Tuple[int, ...]] = 0, + padding_mode: Literal['constant', 'edge', 'reflect', 'symmetric'] = 'constant' +) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle| 备注 | +| ---------------- | ---------------------------------------------------- | ------------------------------------------------------------ | +| img | img | 被填充的图像。| +| padding | padding | 在图像边界上进行填充的范围。 | +| fill | fill | 用于填充的像素值。 | +| padding_mode | padding_mode | 填充模式。| diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.Compose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.Compose.md new file mode 100644 index 00000000000..9f7673db411 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.Compose.md @@ -0,0 +1,25 @@ +## [参数完全一致]torchvision.transforms.Compose + +### [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html) + +```python +torchvision.transforms.Compose( + transforms: List[Transform] +) +``` + +### [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html) + +```python +paddle.vision.transforms.Compose( + transforms: Union[List[Transform], Tuple[Transform, ...]] +) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| ------------------- | ------------------------ | ---------------------------------------- | +| transforms | transforms | 用于组合的数据预处理接口实例列表。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BICUBIC.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BICUBIC.md new file mode 100644 index 00000000000..98ca3ce29a2 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BICUBIC.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torchvision.transforms.InterpolationMode.BICUBIC + +### [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) + +```python +torchvision.transforms.InterpolationMode.BICUBIC +``` + +### ['bicubic']() + +```python +'bicubic' +``` + +枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BILINEAR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BILINEAR.md new file mode 100644 index 00000000000..ee2ae73a4a9 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BILINEAR.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torchvision.transforms.InterpolationMode.BILINEAR + +### [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) + +```python +torchvision.transforms.InterpolationMode.BILINEAR +``` + +### ['bilinear']() + +```python +'bilinear' +``` + +枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BOX.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BOX.md new file mode 100644 index 00000000000..808f1c2e5b1 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BOX.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torchvision.transforms.InterpolationMode.BOX + +### [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) + +```python +torchvision.transforms.InterpolationMode.BOX +``` + +### ['box']() + +```python +'box' +``` + +枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.HAMMING.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.HAMMING.md new file mode 100644 index 00000000000..c29b69cf3bf --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.HAMMING.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torchvision.transforms.InterpolationMode.HAMMING + +### [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) + +```python +torchvision.transforms.InterpolationMode.HAMMING +``` + +### ['hamming']() + +```python +'hamming' +``` + +枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.LANCZOS.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.LANCZOS.md new file mode 100644 index 00000000000..4551de8acd5 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.LANCZOS.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torchvision.transforms.InterpolationMode.LANCZOS + +### [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) + +```python +torchvision.transforms.InterpolationMode.LANCZOS +``` + +### ['lanczos']() + +```python +'lanczos' +``` + +枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST.md new file mode 100644 index 00000000000..437300f96f8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torchvision.transforms.InterpolationMode.NEAREST + +### [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) + +```python +torchvision.transforms.InterpolationMode.NEAREST +``` + +### ['nearest']() + +```python +'nearest' +``` + +枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md new file mode 100644 index 00000000000..f9525451642 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md @@ -0,0 +1,15 @@ +## [ 无参数 ]torchvision.transforms.InterpolationMode.NEAREST_EXACT + +### [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) + +```python +torchvision.transforms.InterpolationMode.NEAREST_EXACT +``` + +### ['nearest_exact']() + +```python +'nearest_exact' +``` + +枚举对应到字符串,两者功能一致,无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_brightness.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_brightness.md new file mode 100644 index 00000000000..1e6ab740237 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_brightness.md @@ -0,0 +1,25 @@ +## [参数完全一致]torchvision.transforms.functional.adjust_brightness + +### [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html) + +```python +torchvision.transforms.functional.adjust_brightness(img: Tensor, brightness_factor: float) +``` + +### [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html) + +```python +paddle.vision.transforms.adjust_brightness( + img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], + brightness_factor: float +) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| --------------------- | ----------------- | --------------------- | +| img | img | 输入的图像。 | +| brightness_factor | brightness_factor | 调整亮度的因子。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_contrast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_contrast.md new file mode 100644 index 00000000000..4ef4ae27a8f --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_contrast.md @@ -0,0 +1,25 @@ +## [参数完全一致]torchvision.transforms.functional.adjust_contrast + +### [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html) + +```python +torchvision.transforms.functional.adjust_contrast(img: Tensor, contrast_factor: float) +``` + +### [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html) + +```python +paddle.vision.transforms.adjust_contrast( + img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], + contrast_factor: float +) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| --------------------- | ----------------- | ---------------------------------------- | +| img | img | 输入的图像。 | +| contrast_factor | contrast_factor | 调整对比度的因子。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_hue.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_hue.md new file mode 100644 index 00000000000..af252951a0e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_hue.md @@ -0,0 +1,25 @@ +## [参数完全一致]torchvision.transforms.functional.adjust_hue + +### [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html) + +```python +torchvision.transforms.functional.adjust_hue(img: Tensor, hue_factor: float) +``` + +### [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html) + +```python +paddle.vision.transforms.adjust_hue( + img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], + hue_factor: float +) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| --------------------- | ----------------- | ---------------------------------------- | +| img | img | 输入的图像。 | +| hue_factor | hue_factor | 调整色调的因子。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.center_crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.center_crop.md new file mode 100644 index 00000000000..2545d161741 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.center_crop.md @@ -0,0 +1,25 @@ +## [参数完全一致]torchvision.transforms.functional.center_crop + +### [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html) + +```python +torchvision.transforms.functional.center_crop(img: Tensor, output_size: List[int]) +``` + +### [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html) + +```python +paddle.vision.transforms.center_crop( + img: Union[PIL.Image.Image, paddle.Tensor, np.ndarray], + output_size: List[int] +) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| ------------- | ------------- | ---------------- | +| img | img | 输入图片。 | +| output_size | output_size | 输出尺寸。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.crop.md new file mode 100644 index 00000000000..68073261a5e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.crop.md @@ -0,0 +1,37 @@ +## [参数完全一致]torchvision.transforms.functional.crop + +### [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html) + +```python +torchvision.transforms.functional.crop( + img: Union[PIL.Image.Image, torch.Tensor], + top: int, + left: int, + height: int, + width: int +) +``` + +### [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html) + +```python +paddle.vision.transforms.crop( + img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor], + top: int, + left: int, + height: int, + width: int +) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| ----------- | ------------ | ---------------------------- | +| img | img | 输入图片。 | +| top | top | 要裁剪的矩形框左上方的坐标点的垂直方向的值。 | +| left | left | 要裁剪的矩形框左上方的坐标点的水平方向的值。 | +| height | height | 要裁剪的矩形框的高度值。 | +| width | width | 要裁剪的矩形框的宽度值。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.erase.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.erase.md new file mode 100644 index 00000000000..120ab0d51ea --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.erase.md @@ -0,0 +1,43 @@ +## [参数完全一致]torchvision.transforms.functional.erase + +### [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase) + +```python +torchvision.transforms.functional.erase( + img: Tensor, + i: int, + j: int, + h: int, + w: int, + v: Tensor, + inplace: bool = False +) +``` + +### [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html) + +```python +paddle.vision.transforms.erase( + img: Union[paddle.Tensor, np.ndarray, PIL.Image.Image], + i: int, + j: int, + h: int, + w: int, + v: Union[paddle.Tensor, np.ndarray], + inplace: bool = False +) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| ----------- | --------------- | ------------------------------------------------------------ | +| img | img | 输入图片。 | +| i | i | 擦除区域左上角的纵坐标。 | +| j | j | 擦除区域左上角的横坐标。 | +| h | h | 擦除区域的高度。 | +| w | w | 擦除区域的宽度。 | +| v | v | 替换擦除区域中像素的值。 | +| inplace | inplace | 是否进行原地操作。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.hflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.hflip.md new file mode 100644 index 00000000000..b8487dc9338 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.hflip.md @@ -0,0 +1,25 @@ +## [参数完全一致]torchvision.transforms.functional.hflip + +### [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html) + +```python +torchvision.transforms.functional.hflip( + img: Union[PIL.Image.Image, torch.Tensor] +) +``` + +### [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html) + +```python +paddle.vision.transforms.hflip( + img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor] +) +``` + +两者功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| ----------- | ------------ | ----------- | +| img | img | 输入图像。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.to_grayscale.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.to_grayscale.md new file mode 100644 index 00000000000..92707f7a989 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.to_grayscale.md @@ -0,0 +1,26 @@ +## [参数完全一致]torchvision.transforms.functional.to_grayscale + +### [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale) + +```python +torchvision.transforms.functional.to_grayscale(img: PIL.Image.Image, + num_output_channels: int = 1) +``` + +### [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale) + +```python +paddle.vision.transforms.to_grayscale( + img: Union[PIL.Image.Image, np.ndarray], + num_output_channels: int = 1 +) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +|-------------------------- |------------------- |-------------------------- | +| img | img | 输入图像。 | +| num_output_channels | num_output_channels | 输出图像的通道数。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.vflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.vflip.md new file mode 100644 index 00000000000..bd0ec35f60a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.vflip.md @@ -0,0 +1,25 @@ +## [参数完全一致] torchvision.transforms.functional.vflip + +### [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html) + +```python +torchvision.transforms.functional.vflip( + img: Union[PIL.Image.Image, torch.Tensor] +) +``` + +### [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html) + +```python +paddle.vision.transforms.vflip( + img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor] +) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| torchvision | PaddlePaddle | 备注 | +| ----------- | --------------- | --------- | +| img | img | 输入图像。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.PreTrainedTokenizer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.PreTrainedTokenizer.md new file mode 100644 index 00000000000..cd59dfb578a --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.PreTrainedTokenizer.md @@ -0,0 +1,21 @@ +## [参数完全一致]transformers.PreTrainedTokenizer + +### [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) + +```python +transformers.PreTrainedTokenizer(**kwargs) +``` + +### [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) + +```python +paddlenlp.transformers.PretrainedTokenizer(**kwargs) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| transformers | PaddlePaddle | 备注 | +| ------------ | ------------ | ---------------------- | +| kwargs | kwargs | 预训练分词器的输入,具体用法尚未分析。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.generation.LogitsProcessorList.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.generation.LogitsProcessorList.md new file mode 100644 index 00000000000..9b280e43ab8 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.generation.LogitsProcessorList.md @@ -0,0 +1,15 @@ +## [无参数]transformers.generation.LogitsProcessorList + +### [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList) + +```python +transformers.generation.LogitsProcessorList() +``` + +### [paddlenlp.generation.LogitsProcessorList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/bloom/processor.py#L24) + +```python +paddlenlp.generation.LogitsProcessorList() +``` + +虚基类,用于被继承。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.generation.utils.GenerateOutput.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.generation.utils.GenerateOutput.md new file mode 100644 index 00000000000..166a6dd18ee --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.generation.utils.GenerateOutput.md @@ -0,0 +1,15 @@ +## [无参数]transformers.generation.utils.GenerateOutput + +### [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) + +```python +transformers.generation.utils.GenerateOutput() +``` + +### [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) + +```python +paddlenlp.transformers.model_outputs.BaseModelOutput() +``` + +两者功能一致且无参数。 diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.modeling_outputs.BaseModelOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.modeling_outputs.BaseModelOutputWithPast.md new file mode 100644 index 00000000000..a3e0523b24e --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.modeling_outputs.BaseModelOutputWithPast.md @@ -0,0 +1,25 @@ +## [参数完全一致]transformers.modeling_outputs.BaseModelOutputWithPast + +### [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) + +```python +transformers.modeling_outputs.BaseModelOutputWithPast(last_hidden_state: FloatTensor = None, past_key_values: Optional = None, hidden_states: Optional = None, attentions: Optional = None) +``` + +### [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) + +```python +paddlenlp.transformers.model_outputs.BaseModelOutputWithPast(last_hidden_state: paddle.Tensor = None, past_key_values: Optional[Tuple[Tuple[paddle.Tensor]]] = None, hidden_states: Optional[Tuple[paddle.Tensor]] = None, attentions: Optional[Tuple[paddle.Tensor]] = None) +``` + + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| transformers | PaddlePaddle | 备注 | +| ----------------- | ----------------------------------------------------- | ------------------------------------------------------- | +| last_hidden_state | last_hidden_state | 最后一个隐藏状态。默认值为 None。 | +| past_key_values | past_key_values | 过去的键值对。默认值为 None。 | +| hidden_states | hidden_states | 隐藏状态。默认值为 None。 | +| attentions | attentions | 注意力权重。默认值为 None。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.modeling_outputs.CausalLMOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.modeling_outputs.CausalLMOutputWithPast.md new file mode 100644 index 00000000000..f0704ade977 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.modeling_outputs.CausalLMOutputWithPast.md @@ -0,0 +1,24 @@ +## [参数完全一致]transformers.modeling_outputs.CausalLMOutputWithPast + +### [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) + +```python +transformers.modeling_outputs.CausalLMOutputWithPast(loss: Optional = None, logits: FloatTensor = None, past_key_values: Optional = None, hidden_states: Optional = None, attentions: Optional = None) +``` + +### [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) + +```python +paddlenlp.transformers.model_outputs.CausalLMOutputWithPast(loss: Optional[paddle.Tensor] = None, logits: paddle.Tensor = None, past_key_values: Optional[Tuple[Tuple[paddle.Tensor]]] = None, hidden_states: Optional[Tuple[paddle.Tensor]] = None, attentions: Optional[Tuple[paddle.Tensor]] = None) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 +| transformers | PaddlePaddle | 备注 | +|-------------------|-------------------------------------------------------|---------------------------------------------------------| +| loss | loss | 损失值。默认值为 None。 | +| logits | logits | 模型输出的 logits。默认值为 None。 | +| past_key_values | past_key_values | 过去的键值对。默认值为 None。 | +| hidden_states | hidden_states | 隐藏状态。默认值为 None。 | +| attentions | attentions | 注意力权重。默认值为 None。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.utils.add_start_docstrings_to_model_forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.utils.add_start_docstrings_to_model_forward.md new file mode 100644 index 00000000000..75772b1b196 --- /dev/null +++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.utils.add_start_docstrings_to_model_forward.md @@ -0,0 +1,21 @@ +## [参数完全一致]transformers.utils.add_start_docstrings_to_model_forward + +### [transformers.utils.add_start_docstrings_to_model_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45) + +```python +transformers.utils.add_start_docstrings_to_model_forward(*docstr) +``` + +### [paddlenlp.trainer.utils.add_start_docstrings_to_model_forward](https://github.com/PaddlePaddle/PaddleNLP/blob/8fd74f0b74cdae12e74518b9dbbb8f6c6219c338/paddlenlp/trainer/utils/doc.py#L27) + +```python +paddlenlp.trainer.utils.add_start_docstrings_to_model_forward(*docstr) +``` + +功能一致,参数完全一致,具体如下: + +### 参数映射 + +| transformers | PaddlePaddle | 备注 | +| ------------ | ------------ | ---------------------- | +| docstr | docstr | 输入的文档字符串。 | diff --git a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md index 7dd8bc82e15..2a32e03a6db 100644 --- a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md +++ b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md @@ -518,102 +518,102 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_) | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | - | -| 2 | [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) | paddle.Tensor.cols | - | -| 3 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) | - | -| 4 | [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) | paddle.Tensor.crows | - | -| 5 | [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | - | -| 6 | [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html) | [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place) | - | -| 7 | [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) | paddle.erf_ | - | -| 8 | [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) | paddle.expm1_ | - | -| 9 | [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix) | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | - | -| 10 | [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) | paddle.Tensor.trunc_ | - | -| 11 | [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | - | -| 12 | [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html) | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | - | -| 13 | [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | - | -| 14 | [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multigammaln__cn.html#multigammaln) | - | -| 15 | [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative) | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) | - | -| 16 | [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) | paddle.Tensor.neg_ | - | -| 17 | [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | - | -| 18 | [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html) | [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle) | - | -| 19 | [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html) | [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html) | - | -| 20 | [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) | paddle.square_ | - | -| 21 | [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse) | paddle.Tensor.to_sparse_coo | - | -| 22 | [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward) | [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs) | - | -| 23 | [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad) | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | - | -| 24 | torch.autograd.function.FunctionCtx | [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) | - | -| 25 | [torch.autograd.function.FunctionCtx.save\_for\_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward) | [paddle.autograd.PyLayerContext.save\_for\_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors) | - | -| 26 | [torch.autograd.function.FunctionCtx.set\_materialize\_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads) | [paddle.autograd.PyLayerContext.set\_materialize\_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value) | - | -| 27 | [torch.autograd.grad\_mode.set\_grad\_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled) | [paddle.set\_grad\_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html) | - | -| 28 | [torch.autograd.graph.saved\_tensors\_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks) | [paddle.autograd.saved\_tensors\_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html) | - | -| 29 | [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built) | [paddle.device.is\_compiled\_with\_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda) | - | -| 30 | [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html) | [paddle.device.get\_cudnn\_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version) | - | -| 31 | [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html) | [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | - | -| 32 | [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event) | [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html) | - | +| 1 | [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_) | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clamp_.html) | +| 2 | [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) | paddle.Tensor.cols | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.col_indices.html) | +| 3 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.conj_physical.html) | +| 4 | [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) | paddle.Tensor.crows | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.crow_indices.html) | +| 5 | [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.det.html) | +| 6 | [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html) | [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.device.html) | +| 7 | [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) | paddle.erf_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erf_.html) | +| 8 | [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) | paddle.expm1_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.expm1_.html) | +| 9 | [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix) | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix.html) | +| 10 | [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) | paddle.Tensor.trunc_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix_.html) | +| 11 | [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.matrix_exp.html) | +| 12 | [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html) | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.movedim.html) | +| 13 | [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma.html) | +| 14 | [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multigammaln__cn.html#multigammaln) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma_.html) | +| 15 | [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative) | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative.html) | +| 16 | [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) | paddle.Tensor.neg_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative_.html) | +| 17 | [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.positive.html) | +| 18 | [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html) | [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.retain_grad.html) | +| 19 | [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html) | [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sparse_mask.html) | +| 20 | [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) | paddle.square_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.square_.html) | +| 21 | [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse) | paddle.Tensor.to_sparse_coo | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.to_sparse.html) | +| 22 | [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward) | [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.Function.forward.html) | +| 23 | [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad) | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.enable_grad.html) | +| 24 | torch.autograd.function.FunctionCtx | [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.html) | +| 25 | [torch.autograd.function.FunctionCtx.save\_for\_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward) | [paddle.autograd.PyLayerContext.save\_for\_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.save_for_backward.html) | +| 26 | [torch.autograd.function.FunctionCtx.set\_materialize\_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads) | [paddle.autograd.PyLayerContext.set\_materialize\_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.set_materialize_grads.html) | +| 27 | [torch.autograd.grad\_mode.set\_grad\_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled) | [paddle.set\_grad\_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.grad_mode.set_grad_enabled.html) | +| 28 | [torch.autograd.graph.saved\_tensors\_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks) | [paddle.autograd.saved\_tensors\_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.graph.saved_tensors_hooks.html) | +| 29 | [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built) | [paddle.device.is\_compiled\_with\_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cuda.is_built.html) | +| 30 | [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html) | [paddle.device.get\_cudnn\_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cudnn.version.html) | +| 31 | [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html) | [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cpu.current_device.html) | +| 32 | [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event) | [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.Event.html) | | 33 | [torch.cuda.StreamContext](https://pytorch.org/docs/stable/generated/torch.cuda.StreamContext.html#torch.cuda.StreamContext) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/stream_guard_cn.html#stream-guard) | - | -| 34 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | - | -| 35 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | - | -| 36 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | [paddle.device.cuda.empty_cache](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/empty_cache_cn.html) | - | -| 37 | [torch.cuda.get\_device\_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | [paddle.device.cuda.get\_device\_capability](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_capability_cn.html) | - | -| 38 | [torch.cuda.get\_device\_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html) | [paddle.device.cuda.get\_device\_name](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_name_cn.html) | - | -| 39 | [torch.cuda.is\_bf16\_supported](https://pytorch.org/docs/stable/cuda.html) | [paddle.amp.is\_bfloat16\_supported](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/is_bfloat16_supported_cn.html#is-bfloat16-supported) | - | -| 40 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | [paddle.is\_compiled\_with\_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) | - | -| 41 | [torch.cuda.manual\_seed\_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) | - | -| 42 | [torch.cuda.max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_allocated.html#torch.cuda.max_memory_allocated) | [paddle.device.cuda.max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_allocated_cn.html) | - | -| 43 | [torch.cuda.max\_memory\_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_reserved.html#torch.cuda.max_memory_reserved) | [paddle.device.cuda.max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_reserved_cn.html) | - | -| 44 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | [paddle.device.cuda.memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_allocated_cn.html) | - | -| 45 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | [paddle.device.cuda.memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_reserved_cn.html) | - | -| 46 | [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop) | [paddle.framework.core.nvprof\_nvtx\_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468) | - | -| 47 | [torch.cuda.reset\_max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated) | [paddle.device.cuda.reset\_max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html) | - | -| 48 | [torch.cuda.reset\_max\_memory\_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached) | [paddle.device.cuda.reset\_max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html) | - | -| 49 | [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream) | [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream) | - | -| 50 | [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) | - | -| 51 | [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | - | -| 52 | [torch.distributed.is\_nccl\_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available) | [paddle.core.is\_compiled\_with\_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159) | - | -| 53 | [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints) | [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py) | - | -| 54 | [torch.distributions.distribution.Distribution.log_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob) | [paddle.distribution.Distribution.log_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value) | - | -| 55 | [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence) | [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html) | - | -| 56 | [torch.get\_default\_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | - | -| 57 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | - | -| 58 | [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html) | [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d) | - | -| 59 | [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html) | - | -| 60 | [torch.nn.Module.apply](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+apply#torch.nn.Module.apply) | [paddle.nn.Layer.apply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | - | -| 61 | [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children) | [paddle.nn.Layer.children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#children) | - | -| 62 | [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval) | [paddle.nn.Layer.eval](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#eval) | - | -| 63 | [torch.nn.Module.named_children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_children) | [paddle.nn.Layer.named_children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-children) | - | -| 64 | [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train) | [paddle.nn.Layer.train](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#train) | - | -| 65 | [torch.optim.Optimizer.add\_param\_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group) | paddle.optimizer.Optimizer._add_param_group | - | -| 66 | [torch.optim.Optimizer.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict) | [paddle.optimizer.Optimizer.load\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | - | -| 67 | [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict) | [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | - | -| 68 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.cpp_extension.CUDA_HOME | - | -| 69 | [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset) | [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html) | - | -| 70 | [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset) | [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html) | - | -| 71 | [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) | [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) | - | -| 72 | [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset) | [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset) | - | -| 73 | [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler) | [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html) | - | -| 74 | [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html) | [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler) | - | -| 75 | [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset) | [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html) | - | -| 76 | [torch.utils.data.get\_worker\_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info) | [paddle.io.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info) | - | -| 77 | [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split) | [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html) | - | -| 78 | [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html) | [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html) | - | -| 79 | [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html) | [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html) | - | -| 80 | [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) | 'bicubic' | - | -| 81 | [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) | 'bilinear' | - | -| 82 | [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) | 'box' | - | -| 83 | [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) | 'hamming' | - | -| 84 | [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) | 'lanczos' | - | -| 85 | [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) | 'nearest' | - | -| 86 | [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) | 'nearest_exact' | - | -| 87 | [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html) | [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html) | - | -| 88 | [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html) | [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html) | - | -| 89 | [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html) | [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html) | - | -| 90 | [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html) | [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html) | - | -| 91 | [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html) | [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html) | - | -| 92 | [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase) | [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html) | - | -| 93 | [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html) | [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html) | - | +| 34 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.current_device.html) | +| 35 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.device_count.html) | +| 36 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | [paddle.device.cuda.empty_cache](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/empty_cache_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.empty_cache.html) | +| 37 | [torch.cuda.get\_device\_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | [paddle.device.cuda.get\_device\_capability](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_capability_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_capability.html) | +| 38 | [torch.cuda.get\_device\_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html) | [paddle.device.cuda.get\_device\_name](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_name_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_name.html) | +| 39 | [torch.cuda.is\_bf16\_supported](https://pytorch.org/docs/stable/cuda.html) | [paddle.amp.is\_bfloat16\_supported](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/is_bfloat16_supported_cn.html#is-bfloat16-supported) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_bf16_supported.html) | +| 40 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | [paddle.is\_compiled\_with\_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_initialized.html) | +| 41 | [torch.cuda.manual\_seed\_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.manual_seed_all.html) | +| 42 | [torch.cuda.max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_allocated.html#torch.cuda.max_memory_allocated) | [paddle.device.cuda.max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_allocated_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_allocated.html) | +| 43 | [torch.cuda.max\_memory\_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_reserved.html#torch.cuda.max_memory_reserved) | [paddle.device.cuda.max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_reserved_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_reserved.html) | +| 44 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | [paddle.device.cuda.memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_allocated_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_allocated.html) | +| 45 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | [paddle.device.cuda.memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_reserved_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_reserved.html) | +| 46 | [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop) | [paddle.framework.core.nvprof\_nvtx\_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.nvtx.range_pop.html) | +| 47 | [torch.cuda.reset\_max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated) | [paddle.device.cuda.reset\_max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_allocated.html) | +| 48 | [torch.cuda.reset\_max\_memory\_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached) | [paddle.device.cuda.reset\_max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_cached.html) | +| 49 | [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream) | [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.set_stream.html) | +| 50 | [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.stream.html) | +| 51 | [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.PRODUCT.html) | +| 52 | [torch.distributed.is\_nccl\_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available) | [paddle.core.is\_compiled\_with\_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_nccl_available.html) | +| 53 | [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints) | [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.constraints.Constraint.html) | +| 54 | [torch.distributions.distribution.Distribution.log_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob) | [paddle.distribution.Distribution.log_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.distribution.Distribution.log_prob.html) | +| 55 | [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence) | [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.kl.kl_divergence.html) | +| 56 | [torch.get\_default\_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.get_default_device.html) | +| 57 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.manual_seed.html) | +| 58 | [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html) | [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.AdaptiveAvgPool1d.html) | +| 59 | [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.HuberLoss.html) | +| 60 | [torch.nn.Module.apply](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+apply#torch.nn.Module.apply) | [paddle.nn.Layer.apply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.apply.html) | +| 61 | [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children) | [paddle.nn.Layer.children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#children) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.children.html) | +| 62 | [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval) | [paddle.nn.Layer.eval](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#eval) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.eval.html) | +| 63 | [torch.nn.Module.named_children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_children) | [paddle.nn.Layer.named_children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-children) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.named_children.html) | +| 64 | [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train) | [paddle.nn.Layer.train](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#train) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.train.html) | +| 65 | [torch.optim.Optimizer.add\_param\_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group) | paddle.optimizer.Optimizer._add_param_group | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.add_param_group.html) | +| 66 | [torch.optim.Optimizer.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict) | [paddle.optimizer.Optimizer.load\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.load_state_dict.html) | +| 67 | [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict) | [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.state_dict.html) | +| 68 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.cpp_extension.CUDA_HOME | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.CUDA_HOME.html) | +| 69 | [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset) | [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ChainDataset.html) | +| 70 | [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset) | [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ConcatDataset.html) | +| 71 | [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) | [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Dataset.html) | +| 72 | [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset) | [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.IterableDataset.html) | +| 73 | [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler) | [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Sampler.html) | +| 74 | [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html) | [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.SequentialSampler.html) | +| 75 | [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset) | [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Subset.html) | +| 76 | [torch.utils.data.get\_worker\_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info) | [paddle.io.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.get_worker_info.html) | +| 77 | [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split) | [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.random_split.html) | +| 78 | [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html) | [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.ops.RoIPool.html) | +| 79 | [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html) | [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.Compose.html) | +| 80 | [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) | 'bicubic' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BICUBIC.html) | +| 81 | [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) | 'bilinear' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BILINEAR.html) | +| 82 | [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) | 'box' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BOX.html) | +| 83 | [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) | 'hamming' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.HAMMING.html) | +| 84 | [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) | 'lanczos' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.LANCZOS.html) | +| 85 | [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) | 'nearest' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST.html) | +| 86 | [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) | 'nearest_exact' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST_EXACT.html) | +| 87 | [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html) | [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_brightness.html) | +| 88 | [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html) | [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_contrast.html) | +| 89 | [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html) | [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_hue.html) | +| 90 | [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html) | [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.center_crop.html) | +| 91 | [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html) | [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.crop.html) | +| 92 | [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase) | [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.erase.html) | +| 93 | [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html) | [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.hflip.html) | | 94 | [torchvision.transforms.functional.pad](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.pad.html) | [paddle.vision.transforms.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/pad_cn.html) | - | -| 95 | [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale) | [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale) | - | -| 96 | [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html) | [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html) | - | +| 95 | [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale) | [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.to_grayscale.html) | +| 96 | [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html) | [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.vflip.html) | ### 3. 仅参数名不一致 **分类简介** @@ -625,234 +625,234 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.sparse.mm](https://pytorch.org/docs/stable/generated/torch.sparse.mm.html?highlight=torch+sparse+mm#torch.sparse.mm) | [paddle.sparse.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/matmul_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.sparse.mm.md) | -| 2 | [torch.nn.functional.leaky\_relu\_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.leaky\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.leaky_relu_.md) | -| 3 | [torch.Tensor.index\_put\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put_.html#torch.Tensor.index_put_) | paddle.Tensor.index_put_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_put_.md) | -| 4 | [torch.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.diagonal_scatter.html?highlight=diagonal_scatter#torch.diagonal_scatter) | [paddle.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_scatter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagonal_scatter.md) | -| 5 | [torch.imag](https://pytorch.org/docs/stable/generated/torch.imag.html?highlight=imag#torch.imag) | [paddle.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/imag_cn.html#imag) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.imag.md) | -| 6 | [torch.Tensor.as_strided](https://pytorch.org/docs/stable/generated/torch.Tensor.as_strided.html?highlight=as_strided#torch.Tensor.as_strided) | [paddle.Tensor.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#as-strided-x-shape-stride-offset-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.as_strided.md) | -| 7 | [torch.trapezoid](https://pytorch.org/docs/stable/generated/torch.trapezoid.html#torch.trapezoid) | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trapezoid.md) | -| 8 | [torch.Tensor.minimum](https://pytorch.org/docs/stable/generated/torch.Tensor.minimum.html) | [paddle.Tensor.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#minimum-y-axis-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.minimum.md) | -| 9 | [torch.nn.AdaptiveMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool3d.html?highlight=adaptivemaxpool3d#torch.nn.AdaptiveMaxPool3d) | [paddle.nn.AdaptiveMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool3D_cn.html#adaptivemaxpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool3d.md) | -| 10 | [torch.Tensor.bitwise_and](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and.html) | paddle.Tensor.bitwise_and | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_and.md) | -| 11 | [torch.nn.CosineSimilarity](https://pytorch.org/docs/stable/generated/torch.nn.CosineSimilarity.html?highlight=nn+cosinesimilarity#torch.nn.CosineSimilarity) | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.CosineSimilarity.md) | -| 12 | [torch.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.cholesky_solve.html?highlight=cholesky#torch.cholesky_solve) | [paddle.linalg.cholesky_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_solve_cn.html#cholesky-solve) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cholesky_solve.md) | -| 13 | [torch.Tensor.rot90](https://pytorch.org/docs/stable/generated/torch.Tensor.rot90.html?highlight=torch+tensor+rot90#torch.Tensor.rot90) | paddle.Tensor.rot90 | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.rot90.md) | -| 14 | [torch.nn.functional.adaptive\_avg\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool1d.html?highlight=adaptive_avg_pool1d#torch.nn.functional.adaptive_avg_pool1d) | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool1d.md) | -| 15 | [torch.nn.Module.register_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_module.md) | -| 16 | [torch.autograd.function.FunctionCtx.mark\_non\_differentiable](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_non_differentiable.html#torch.autograd.function.FunctionCtx.mark_non_differentiable) | [paddle.autograd.PyLayerContext.mark\_non\_differentiable](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#mark-non-differentiable-self-tensors) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.autograd.function.FunctionCtx.mark_non_differentiable.md) | -| 17 | [torch.Tensor.lcm_](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm_.html) | paddle.Tensor.lcm_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lcm_.md) | -| 18 | [torch.nn.Module.parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.parameters) | [paddle.nn.Layer.parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#parameters-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.parameters.md) | -| 19 | [torch.vsplit](https://pytorch.org/docs/stable/generated/torch.vsplit.html#torch.vsplit) | [paddle.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vsplit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vsplit.md) | -| 20 | [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html#torch.nn.functional.layer_norm) | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.layer_norm.md) | -| 21 | [torch.nn.functional.adaptive\_avg\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool2d.html?highlight=adaptive_avg_pool2d#torch.nn.functional.adaptive_avg_pool2d) | [paddle.nn.functional.adaptive\_avg\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool2d.md) | -| 22 | [torch.Tensor.dsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.dsplit.html) | [paddle.Tensor.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dsplit-num_or_indices-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.dsplit.md) | -| 23 | [torch.Tensor.ldexp](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp.html#torch.Tensor.ldexp) | [paddle.Tensor.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ldexp.md) | -| 24 | [torch.isreal](https://pytorch.org/docs/stable/generated/torch.isreal.html#torch-isreal) | [paddle.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isreal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isreal.md) | -| 25 | [torch.Tensor.vdot](https://pytorch.org/docs/stable/generated/torch.Tensor.vdot.html#torch.Tensor.vdot) | [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.vdot.md) | -| 26 | [torch.nn.utils.parametrizations.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.weight_norm.html) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.parametrizations.weight_norm.md) | -| 27 | [torch.pca_lowrank](https://pytorch.org/docs/stable/generated/torch.pca_lowrank.html#torch.pca_lowrank) | [paddle.linalg.pca_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pca_lowrank_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.pca_lowrank.md) | -| 28 | [torch.Tensor.igamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma_.html#torch.Tensor.igamma_) | [paddle.Tensor.gammainc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc__cn.html#gammainc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igamma_.md) | -| 29 | [torch.Tensor.var](https://pytorch.org/docs/stable/generated/torch.Tensor.var.html#torch.Tensor.var) | [paddle.Tensor.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#var-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.var.md) | -| 30 | [torch.nn.functional.fold](https://pytorch.org/docs/stable/generated/torch.nn.functional.fold.html?highlight=functional+fold#torch.nn.functional.fold) | [paddle.nn.functional.fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fold_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.fold.md) | -| 31 | [torch.Tensor.bitwise_or](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or.html) | paddle.Tensor.bitwise_or | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_or.md) | -| 32 | [torch.unflatten](https://pytorch.org/docs/stable/generated/torch.unflatten.html#torch.unflatten) | [paddle.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unflatten_cn.html#unflatten) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.unflatten.md) | -| 33 | [torch.feature\_alpha\_dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.feature_alpha_dropout.md) | -| 34 | [torch.Tensor.heaviside](https://pytorch.org/docs/stable/generated/torch.Tensor.heaviside.html?highlight=torch+tensor+heaviside#torch.Tensor.heaviside) | [paddle.Tensor.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#heaviside-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.heaviside.md) | -| 35 | [torch.distributed.scatter\_object\_list](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter_object_list) | [paddle.distributed.scatter\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_object_list_cn.html#scatter-object-list) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.scatter_object_list.md) | -| 36 | [torch.nn.functional.tanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanh.html) | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanh.md) | -| 37 | [torch.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/stable/api/paddle/nn/functional/elu__cn.html) | [paddle.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.elu_.md) | -| 38 | [torch.Tensor.nextafter](https://pytorch.org/docs/stable/generated/torch.Tensor.nextafter.html#torch.Tensor.nextafter) | [paddle.Tensor.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nextafter.md) | -| 39 | [torch.flip](https://pytorch.org/docs/stable/generated/torch.flip.html?highlight=flip#torch.flip) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.flip.md) | -| 40 | [torch.corrcoef](https://pytorch.org/docs/stable/generated/torch.corrcoef.html?highlight=corrcoef#torch.corrcoef) | [paddle.linalg.corrcoef](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/corrcoef_cn.html#corrcoef) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.corrcoef.md) | -| 41 | [torch.nn.functional.logsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.logsigmoid.html?highlight=logsigmoid#torch.nn.functional.logsigmoid) | [paddle.nn.functional.log_sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_sigmoid_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.log_sigmoid.md) | -| 42 | [torch.Tensor.dist](https://pytorch.org/docs/stable/generated/torch.Tensor.dist.html?highlight=dist#torch.Tensor.dist) | [paddle.Tensor.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dist-y-p-2) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.dist.md) | -| 43 | [torch.Tensor.flip](https://pytorch.org/docs/stable/generated/torch.Tensor.flip.html?highlight=flip#torch.Tensor.flip) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.flip.md) | -| 44 | [torch.nn.utils.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.html?highlight=nn+utils+weight_norm#torch.nn.utils.weight_norm) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.weight_norm.md) | -| 45 | [torch.nn.functional.cosine_similarity](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_similarity.html?highlight=cosine#torch.nn.functional.cosine_similarity) | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.cosine_similarity.md) | -| 46 | [torch.nn.Fold](https://pytorch.org/docs/stable/generated/torch.nn.Fold.html?highlight=nn+fold#torch.nn.Fold) | [paddle.nn.Fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Fold_cn.html#fold) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Fold.md) | -| 47 | [torch.nn.ModuleDict](https://pytorch.org/docs/stable/generated/torch.nn.ModuleDict.html?highlight=torch+nn+moduledict#torch.nn.ModuleDict) | [paddle.nn.LayerDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerDict_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ModuleDict.md) | -| 48 | [torch.Tensor.true\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide_.html) | paddle.Tensor.divide_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.true_divide_.md) | -| 49 | [torch.Tensor.kthvalue](https://pytorch.org/docs/stable/generated/torch.Tensor.kthvalue.html) | [paddle.Tensor.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#kthvalue-k-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.kthvalue.md) | -| 50 | [torch.nn.functional.triplet\_margin\_with\_distance\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_with_distance_loss.html?highlight=triplet_margin_with_distance_loss#torch.nn.functional.triplet_margin_with_distance_loss) | [paddle.nn.functional.triplet\_margin\_with\_distance\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_with_distance_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.triplet_margin_with_distance_loss.md) | -| 51 | [torch.Tensor.diff](https://pytorch.org/docs/stable/generated/torch.Tensor.diff.html?highlight=diff#torch.Tensor.diff) | [paddle.Tensor.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diff.md) | -| 52 | [torch.nn.functional.pairwise_distance](https://pytorch.org/docs/stable/generated/torch.nn.functional.pairwise_distance.html) | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pairwise_distance.md) | -| 53 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | [paddlenlp.generation.StoppingCriteriaList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/stopping_criteria.py#L72) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/transformers.StoppingCriteriaList.md) | -| 54 | [torch.Tensor.hsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.hsplit.html) | [paddle.Tensor.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#hsplit-num_or_indices-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hsplit.md) | -| 55 | [torch.nn.Module.add_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+add_module#torch.nn.Module.add_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.add_module.md) | -| 56 | [torch.nn.functional.unfold](https://pytorch.org/docs/stable/generated/torch.nn.functional.unfold.html#torch.nn.functional.unfold) | [paddle.nn.functional.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/unfold_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.unfold.md) | -| 57 | [torch.Tensor.quantile](https://pytorch.org/docs/stable/generated/torch.Tensor.quantile.html#torch.Tensor.quantile) | [paddle.Tensor.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#quantile-q-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.quantile.md) | -| 58 | [torch.utils.dlpack.from_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+from_dlpack#torch.utils.dlpack.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.utils.dlpack.from_dlpack.md) | -| 59 | [torch.cuda.nvtx.range_push](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_push.html?highlight=range_push#torch.cuda.nvtx.range_push) | [paddle.framework.core.nvprof\_nvtx\_push](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2465) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cuda.nvtx.range_push.md) | -| 60 | [torch.nn.ParameterDict](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterDict) | [paddle.nn.ParameterDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterDict_cn.html#parameterdict) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ParameterDict.md) | -| 61 | [torch.Tensor.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal_scatter.html?highlight=diagonal_scatter#torch.Tensor.diagonal_scatter) | [paddle.Tensor.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-scatter-x-y-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diagonal_scatter.md) | -| 62 | [torch.nn.AdaptiveMaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool1d.html?highlight=adaptivemaxpool1d#torch.nn.AdaptiveMaxPool1d) | [paddle.nn.AdaptiveMaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool1D_cn.html#adaptivemaxpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool1d.md) | -| 63 | [torch.det](https://pytorch.org/docs/stable/generated/torch.det.html?highlight=det#torch.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.det.md) | -| 64 | [torch.abs_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.abs_.md) | -| 65 | [torch.isin](https://pytorch.org/docs/stable/generated/torch.isin.html#torch.isin) | [paddle.isin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isin_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isin.md) | -| 66 | [torch.Tensor.eq](https://pytorch.org/docs/stable/generated/torch.Tensor.eq.html?highlight=eq#torch.Tensor.eq) | [paddle.Tensor.equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.eq.md) | -| 67 | [torch.Tensor.ldexp_](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp_.html) | paddle.Tensor.ldexp_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ldexp_.md) | -| 68 | [torch.nn.GaussianNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.GaussianNLLLoss) | [paddle.nn.GaussianNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GaussianNLLLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.GaussianNLLLoss.md) | -| 69 | [torch.hsplit](https://pytorch.org/docs/stable/generated/torch.hsplit.html#torch.hsplit) | [paddle.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hsplit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.hsplit.md) | -| 70 | [torch.nn.functional.gaussian\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.gaussian_nll_loss.html#torch.nn.functional.gaussian_nll_loss) | [paddle.nn.functional.gaussian\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gaussian_nll_loss_cn.html#gaussian-nll-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.gaussian_nll_loss.md) | -| 71 | [torch.Tensor.index\_fill\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill_.html?highlight=index_fill_#torch.Tensor.index_fill_) | paddle.Tensor.index_fill_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_fill_.md) | -| 72 | [torch.svd_lowrank](https://pytorch.org/docs/stable/generated/torch.svd_lowrank.html?highlight=torch+svd_lowrank#torch.svd_lowrank) | [paddle.linalg.svd_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_lowrank_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.svd_lowrank.md) | -| 73 | [torch.max_pool3d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.max_pool3d.md) | -| 74 | [torch.take](https://pytorch.org/docs/stable/generated/torch.take.html?highlight=torch+take#torch.take) | [paddle.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/take_cn.html#take) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.take.md) | -| 75 | [torch.nn.functional.adaptive\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool3d.html?highlight=adaptive_max_pool3d#torch.nn.functional.adaptive_max_pool3d) | [paddle.nn.functional.adaptive\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool3d.md) | -| 76 | [torch.kron](https://pytorch.org/docs/stable/generated/torch.kron.html#torch-kron) | [paddle.kron](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kron_cn.html#kron) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.kron.md) | -| 77 | [torch.Tensor.baddbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm.html#torch.Tensor.baddbmm) | [paddle.Tensor.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.baddbmm.md) | -| 78 | [torch.allclose](https://pytorch.org/docs/stable/generated/torch.allclose.html?highlight=allclose#torch.allclose) | [paddle.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/allclose_cn.html#allclose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.allclose.md) | -| 79 | [torch.bitwise_or](https://pytorch.org/docs/stable/generated/torch.bitwise_or.html#torch-bitwise-or) | [paddle.bitwise_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_or_cn.html#bitwise-or) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_or.md) | -| 80 | [torch.nn.utils.spectral_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.html?highlight=nn+utils+spectral_norm#torch.nn.utils.spectral_norm) | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.spectral_norm.md) | -| 81 | [torch.is\_floating\_point](https://pytorch.org/docs/stable/generated/torch.is_floating_point.html?highlight=is_floating_point#torch.is_floating_point) | [paddle.is\_floating\_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_floating_point_cn.html#is-floating-point) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.is_floating_point.md) | -| 82 | [torch.Tensor.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html?highlight=index_fill#torch.Tensor.index_fill) | [paddle.Tensor.index_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_fill_cn.html#index-fill) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_fill.md) | -| 83 | [torch.nn.functional.softplus](https://pytorch.org/docs/stable/generated/torch.nn.functional.softplus.html?highlight=softplus#torch.nn.functional.softplus) | [paddle.nn.functional.softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softplus_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softplus.md) | -| 84 | [torch.Tensor.inner](https://pytorch.org/docs/stable/generated/torch.Tensor.inner.html) | paddle.Tensor.inner | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.inner.md) | -| 85 | [torch.nn.Module.register_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_buffer) | [paddle.nn.Layer.register_buffer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-buffer-name-tensor-persistable-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_buffer.md) | -| 86 | [torch.bitwise_not](https://pytorch.org/docs/stable/generated/torch.bitwise_not.html?highlight=bitwise_not#torch.bitwise_not) | [paddle.bitwise_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_not_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_not.md) | -| 87 | [torch.istft](https://pytorch.org/docs/stable/generated/torch.istft.html?highlight=istft#torch.istft) | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.istft.md) | -| 88 | [torch.nn.functional.adaptive\_max\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool1d.html?highlight=torch+nn+functional+adaptive_max_pool1d#torch.nn.functional.adaptive_max_pool1d) | [paddle.nn.functional.adaptive\_max\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool1d_cn.html#adaptive-max-pool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool1d.md) | -| 89 | [torch.Tensor.logical\_or\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or_.html) | paddle.Tensor.logical_or_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_or_.md) | -| 90 | [torch.Tensor.gcd_](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd_.html) | paddle.Tensor.gcd_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.gcd_.md) | -| 91 | [torch.dsplit](https://pytorch.org/docs/stable/generated/torch.dsplit.html#torch.dsplit) | [paddle.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dsplit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dsplit.md) | -| 92 | [torch.nn.PairwiseDistance](https://pytorch.org/docs/stable/generated/torch.nn.PairwiseDistance.html?highlight=nn+pairwisedistance#torch.nn.PairwiseDistance) | [paddle.nn.PairwiseDistance](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PairwiseDistance_cn.html#pairwisedistance) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.PairwiseDistance.md) | -| 93 | [torch.Tensor.logical\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor_.html) | paddle.Tensor.logical_xor_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_xor_.md) | -| 94 | [torch.Tensor.hypot_](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot_.html#torch.Tensor.hypot_) | [paddle.Tensor.hypot_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot__cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hypot_.md) | -| 95 | [torch.Tensor.gcd](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd.html?highlight=torch+tensor+gcd#torch.Tensor.gcd) | [paddle.Tensor.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#gcd-x-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.gcd.md) | -| 96 | [torch.Tensor.outer](https://pytorch.org/docs/stable/generated/torch.Tensor.outer.html?highlight=outer#torch.Tensor.outer) | paddle.Tensor.outer | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.outer.md) | -| 97 | [torch.distributions.distribution.Distribution.rsample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.rsample) | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.rsample.md) | -| 98 | [torch.nn.functional.adaptive\_avg\_pool3d](https://pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.adaptive_avg_pool3d.html?highlight=adaptive_avg_pool3d#torch.ao.nn.quantized.functional.adaptive_avg_pool3d) | [paddle.nn.functional.adaptive\_avg\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool3d.md) | -| 99 | [torch.cumulative_trapezoid](https://pytorch.org/docs/stable/generated/torch.cumulative_trapezoid.html#torch.cumulative_trapezoid) | [paddle.cumulative_trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumulative_trapezoid_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cumulative_trapezoid.md) | -| 100 | [torch.nn.Softmax](https://pytorch.org/docs/stable/generated/torch.nn.Softmax.html?highlight=nn+softmax#torch.nn.Softmax) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Softmax.md) | -| 101 | [torch.utils.dlpack.to_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+to_dlpack#torch.utils.dlpack.to_dlpack) | [paddle.utils.dlpack.to_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/to_dlpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.utils.dlpack.to_dlpack.md) | -| 102 | [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html?highlight=conv3d#torch.nn.functional.conv3d) | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv3d.md) | -| 103 | [torch.nn.functional.huber_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.huber_loss.html#torch.nn.functional.huber_loss) | [paddle.nn.functional.smooth\_l1\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/smooth_l1_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.huber_loss.md) | -| 104 | [torch.tan](https://pytorch.org/docs/stable/generated/torch.tan.html) | [paddle.tan](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/tan_cn.html#tan) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.tan.md) | -| 105 | [torch.Tensor.unsqueeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze_.html#torch-tensor-unsqueeze) | [paddle.Tensor.unsqueeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unsqueeze_.md) | -| 106 | [torch.isclose](https://pytorch.org/docs/stable/generated/torch.isclose.html?highlight=isclose#torch.isclose) | [paddle.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isclose_cn.html#isclose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isclose.md) | -| 107 | [torch.nn.Unflatten](https://pytorch.org/docs/stable/generated/torch.nn.Unflatten.html?highlight=torch+nn+unflatten#torch.nn.Unflatten) | [paddle.nn.Unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unflatten_cn.html#unflatten) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Unflatten.md) | -| 108 | [torch.vander](https://pytorch.org/docs/stable/generated/torch.vander.html?highlight=vander#torch.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html#vander) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vander.md) | -| 109 | [torch.Tensor.broadcast_to](https://pytorch.org/docs/stable/generated/torch.Tensor.broadcast_to.html) | [paddle.Tensor.broadcast_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#broadcast-to-shape-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.broadcast_to.md) | -| 110 | [torch.Tensor.renorm](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm.html#torch-tensor-renorm) | paddle.Tensor.renorm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.renorm.md) | -| 111 | [torch.nn.functional.tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanhshrink.html?highlight=tanhshri#torch.nn.functional.tanhshrink) | [paddle.nn.functional.tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/tanhshrink_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanhshrink.md) | -| 112 | [torch.distributions.kl.register_kl](https://pytorch.org/docs/stable/distributions.html?highlight=register_kl#torch.distributions.kl.register_kl) | [paddle.distribution.register_kl](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/register_kl_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.kl.register_kl.md) | -| 113 | [torch.Tensor.cumsum_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum_.html) | paddle.Tensor.cumsum_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cumsum_.md) | -| 114 | [torch.distributed.rpc.remote](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.remote) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.rpc.remote.md) | -| 115 | [torch.Tensor.mode](https://pytorch.org/docs/stable/generated/torch.Tensor.mode.html) | [paddle.Tensor.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mode-axis-1-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.mode.md) | -| 116 | [torch.Tensor.fmin](https://pytorch.org/docs/stable/generated/torch.Tensor.fmin.html?highlight=fmin#torch.Tensor.fmin) | [paddle.Tensor.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html#fmin) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.fmin.md) | -| 117 | torch.relu | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html#relu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.relu.md) | -| 118 | [torch.bincount](https://pytorch.org/docs/stable/generated/torch.bincount.html?highlight=bincount#torch.bincount) | [paddle.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bincount_cn.html#bincount) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bincount.md) | -| 119 | [torch.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html#torch.Tensor.index_fill) | [paddle.index_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5900) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.index_fill.md) | -| 120 | [torch.nn.AdaptiveMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool2d.html?highlight=adaptivemaxpool2d#torch.nn.AdaptiveMaxPool2d) | [paddle.nn.AdaptiveMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool2D_cn.html#adaptivemaxpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool2d.md) | -| 121 | [torch.real](https://pytorch.org/docs/stable/generated/torch.real.html?highlight=real#torch.real) | [paddle.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/real_cn.html#real) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.real.md) | -| 122 | [torch.nn.LogSoftmax](https://pytorch.org/docs/stable/generated/torch.nn.LogSoftmax.html?highlight=nn+logsoftmax#torch.nn.LogSoftmax) | [paddle.nn.LogSoftmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LogSoftmax_cn.html#logsoftmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.LogSoftmax.md) | -| 123 | [torch.nn.functional.hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardshrink.html?highlight=hardshrink#torch.nn.functional.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardshrink.md) | -| 124 | [torch.nn.Module.register_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_parameter) | [paddle.nn.Layer.add_parameter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-parameter-name-parameter) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_parameter.md) | -| 125 | [torch.vstack](https://pytorch.org/docs/stable/generated/torch.vstack.html#torch.vstack) | [paddle.vstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vstack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vstack.md) | -| 126 | [torch.distributions.distribution.Distribution.sample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.sample) | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.sample.md) | -| 127 | [torch.nn.Module.named_buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_buffers) | [paddle.nn.Layer.named_buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-buffers-prefix-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.named_buffers.md) | -| 128 | [torch.nn.Module.named_parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+named_parameters#torch.nn.Module.named_parameters) | [paddle.nn.Layer.named_parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-parameters-prefix-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.named_parameters.md) | -| 129 | [torch.Tensor.lerp_](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp_.html) | [paddle.Tensor.lerp_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lerp_.md) | -| 130 | [torch.tile](https://pytorch.org/docs/stable/generated/torch.tile.html?highlight=tile#torch.tile) | [paddle.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tile_cn.html#tile) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.tile.md) | -| 131 | [torch.Tensor.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html#torch.nanquantile) | [paddle.Tensor.nanquantile](https://github.com/PaddlePaddle/Paddle/pull/41343) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nanquantile.md) | -| 132 | [torch.nn.Module.buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.buffers) | [paddle.nn.Layer.buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#buffers-include-sublayers-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.buffers.md) | -| 133 | [torch.fft.ifftshift](https://pytorch.org/docs/stable/generated/torch.fft.ifftshift.html#torch.fft.ifftshift) | [paddle.fft.ifftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftshift_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.fft.ifftshift.md) | -| 134 | [torch.row_stack](https://pytorch.org/docs/stable/generated/torch.row_stack.html#torch.row_stack) | [paddle.row_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/row_stack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.row_stack.md) | -| 135 | [torch.Tensor.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.atan2.md) | -| 136 | [torch.nn.Softshrink](https://pytorch.org/docs/stable/generated/torch.nn.Softshrink.html?highlight=nn+softshrink#torch.nn.Softshrink) | [paddle.nn.Softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softshrink_cn.html#softshrink) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Softshrink.md) | -| 137 | [torch.hstack](https://pytorch.org/docs/stable/generated/torch.hstack.html#torch.hstack) | [paddle.hstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hstack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.hstack.md) | -| 138 | [transformers.generation.LogitsProcessor](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#logitsprocessor) | [paddlenlp.generation.LogitsProcessor](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/logits_process.py#L26) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/transformers.generation.LogitsProcessor.md) | -| 139 | [torch.nn.GLU](https://pytorch.org/docs/stable/generated/torch.nn.GLU.html#torch.nn.GLU) | [paddle.nn.GLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GLU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.GLU.md) | -| 140 | [torch.Tensor.igammac](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac.html#torch.Tensor.igammac) | [paddle.Tensor.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc_cn.html#gammaincc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igammac.md) | -| 141 | [torch.Tensor.index_put](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put.html?highlight=index_put#torch.Tensor.index_put) | [paddle.Tensor.index_put](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_put_cn.html#index-put) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_put.md) | -| 142 | [torch.Tensor.select_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.select_scatter.html#torch-select-scatter) | [paddle.Tensor.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.select_scatter.md) | -| 143 | [torch.Tensor.logaddexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp.html#torch.Tensor.logaddexp) | [paddle.Tensor.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logaddexp.md) | -| 144 | [torch.nn.ParameterList](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterList) | [paddle.nn.ParameterList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterList_cn.html#parameterlist) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ParameterList.md) | -| 145 | [torch.from_dlpack](https://pytorch.org/docs/stable/generated/torch.from_dlpack.html?highlight=from_dlpack#torch.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.from_dlpack.md) | -| 146 | [torch.Tensor.logical\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and_.html) | paddle.Tensor.logical_and_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_and_.md) | -| 147 | [torch.distributed.rpc.get\_worker\_info](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.get_worker_info) | [paddle.distributed.rpc.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/get_worker_info_cn.html#cn-api-distributed-rpc-get-worker-info) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.rpc.get_worker_info.md) | -| 148 | [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html?highlight=conv1d#torch.nn.functional.conv1d) | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv1d.md) | -| 149 | [torch.Tensor.renorm_](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm_.html#torch-tensor-renorm_) | paddle.Tensor.renorm_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.renorm_.md) | -| 150 | [torch.Tensor.fmax](https://pytorch.org/docs/stable/generated/torch.Tensor.fmax.html?highlight=fmax#torch.Tensor.fmax) | [paddle.Tensor.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html#fmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.fmax.md) | -| 151 | [torch.diagonal](https://pytorch.org/docs/stable/generated/torch.diagonal.html?highlight=diagonal#torch.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagonal.md) | -| 152 | [torch.histogramdd](https://pytorch.org/docs/stable/generated/torch.histogramdd.html#torch-histogramdd) | [paddle.histogramdd](https://github.com/PaddlePaddle/Paddle/blob/a19227d9ee0e351363a4bb27b50b1becbec58a6c/python/paddle/tensor/linalg.py#L3875) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.histogramdd.md) | -| 153 | [torch.dist](https://pytorch.org/docs/stable/generated/torch.dist.html?highlight=dist#torch.dist) | [paddle.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dist_cn.html#dist) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dist.md) | -| 154 | [torch.Tensor.tensor_split](https://pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.html) | [paddle.Tensor.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor_split-num_or_indices-axis-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.tensor_split.md) | -| 155 | [torch.Tensor.nansum](https://pytorch.org/docs/stable/generated/torch.Tensor.nansum.html?highlight=nansum#torch.Tensor.nansum) | paddle.Tensor.nansum | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nansum.md) | -| 156 | [torch.Tensor.std](https://pytorch.org/docs/stable/generated/torch.Tensor.std.html?highlight=torch+tensor+std#torch.Tensor.std) | [paddle.Tensor.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#std-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.std.md) | -| 157 | [torch.Tensor.bitwise\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor_.html) | paddle.Tensor.bitwise_xor_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_xor_.md) | -| 158 | [torch.Tensor.diag](https://pytorch.org/docs/stable/generated/torch.Tensor.diag.html?highlight=diag#torch.Tensor.diag) | [paddle.Tensor.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html#diag) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diag.md) | -| 159 | [torch.linalg.lstsq](https://pytorch.org/docs/stable/generated/torch.linalg.lstsq.html?highlight=lstsq#torch.linalg.lstsq) | [paddle.linalg.lstsq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lstsq_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.lstsq.md) | -| 160 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | [paddle.nn.Unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unfold_cn.html#unfold) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Unfold.md) | -| 161 | [torch.nn.Flatten](https://pytorch.org/docs/stable/generated/torch.nn.Flatten.html?highlight=nn+flatten#torch.nn.Flatten) | [paddle.nn.Flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Flatten_cn.html#flatten) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Flatten.md) | -| 162 | [torch.bitwise_and](https://pytorch.org/docs/stable/generated/torch.bitwise_and.html#torch.bitwise_and) | [paddle.bitwise_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_and_cn.html#bitwise-and) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_and.md) | -| 163 | [torch.Tensor.squeeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.squeeze_.html#torch-tensor-squeeze) | [paddle.Tensor.squeeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id19) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.squeeze_.md) | -| 164 | [torch.sparse.addmm](https://pytorch.org/docs/stable/generated/torch.sparse.addmm.html?highlight=addmm#torch.sparse.addmm) | [paddle.sparse.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/addmm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.sparse.addmm.md) | -| 165 | [torch.rot90](https://pytorch.org/docs/stable/generated/torch.rot90.html?highlight=torch+rot90#torch.rot90) | [paddle.rot90](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rot90_cn.html#rot90) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.rot90.md) | -| 166 | [torch.nn.functional.pdist](https://pytorch.org/docs/stable/generated/torch.nn.functional.pdist.html#torch.nn.functional.pdist) | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pdist.md) | -| 167 | [torch.Tensor.unflatten](https://pytorch.org/docs/stable/generated/torch.Tensor.unflatten.html#torch.Tensor.unflatten) | [paddle.Tensor.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unflatten-axis-shape-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unflatten.md) | -| 168 | [torch.squeeze](https://pytorch.org/docs/stable/generated/torch.squeeze.html?highlight=squeeze#torch.squeeze) | [paddle.squeeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/squeeze_cn.html#squeeze) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.squeeze.md) | -| 169 | [torch.nn.utils.remove\_weight\_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.remove_weight_norm.html?highlight=nn+utils+remove_weight_norm#torch.nn.utils.remove_weight_norm) | [paddle.nn.utils.remove\_weight\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/remove_weight_norm_cn.html#remove-weight-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.remove_weight_norm.md) | -| 170 | [torch.Tensor.baddbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm_.html#torch.Tensor.baddbmm_) | [paddle.Tensor.baddbmm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.baddbmm_.md) | -| 171 | [torch.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html#torch.Tensor.masked_fill) | [paddle.masked_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5111) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.masked_fill.md) | -| 172 | [torch.special.log_softmax](https://pytorch.org/docs/stable/special.html#torch.special.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.special.log_softmax.md) | -| 173 | [torch.Tensor.unfold](https://pytorch.org/docs/stable/generated/torch.Tensor.unfold.html?highlight=unfold#torch.Tensor.unfold) | [paddle.Tensor.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unfold-x-axis-size-step-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unfold.md) | -| 174 | [torch.Tensor.addmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm_.html) | paddle.Tensor.addmm_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.addmm_.md) | -| 175 | [torch.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html#celu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.celu.md) | -| 176 | [torch.nn.functional.grid_sample](https://pytorch.org/docs/stable/generated/torch.nn.functional.grid_sample.html?highlight=grid_sample#torch.nn.functional.grid_sample) | [paddle.nn.functional.grid_sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/grid_sample_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.grid_sample.md) | -| 177 | [torch.diagflat](https://pytorch.org/docs/stable/generated/torch.diagflat.html?highlight=diagflat#torch.diagflat) | [paddle.diagflat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagflat_cn.html#diagflat) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagflat.md) | -| 178 | [torch.Tensor.vsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.vsplit.html) | [paddle.Tensor.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#vsplit-num_or_indices-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.vsplit.md) | -| 179 | [torch.movedim](https://pytorch.org/docs/stable/generated/torch.movedim.html?highlight=movedim#torch.movedim) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.movedim.md) | -| 180 | [torch.Tensor.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor.html) | paddle.Tensor.bitwise_xor | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_xor.md) | -| 181 | [torch.cdist](https://pytorch.org/docs/stable/generated/torch.cdist.html#torch.cdist) | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cdist.md) | -| 182 | [torch.fft.fftshift](https://pytorch.org/docs/stable/generated/torch.fft.fftshift.html#torch.fft.fftshift) | [paddle.fft.fftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftshift_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.fft.fftshift.md) | -| 183 | [torch.nn.functional.softsign](https://pytorch.org/docs/stable/generated/torch.nn.functional.softsign.html?highlight=softsign#torch.nn.functional.softsign) | [paddle.nn.functional.softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softsign_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softsign.md) | -| 184 | [torch.nn.ModuleList](https://pytorch.org/docs/stable/generated/torch.nn.ModuleList.html?highlight=torch+nn+modulelist#torch.nn.ModuleList) | [paddle.nn.LayerList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerList_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ModuleList.md) | -| 185 | [torch.Tensor.cross](https://pytorch.org/docs/stable/generated/torch.Tensor.cross.html?highlight=cross#torch.Tensor.cross) | [paddle.Tensor.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cross-y-axis-none-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cross.md) | -| 186 | [torch.Tensor.ger](https://pytorch.org/docs/stable/generated/torch.Tensor.ger.html?highlight=torch+tensor+ger#torch.Tensor.ger) | paddle.Tensor.outer | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ger.md) | -| 187 | [torch.Tensor.isclose](https://pytorch.org/docs/stable/generated/torch.Tensor.isclose.html) | [paddle.Tensor.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isclose-x-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.isclose.md) | -| 188 | [torch.kthvalue](https://pytorch.org/docs/stable/generated/torch.kthvalue.html?highlight=kthvalue#torch.kthvalue) | [paddle.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kthvalue_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.kthvalue.md) | -| 189 | [torch.nn.functional.hardtanh_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.hardtanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardtanh_.md) | -| 190 | [torch.Tensor.lerp](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp.html) | [paddle.Tensor.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lerp.md) | -| 191 | [torch.Tensor.addmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm.html) | paddle.Tensor.addmm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.addmm.md) | -| 192 | [torch.Tensor.igammac_](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac_.html#torch.Tensor.igammac_) | [paddle.Tensor.gammaincc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc__cn.html#gammaincc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igammac_.md) | -| 193 | [torch.nn.functional.glu](https://pytorch.org/docs/stable/generated/torch.nn.functional.glu.html?highlight=glu#torch.nn.functional.glu) | [paddle.nn.functional.glu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/glu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.glu.md) | -| 194 | [torch.Tensor.orgqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.Tensor.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.orgqr.md) | -| 195 | [torch.positive](https://pytorch.org/docs/stable/generated/torch.positive.html#torch-positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.positive.md) | -| 196 | [torch.moveaxis](https://pytorch.org/docs/stable/generated/torch.moveaxis.html?highlight=moveaxis#torch.moveaxis) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.moveaxis.md) | -| 197 | [torch.nn.functional.adaptive\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool2d.html?highlight=adaptive_max_pool2d#torch.nn.functional.adaptive_max_pool2d) | [paddle.nn.functional.adaptive\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool2d.md) | -| 198 | [torch.Tensor.hypot](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot.html#torch.Tensor.hypot) | [paddle.Tensor.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hypot.md) | -| 199 | [torch.nn.Hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.Hardshrink.html?highlight=hardshrink#torch.nn.Hardshrink) | [paddle.nn.Hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardshrink_cn.html#hardshrink) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Hardshrink.md) | -| 200 | [torch.trace](https://pytorch.org/docs/stable/generated/torch.trace.html?highlight=trace#torch.trace) | [paddle.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trace_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trace.md) | -| 201 | [torch.Tensor.igamma](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma.html#torch.Tensor.igamma) | [paddle.Tensor.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc_cn.html#gammainc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igamma.md) | -| 202 | [torch.profiler.schedule](https://pytorch.org/docs/stable/profiler.html#torch.profiler.schedule) | [paddle.profiler.make_scheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/make_scheduler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.profiler.schedule.md) | -| 203 | [torch.Tensor.hardshrink](https://pytorch.org/docs/stable/generated/torch.Tensor.hardshrink.html?highlight=torch+tensor+hardshrink#torch.Tensor.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html#hardshrink) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hardshrink.md) | -| 204 | [torch.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.bitwise_xor.html) | [paddle.bitwise_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_xor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_xor.md) | -| 205 | [torch.conj](https://pytorch.org/docs/stable/generated/torch.conj.html?highlight=conj#torch.conj) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.conj.md) | -| 206 | [torch.pinverse](https://pytorch.org/docs/stable/generated/torch.pinverse.html?highlight=pinverse#torch.pinverse) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html#pinv) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.pinverse.md) | -| 207 | [torch.nn.functional.relu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu_.html?highlight=relu_#torch.nn.functional.relu_) | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu_.md) | -| 208 | [torch.Tensor.diagonal](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal.html?highlight=diagonal#torch.Tensor.diagonal) | [paddle.Tensor.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diagonal.md) | -| 209 | [torch.Tensor.pow_](https://pytorch.org/docs/stable/generated/torch.Tensor.pow_.html) | paddle.Tensor.pow_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.pow_.md) | -| 210 | [torch.nn.functional.affine_grid](https://pytorch.org/docs/stable/generated/torch.nn.functional.affine_grid.html?highlight=affine_grid#torch.nn.functional.affine_grid) | [paddle.nn.functional.affine_grid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/affine_grid_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.affine_grid.md) | -| 211 | [torch.select_scatter](https://pytorch.org/docs/stable/generated/torch.select_scatter.html#torch-select-scatter) | [paddle.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/select_scatter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.select_scatter.md) | -| 212 | [torch.dstack](https://pytorch.org/docs/stable/generated/torch.dstack.html#torch.dstack) | [paddle.dstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dstack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dstack.md) | -| 213 | [torch.as_strided](https://pytorch.org/docs/stable/generated/torch.as_strided.html?highlight=as_strided#torch.as_strided) | [paddle.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/as_strided_cn.html#as-strided) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.as_strided.md) | -| 214 | [torch.linalg.matrix_exp](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_exp.html#torch.linalg.matrix_exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.matrix_exp.md) | -| 215 | [torchvision.io.read_file](https://pytorch.org/vision/main/generated/torchvision.io.read_file.html) | [paddle.vision.ops.read_file](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/read_file_cn.html#cn-api-paddle-vision-ops-read-file) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torchvision.io.read_file.md) | -| 216 | [torch.dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dropout.md) | -| 217 | [torch.Tensor.ormqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ormqr.md) | -| 218 | [torch.nn.functional.local\_response\_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.local_response_norm.html?highlight=local_response_norm#torch.nn.functional.local_response_norm) | [paddle.nn.functional.local\_response\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/local_response_norm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.local_response_norm.md) | -| 219 | [torch.Tensor.roll](https://pytorch.org/docs/stable/generated/torch.Tensor.roll.html?highlight=torch+tensor+roll#torch.Tensor.roll) | [paddle.Tensor.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.roll.md) | -| 220 | [torch.Tensor.bitwise\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and_.html) | paddle.Tensor.bitwise_and_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_and_.md) | -| 221 | [torch.nn.functional.softshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.softshrink.html?highlight=softshrink#torch.nn.functional.softshrink) | [paddle.nn.functional.softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softshrink_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softshrink.md) | -| 222 | [torch.nn.functional.relu6](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu6.html?highlight=relu6#torch.nn.functional.relu6) | [paddle.nn.functional.relu6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu6_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu6.md) | -| 223 | [torch.Tensor.lcm](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm.html) | paddle.Tensor.lcm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lcm.md) | -| 224 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.from_numpy.md) | -| 225 | [torch.combinations](https://pytorch.org/docs/stable/generated/torch.combinations.html#torch.combinations) | [paddle.combinations](https://github.com/PaddlePaddle/Paddle/blob/8932f1c5e26788ab1eed226e70fafb1ea67ce737/python/paddle/tensor/math.py#L7099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.combinations.md) | -| 226 | [torch.Tensor.maximum](https://pytorch.org/docs/stable/generated/torch.Tensor.maximum.html#torch.Tensor.maximum) | [paddle.Tensor.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#maximum-y-axis-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.maximum.md) | -| 227 | [torch.Tensor.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky_solve.html#torch-tensor-cholesky-solve) | paddle.Tensor.cholesky_solve | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cholesky_solve.md) | -| 228 | [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html?highlight=conv2d#torch.nn.functional.conv2d) | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv2d.md) | +| 1 | [torch.sparse.mm](https://pytorch.org/docs/stable/generated/torch.sparse.mm.html?highlight=torch+sparse+mm#torch.sparse.mm) | [paddle.sparse.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/matmul_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.sparse.mm.html) | +| 2 | [torch.nn.functional.leaky\_relu\_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.leaky\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.leaky_relu_.html) | +| 3 | [torch.Tensor.index\_put\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put_.html#torch.Tensor.index_put_) | paddle.Tensor.index_put_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_put_.html) | +| 4 | [torch.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.diagonal_scatter.html?highlight=diagonal_scatter#torch.diagonal_scatter) | [paddle.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_scatter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagonal_scatter.html) | +| 5 | [torch.imag](https://pytorch.org/docs/stable/generated/torch.imag.html?highlight=imag#torch.imag) | [paddle.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/imag_cn.html#imag) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.imag.html) | +| 6 | [torch.Tensor.as_strided](https://pytorch.org/docs/stable/generated/torch.Tensor.as_strided.html?highlight=as_strided#torch.Tensor.as_strided) | [paddle.Tensor.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#as-strided-x-shape-stride-offset-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.as_strided.html) | +| 7 | [torch.trapezoid](https://pytorch.org/docs/stable/generated/torch.trapezoid.html#torch.trapezoid) | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trapezoid.html) | +| 8 | [torch.Tensor.minimum](https://pytorch.org/docs/stable/generated/torch.Tensor.minimum.html) | [paddle.Tensor.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#minimum-y-axis-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.minimum.html) | +| 9 | [torch.nn.AdaptiveMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool3d.html?highlight=adaptivemaxpool3d#torch.nn.AdaptiveMaxPool3d) | [paddle.nn.AdaptiveMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool3D_cn.html#adaptivemaxpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool3d.html) | +| 10 | [torch.Tensor.bitwise_and](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and.html) | paddle.Tensor.bitwise_and | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_and.html) | +| 11 | [torch.nn.CosineSimilarity](https://pytorch.org/docs/stable/generated/torch.nn.CosineSimilarity.html?highlight=nn+cosinesimilarity#torch.nn.CosineSimilarity) | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.CosineSimilarity.html) | +| 12 | [torch.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.cholesky_solve.html?highlight=cholesky#torch.cholesky_solve) | [paddle.linalg.cholesky_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_solve_cn.html#cholesky-solve) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cholesky_solve.html) | +| 13 | [torch.Tensor.rot90](https://pytorch.org/docs/stable/generated/torch.Tensor.rot90.html?highlight=torch+tensor+rot90#torch.Tensor.rot90) | paddle.Tensor.rot90 | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.rot90.html) | +| 14 | [torch.nn.functional.adaptive\_avg\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool1d.html?highlight=adaptive_avg_pool1d#torch.nn.functional.adaptive_avg_pool1d) | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool1d.html) | +| 15 | [torch.nn.Module.register_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_module.html) | +| 16 | [torch.autograd.function.FunctionCtx.mark\_non\_differentiable](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_non_differentiable.html#torch.autograd.function.FunctionCtx.mark_non_differentiable) | [paddle.autograd.PyLayerContext.mark\_non\_differentiable](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#mark-non-differentiable-self-tensors) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.autograd.function.FunctionCtx.mark_non_differentiable.html) | +| 17 | [torch.Tensor.lcm_](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm_.html) | paddle.Tensor.lcm_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lcm_.html) | +| 18 | [torch.nn.Module.parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.parameters) | [paddle.nn.Layer.parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#parameters-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.parameters.html) | +| 19 | [torch.vsplit](https://pytorch.org/docs/stable/generated/torch.vsplit.html#torch.vsplit) | [paddle.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vsplit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vsplit.html) | +| 20 | [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html#torch.nn.functional.layer_norm) | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.layer_norm.html) | +| 21 | [torch.nn.functional.adaptive\_avg\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool2d.html?highlight=adaptive_avg_pool2d#torch.nn.functional.adaptive_avg_pool2d) | [paddle.nn.functional.adaptive\_avg\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool2d.html) | +| 22 | [torch.Tensor.dsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.dsplit.html) | [paddle.Tensor.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dsplit-num_or_indices-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.dsplit.html) | +| 23 | [torch.Tensor.ldexp](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp.html#torch.Tensor.ldexp) | [paddle.Tensor.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ldexp.html) | +| 24 | [torch.isreal](https://pytorch.org/docs/stable/generated/torch.isreal.html#torch-isreal) | [paddle.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isreal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isreal.html) | +| 25 | [torch.Tensor.vdot](https://pytorch.org/docs/stable/generated/torch.Tensor.vdot.html#torch.Tensor.vdot) | [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.vdot.html) | +| 26 | [torch.nn.utils.parametrizations.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.weight_norm.html) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.parametrizations.weight_norm.html) | +| 27 | [torch.pca_lowrank](https://pytorch.org/docs/stable/generated/torch.pca_lowrank.html#torch.pca_lowrank) | [paddle.linalg.pca_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pca_lowrank_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.pca_lowrank.html) | +| 28 | [torch.Tensor.igamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma_.html#torch.Tensor.igamma_) | [paddle.Tensor.gammainc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc__cn.html#gammainc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igamma_.html) | +| 29 | [torch.Tensor.var](https://pytorch.org/docs/stable/generated/torch.Tensor.var.html#torch.Tensor.var) | [paddle.Tensor.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#var-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.var.html) | +| 30 | [torch.nn.functional.fold](https://pytorch.org/docs/stable/generated/torch.nn.functional.fold.html?highlight=functional+fold#torch.nn.functional.fold) | [paddle.nn.functional.fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fold_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.fold.html) | +| 31 | [torch.Tensor.bitwise_or](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or.html) | paddle.Tensor.bitwise_or | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_or.html) | +| 32 | [torch.unflatten](https://pytorch.org/docs/stable/generated/torch.unflatten.html#torch.unflatten) | [paddle.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unflatten_cn.html#unflatten) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.unflatten.html) | +| 33 | [torch.feature\_alpha\_dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.feature_alpha_dropout.html) | +| 34 | [torch.Tensor.heaviside](https://pytorch.org/docs/stable/generated/torch.Tensor.heaviside.html?highlight=torch+tensor+heaviside#torch.Tensor.heaviside) | [paddle.Tensor.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#heaviside-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.heaviside.html) | +| 35 | [torch.distributed.scatter\_object\_list](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter_object_list) | [paddle.distributed.scatter\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_object_list_cn.html#scatter-object-list) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.scatter_object_list.html) | +| 36 | [torch.nn.functional.tanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanh.html) | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanh.html) | +| 37 | [torch.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/stable/api/paddle/nn/functional/elu__cn.html) | [paddle.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.elu_.html) | +| 38 | [torch.Tensor.nextafter](https://pytorch.org/docs/stable/generated/torch.Tensor.nextafter.html#torch.Tensor.nextafter) | [paddle.Tensor.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nextafter.html) | +| 39 | [torch.flip](https://pytorch.org/docs/stable/generated/torch.flip.html?highlight=flip#torch.flip) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.flip.html) | +| 40 | [torch.corrcoef](https://pytorch.org/docs/stable/generated/torch.corrcoef.html?highlight=corrcoef#torch.corrcoef) | [paddle.linalg.corrcoef](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/corrcoef_cn.html#corrcoef) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.corrcoef.html) | +| 41 | [torch.nn.functional.logsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.logsigmoid.html?highlight=logsigmoid#torch.nn.functional.logsigmoid) | [paddle.nn.functional.log_sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_sigmoid_cn.html) | - | +| 42 | [torch.Tensor.dist](https://pytorch.org/docs/stable/generated/torch.Tensor.dist.html?highlight=dist#torch.Tensor.dist) | [paddle.Tensor.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dist-y-p-2) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.dist.html) | +| 43 | [torch.Tensor.flip](https://pytorch.org/docs/stable/generated/torch.Tensor.flip.html?highlight=flip#torch.Tensor.flip) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.flip.html) | +| 44 | [torch.nn.utils.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.html?highlight=nn+utils+weight_norm#torch.nn.utils.weight_norm) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.weight_norm.html) | +| 45 | [torch.nn.functional.cosine_similarity](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_similarity.html?highlight=cosine#torch.nn.functional.cosine_similarity) | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.cosine_similarity.html) | +| 46 | [torch.nn.Fold](https://pytorch.org/docs/stable/generated/torch.nn.Fold.html?highlight=nn+fold#torch.nn.Fold) | [paddle.nn.Fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Fold_cn.html#fold) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Fold.html) | +| 47 | [torch.nn.ModuleDict](https://pytorch.org/docs/stable/generated/torch.nn.ModuleDict.html?highlight=torch+nn+moduledict#torch.nn.ModuleDict) | [paddle.nn.LayerDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerDict_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ModuleDict.html) | +| 48 | [torch.Tensor.true\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide_.html) | paddle.Tensor.divide_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.true_divide_.html) | +| 49 | [torch.Tensor.kthvalue](https://pytorch.org/docs/stable/generated/torch.Tensor.kthvalue.html) | [paddle.Tensor.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#kthvalue-k-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.kthvalue.html) | +| 50 | [torch.nn.functional.triplet\_margin\_with\_distance\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_with_distance_loss.html?highlight=triplet_margin_with_distance_loss#torch.nn.functional.triplet_margin_with_distance_loss) | [paddle.nn.functional.triplet\_margin\_with\_distance\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_with_distance_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.triplet_margin_with_distance_loss.html) | +| 51 | [torch.Tensor.diff](https://pytorch.org/docs/stable/generated/torch.Tensor.diff.html?highlight=diff#torch.Tensor.diff) | [paddle.Tensor.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diff.html) | +| 52 | [torch.nn.functional.pairwise_distance](https://pytorch.org/docs/stable/generated/torch.nn.functional.pairwise_distance.html) | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pairwise_distance.html) | +| 53 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | [paddlenlp.generation.StoppingCriteriaList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/stopping_criteria.py#L72) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/transformers.StoppingCriteriaList.html) | +| 54 | [torch.Tensor.hsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.hsplit.html) | [paddle.Tensor.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#hsplit-num_or_indices-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hsplit.html) | +| 55 | [torch.nn.Module.add_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+add_module#torch.nn.Module.add_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.add_module.html) | +| 56 | [torch.nn.functional.unfold](https://pytorch.org/docs/stable/generated/torch.nn.functional.unfold.html#torch.nn.functional.unfold) | [paddle.nn.functional.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/unfold_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.unfold.html) | +| 57 | [torch.Tensor.quantile](https://pytorch.org/docs/stable/generated/torch.Tensor.quantile.html#torch.Tensor.quantile) | [paddle.Tensor.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#quantile-q-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.quantile.html) | +| 58 | [torch.utils.dlpack.from_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+from_dlpack#torch.utils.dlpack.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.utils.dlpack.from_dlpack.html) | +| 59 | [torch.cuda.nvtx.range_push](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_push.html?highlight=range_push#torch.cuda.nvtx.range_push) | [paddle.framework.core.nvprof\_nvtx\_push](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2465) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cuda.nvtx.range_push.html) | +| 60 | [torch.nn.ParameterDict](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterDict) | [paddle.nn.ParameterDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterDict_cn.html#parameterdict) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ParameterDict.html) | +| 61 | [torch.Tensor.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal_scatter.html?highlight=diagonal_scatter#torch.Tensor.diagonal_scatter) | [paddle.Tensor.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-scatter-x-y-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diagonal_scatter.html) | +| 62 | [torch.nn.AdaptiveMaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool1d.html?highlight=adaptivemaxpool1d#torch.nn.AdaptiveMaxPool1d) | [paddle.nn.AdaptiveMaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool1D_cn.html#adaptivemaxpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool1d.html) | +| 63 | [torch.det](https://pytorch.org/docs/stable/generated/torch.det.html?highlight=det#torch.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.det.html) | +| 64 | [torch.abs_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.abs_.html) | +| 65 | [torch.isin](https://pytorch.org/docs/stable/generated/torch.isin.html#torch.isin) | [paddle.isin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isin_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isin.html) | +| 66 | [torch.Tensor.eq](https://pytorch.org/docs/stable/generated/torch.Tensor.eq.html?highlight=eq#torch.Tensor.eq) | [paddle.Tensor.equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.eq.html) | +| 67 | [torch.Tensor.ldexp_](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp_.html) | paddle.Tensor.ldexp_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ldexp_.html) | +| 68 | [torch.nn.GaussianNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.GaussianNLLLoss) | [paddle.nn.GaussianNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GaussianNLLLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.GaussianNLLLoss.html) | +| 69 | [torch.hsplit](https://pytorch.org/docs/stable/generated/torch.hsplit.html#torch.hsplit) | [paddle.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hsplit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.hsplit.html) | +| 70 | [torch.nn.functional.gaussian\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.gaussian_nll_loss.html#torch.nn.functional.gaussian_nll_loss) | [paddle.nn.functional.gaussian\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gaussian_nll_loss_cn.html#gaussian-nll-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.gaussian_nll_loss.html) | +| 71 | [torch.Tensor.index\_fill\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill_.html?highlight=index_fill_#torch.Tensor.index_fill_) | paddle.Tensor.index_fill_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_fill_.html) | +| 72 | [torch.svd_lowrank](https://pytorch.org/docs/stable/generated/torch.svd_lowrank.html?highlight=torch+svd_lowrank#torch.svd_lowrank) | [paddle.linalg.svd_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_lowrank_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.svd_lowrank.html) | +| 73 | [torch.max_pool3d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.max_pool3d.html) | +| 74 | [torch.take](https://pytorch.org/docs/stable/generated/torch.take.html?highlight=torch+take#torch.take) | [paddle.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/take_cn.html#take) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.take.html) | +| 75 | [torch.nn.functional.adaptive\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool3d.html?highlight=adaptive_max_pool3d#torch.nn.functional.adaptive_max_pool3d) | [paddle.nn.functional.adaptive\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool3d.html) | +| 76 | [torch.kron](https://pytorch.org/docs/stable/generated/torch.kron.html#torch-kron) | [paddle.kron](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kron_cn.html#kron) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.kron.html) | +| 77 | [torch.Tensor.baddbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm.html#torch.Tensor.baddbmm) | [paddle.Tensor.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.baddbmm.html) | +| 78 | [torch.allclose](https://pytorch.org/docs/stable/generated/torch.allclose.html?highlight=allclose#torch.allclose) | [paddle.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/allclose_cn.html#allclose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.allclose.html) | +| 79 | [torch.bitwise_or](https://pytorch.org/docs/stable/generated/torch.bitwise_or.html#torch-bitwise-or) | [paddle.bitwise_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_or_cn.html#bitwise-or) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_or.html) | +| 80 | [torch.nn.utils.spectral_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.html?highlight=nn+utils+spectral_norm#torch.nn.utils.spectral_norm) | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.spectral_norm.html) | +| 81 | [torch.is\_floating\_point](https://pytorch.org/docs/stable/generated/torch.is_floating_point.html?highlight=is_floating_point#torch.is_floating_point) | [paddle.is\_floating\_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_floating_point_cn.html#is-floating-point) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.is_floating_point.html) | +| 82 | [torch.Tensor.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html?highlight=index_fill#torch.Tensor.index_fill) | [paddle.Tensor.index_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_fill_cn.html#index-fill) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_fill.html) | +| 83 | [torch.nn.functional.softplus](https://pytorch.org/docs/stable/generated/torch.nn.functional.softplus.html?highlight=softplus#torch.nn.functional.softplus) | [paddle.nn.functional.softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softplus_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softplus.html) | +| 84 | [torch.Tensor.inner](https://pytorch.org/docs/stable/generated/torch.Tensor.inner.html) | paddle.Tensor.inner | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.inner.html) | +| 85 | [torch.nn.Module.register_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_buffer) | [paddle.nn.Layer.register_buffer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-buffer-name-tensor-persistable-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_buffer.html) | +| 86 | [torch.bitwise_not](https://pytorch.org/docs/stable/generated/torch.bitwise_not.html?highlight=bitwise_not#torch.bitwise_not) | [paddle.bitwise_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_not_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_not.html) | +| 87 | [torch.istft](https://pytorch.org/docs/stable/generated/torch.istft.html?highlight=istft#torch.istft) | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.istft.html) | +| 88 | [torch.nn.functional.adaptive\_max\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool1d.html?highlight=torch+nn+functional+adaptive_max_pool1d#torch.nn.functional.adaptive_max_pool1d) | [paddle.nn.functional.adaptive\_max\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool1d_cn.html#adaptive-max-pool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool1d.html) | +| 89 | [torch.Tensor.logical\_or\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or_.html) | paddle.Tensor.logical_or_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_or_.html) | +| 90 | [torch.Tensor.gcd_](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd_.html) | paddle.Tensor.gcd_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.gcd_.html) | +| 91 | [torch.dsplit](https://pytorch.org/docs/stable/generated/torch.dsplit.html#torch.dsplit) | [paddle.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dsplit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dsplit.html) | +| 92 | [torch.nn.PairwiseDistance](https://pytorch.org/docs/stable/generated/torch.nn.PairwiseDistance.html?highlight=nn+pairwisedistance#torch.nn.PairwiseDistance) | [paddle.nn.PairwiseDistance](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PairwiseDistance_cn.html#pairwisedistance) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.PairwiseDistance.html) | +| 93 | [torch.Tensor.logical\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor_.html) | paddle.Tensor.logical_xor_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_xor_.html) | +| 94 | [torch.Tensor.hypot_](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot_.html#torch.Tensor.hypot_) | [paddle.Tensor.hypot_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot__cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hypot_.html) | +| 95 | [torch.Tensor.gcd](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd.html?highlight=torch+tensor+gcd#torch.Tensor.gcd) | [paddle.Tensor.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#gcd-x-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.gcd.html) | +| 96 | [torch.Tensor.outer](https://pytorch.org/docs/stable/generated/torch.Tensor.outer.html?highlight=outer#torch.Tensor.outer) | paddle.Tensor.outer | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.outer.html) | +| 97 | [torch.distributions.distribution.Distribution.rsample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.rsample) | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.rsample.html) | +| 98 | [torch.nn.functional.adaptive\_avg\_pool3d](https://pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.adaptive_avg_pool3d.html?highlight=adaptive_avg_pool3d#torch.ao.nn.quantized.functional.adaptive_avg_pool3d) | [paddle.nn.functional.adaptive\_avg\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool3d.html) | +| 99 | [torch.cumulative_trapezoid](https://pytorch.org/docs/stable/generated/torch.cumulative_trapezoid.html#torch.cumulative_trapezoid) | [paddle.cumulative_trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumulative_trapezoid_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cumulative_trapezoid.html) | +| 100 | [torch.nn.Softmax](https://pytorch.org/docs/stable/generated/torch.nn.Softmax.html?highlight=nn+softmax#torch.nn.Softmax) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Softmax.html) | +| 101 | [torch.utils.dlpack.to_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+to_dlpack#torch.utils.dlpack.to_dlpack) | [paddle.utils.dlpack.to_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/to_dlpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.utils.dlpack.to_dlpack.html) | +| 102 | [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html?highlight=conv3d#torch.nn.functional.conv3d) | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv3d.html) | +| 103 | [torch.nn.functional.huber_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.huber_loss.html#torch.nn.functional.huber_loss) | [paddle.nn.functional.smooth\_l1\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/smooth_l1_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.huber_loss.html) | +| 104 | [torch.tan](https://pytorch.org/docs/stable/generated/torch.tan.html) | [paddle.tan](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/tan_cn.html#tan) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.tan.html) | +| 105 | [torch.Tensor.unsqueeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze_.html#torch-tensor-unsqueeze) | [paddle.Tensor.unsqueeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unsqueeze_.html) | +| 106 | [torch.isclose](https://pytorch.org/docs/stable/generated/torch.isclose.html?highlight=isclose#torch.isclose) | [paddle.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isclose_cn.html#isclose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isclose.html) | +| 107 | [torch.nn.Unflatten](https://pytorch.org/docs/stable/generated/torch.nn.Unflatten.html?highlight=torch+nn+unflatten#torch.nn.Unflatten) | [paddle.nn.Unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unflatten_cn.html#unflatten) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Unflatten.html) | +| 108 | [torch.vander](https://pytorch.org/docs/stable/generated/torch.vander.html?highlight=vander#torch.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html#vander) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vander.html) | +| 109 | [torch.Tensor.broadcast_to](https://pytorch.org/docs/stable/generated/torch.Tensor.broadcast_to.html) | [paddle.Tensor.broadcast_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#broadcast-to-shape-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.broadcast_to.html) | +| 110 | [torch.Tensor.renorm](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm.html#torch-tensor-renorm) | paddle.Tensor.renorm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.renorm.html) | +| 111 | [torch.nn.functional.tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanhshrink.html?highlight=tanhshri#torch.nn.functional.tanhshrink) | [paddle.nn.functional.tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/tanhshrink_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanhshrink.html) | +| 112 | [torch.distributions.kl.register_kl](https://pytorch.org/docs/stable/distributions.html?highlight=register_kl#torch.distributions.kl.register_kl) | [paddle.distribution.register_kl](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/register_kl_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.kl.register_kl.html) | +| 113 | [torch.Tensor.cumsum_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum_.html) | paddle.Tensor.cumsum_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cumsum_.html) | +| 114 | [torch.distributed.rpc.remote](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.remote) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.rpc.remote.html) | +| 115 | [torch.Tensor.mode](https://pytorch.org/docs/stable/generated/torch.Tensor.mode.html) | [paddle.Tensor.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mode-axis-1-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.mode.html) | +| 116 | [torch.Tensor.fmin](https://pytorch.org/docs/stable/generated/torch.Tensor.fmin.html?highlight=fmin#torch.Tensor.fmin) | [paddle.Tensor.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html#fmin) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.fmin.html) | +| 117 | torch.relu | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html#relu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.relu.html) | +| 118 | [torch.bincount](https://pytorch.org/docs/stable/generated/torch.bincount.html?highlight=bincount#torch.bincount) | [paddle.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bincount_cn.html#bincount) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bincount.html) | +| 119 | [torch.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html#torch.Tensor.index_fill) | [paddle.index_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5900) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.index_fill.html) | +| 120 | [torch.nn.AdaptiveMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool2d.html?highlight=adaptivemaxpool2d#torch.nn.AdaptiveMaxPool2d) | [paddle.nn.AdaptiveMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool2D_cn.html#adaptivemaxpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool2d.html) | +| 121 | [torch.real](https://pytorch.org/docs/stable/generated/torch.real.html?highlight=real#torch.real) | [paddle.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/real_cn.html#real) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.real.html) | +| 122 | [torch.nn.LogSoftmax](https://pytorch.org/docs/stable/generated/torch.nn.LogSoftmax.html?highlight=nn+logsoftmax#torch.nn.LogSoftmax) | [paddle.nn.LogSoftmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LogSoftmax_cn.html#logsoftmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.LogSoftmax.html) | +| 123 | [torch.nn.functional.hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardshrink.html?highlight=hardshrink#torch.nn.functional.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardshrink.html) | +| 124 | [torch.nn.Module.register_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_parameter) | [paddle.nn.Layer.add_parameter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-parameter-name-parameter) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_parameter.html) | +| 125 | [torch.vstack](https://pytorch.org/docs/stable/generated/torch.vstack.html#torch.vstack) | [paddle.vstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vstack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vstack.html) | +| 126 | [torch.distributions.distribution.Distribution.sample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.sample) | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.sample.html) | +| 127 | [torch.nn.Module.named_buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_buffers) | [paddle.nn.Layer.named_buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-buffers-prefix-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.named_buffers.html) | +| 128 | [torch.nn.Module.named_parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+named_parameters#torch.nn.Module.named_parameters) | [paddle.nn.Layer.named_parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-parameters-prefix-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.named_parameters.html) | +| 129 | [torch.Tensor.lerp_](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp_.html) | [paddle.Tensor.lerp_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lerp_.html) | +| 130 | [torch.tile](https://pytorch.org/docs/stable/generated/torch.tile.html?highlight=tile#torch.tile) | [paddle.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tile_cn.html#tile) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.tile.html) | +| 131 | [torch.Tensor.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html#torch.nanquantile) | [paddle.Tensor.nanquantile](https://github.com/PaddlePaddle/Paddle/pull/41343) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nanquantile.html) | +| 132 | [torch.nn.Module.buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.buffers) | [paddle.nn.Layer.buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#buffers-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.buffers.html) | +| 133 | [torch.fft.ifftshift](https://pytorch.org/docs/stable/generated/torch.fft.ifftshift.html#torch.fft.ifftshift) | [paddle.fft.ifftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftshift_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.fft.ifftshift.html) | +| 134 | [torch.row_stack](https://pytorch.org/docs/stable/generated/torch.row_stack.html#torch.row_stack) | [paddle.row_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/row_stack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.row_stack.html) | +| 135 | [torch.Tensor.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.atan2.html) | +| 136 | [torch.nn.Softshrink](https://pytorch.org/docs/stable/generated/torch.nn.Softshrink.html?highlight=nn+softshrink#torch.nn.Softshrink) | [paddle.nn.Softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softshrink_cn.html#softshrink) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Softshrink.html) | +| 137 | [torch.hstack](https://pytorch.org/docs/stable/generated/torch.hstack.html#torch.hstack) | [paddle.hstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hstack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.hstack.html) | +| 138 | [transformers.generation.LogitsProcessor](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#logitsprocessor) | [paddlenlp.generation.LogitsProcessor](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/logits_process.py#L26) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/transformers.generation.LogitsProcessor.html) | +| 139 | [torch.nn.GLU](https://pytorch.org/docs/stable/generated/torch.nn.GLU.html#torch.nn.GLU) | [paddle.nn.GLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GLU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.GLU.html) | +| 140 | [torch.Tensor.igammac](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac.html#torch.Tensor.igammac) | [paddle.Tensor.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc_cn.html#gammaincc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igammac.html) | +| 141 | [torch.Tensor.index_put](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put.html?highlight=index_put#torch.Tensor.index_put) | [paddle.Tensor.index_put](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_put_cn.html#index-put) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_put.html) | +| 142 | [torch.Tensor.select_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.select_scatter.html#torch-select-scatter) | [paddle.Tensor.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.select_scatter.html) | +| 143 | [torch.Tensor.logaddexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp.html#torch.Tensor.logaddexp) | [paddle.Tensor.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logaddexp.html) | +| 144 | [torch.nn.ParameterList](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterList) | [paddle.nn.ParameterList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterList_cn.html#parameterlist) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ParameterList.html) | +| 145 | [torch.from_dlpack](https://pytorch.org/docs/stable/generated/torch.from_dlpack.html?highlight=from_dlpack#torch.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.from_dlpack.html) | +| 146 | [torch.Tensor.logical\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and_.html) | paddle.Tensor.logical_and_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_and_.html) | +| 147 | [torch.distributed.rpc.get\_worker\_info](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.get_worker_info) | [paddle.distributed.rpc.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/get_worker_info_cn.html#cn-api-distributed-rpc-get-worker-info) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.rpc.get_worker_info.html) | +| 148 | [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html?highlight=conv1d#torch.nn.functional.conv1d) | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv1d.html) | +| 149 | [torch.Tensor.renorm_](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm_.html#torch-tensor-renorm_) | paddle.Tensor.renorm_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.renorm_.html) | +| 150 | [torch.Tensor.fmax](https://pytorch.org/docs/stable/generated/torch.Tensor.fmax.html?highlight=fmax#torch.Tensor.fmax) | [paddle.Tensor.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html#fmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.fmax.html) | +| 151 | [torch.diagonal](https://pytorch.org/docs/stable/generated/torch.diagonal.html?highlight=diagonal#torch.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagonal.html) | +| 152 | [torch.histogramdd](https://pytorch.org/docs/stable/generated/torch.histogramdd.html#torch-histogramdd) | [paddle.histogramdd](https://github.com/PaddlePaddle/Paddle/blob/a19227d9ee0e351363a4bb27b50b1becbec58a6c/python/paddle/tensor/linalg.py#L3875) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.histogramdd.html) | +| 153 | [torch.dist](https://pytorch.org/docs/stable/generated/torch.dist.html?highlight=dist#torch.dist) | [paddle.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dist_cn.html#dist) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dist.html) | +| 154 | [torch.Tensor.tensor_split](https://pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.html) | [paddle.Tensor.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor_split-num_or_indices-axis-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.tensor_split.html) | +| 155 | [torch.Tensor.nansum](https://pytorch.org/docs/stable/generated/torch.Tensor.nansum.html?highlight=nansum#torch.Tensor.nansum) | paddle.Tensor.nansum | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nansum.html) | +| 156 | [torch.Tensor.std](https://pytorch.org/docs/stable/generated/torch.Tensor.std.html?highlight=torch+tensor+std#torch.Tensor.std) | [paddle.Tensor.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#std-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.std.html) | +| 157 | [torch.Tensor.bitwise\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor_.html) | paddle.Tensor.bitwise_xor_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_xor_.html) | +| 158 | [torch.Tensor.diag](https://pytorch.org/docs/stable/generated/torch.Tensor.diag.html?highlight=diag#torch.Tensor.diag) | [paddle.Tensor.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html#diag) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diag.html) | +| 159 | [torch.linalg.lstsq](https://pytorch.org/docs/stable/generated/torch.linalg.lstsq.html?highlight=lstsq#torch.linalg.lstsq) | [paddle.linalg.lstsq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lstsq_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.lstsq.html) | +| 160 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | [paddle.nn.Unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unfold_cn.html#unfold) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Unfold.html) | +| 161 | [torch.nn.Flatten](https://pytorch.org/docs/stable/generated/torch.nn.Flatten.html?highlight=nn+flatten#torch.nn.Flatten) | [paddle.nn.Flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Flatten_cn.html#flatten) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Flatten.html) | +| 162 | [torch.bitwise_and](https://pytorch.org/docs/stable/generated/torch.bitwise_and.html#torch.bitwise_and) | [paddle.bitwise_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_and_cn.html#bitwise-and) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_and.html) | +| 163 | [torch.Tensor.squeeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.squeeze_.html#torch-tensor-squeeze) | [paddle.Tensor.squeeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id19) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.squeeze_.html) | +| 164 | [torch.sparse.addmm](https://pytorch.org/docs/stable/generated/torch.sparse.addmm.html?highlight=addmm#torch.sparse.addmm) | [paddle.sparse.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/addmm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.sparse.addmm.html) | +| 165 | [torch.rot90](https://pytorch.org/docs/stable/generated/torch.rot90.html?highlight=torch+rot90#torch.rot90) | [paddle.rot90](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rot90_cn.html#rot90) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.rot90.html) | +| 166 | [torch.nn.functional.pdist](https://pytorch.org/docs/stable/generated/torch.nn.functional.pdist.html#torch.nn.functional.pdist) | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pdist.html) | +| 167 | [torch.Tensor.unflatten](https://pytorch.org/docs/stable/generated/torch.Tensor.unflatten.html#torch.Tensor.unflatten) | [paddle.Tensor.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unflatten-axis-shape-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unflatten.html) | +| 168 | [torch.squeeze](https://pytorch.org/docs/stable/generated/torch.squeeze.html?highlight=squeeze#torch.squeeze) | [paddle.squeeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/squeeze_cn.html#squeeze) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.squeeze.html) | +| 169 | [torch.nn.utils.remove\_weight\_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.remove_weight_norm.html?highlight=nn+utils+remove_weight_norm#torch.nn.utils.remove_weight_norm) | [paddle.nn.utils.remove\_weight\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/remove_weight_norm_cn.html#remove-weight-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.remove_weight_norm.html) | +| 170 | [torch.Tensor.baddbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm_.html#torch.Tensor.baddbmm_) | [paddle.Tensor.baddbmm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.baddbmm_.html) | +| 171 | [torch.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html#torch.Tensor.masked_fill) | [paddle.masked_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5111) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.masked_fill.html) | +| 172 | [torch.special.log_softmax](https://pytorch.org/docs/stable/special.html#torch.special.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.special.log_softmax.html) | +| 173 | [torch.Tensor.unfold](https://pytorch.org/docs/stable/generated/torch.Tensor.unfold.html?highlight=unfold#torch.Tensor.unfold) | [paddle.Tensor.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unfold-x-axis-size-step-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unfold.html) | +| 174 | [torch.Tensor.addmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm_.html) | paddle.Tensor.addmm_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.addmm_.html) | +| 175 | [torch.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html#celu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.celu.html) | +| 176 | [torch.nn.functional.grid_sample](https://pytorch.org/docs/stable/generated/torch.nn.functional.grid_sample.html?highlight=grid_sample#torch.nn.functional.grid_sample) | [paddle.nn.functional.grid_sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/grid_sample_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.grid_sample.html) | +| 177 | [torch.diagflat](https://pytorch.org/docs/stable/generated/torch.diagflat.html?highlight=diagflat#torch.diagflat) | [paddle.diagflat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagflat_cn.html#diagflat) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagflat.html) | +| 178 | [torch.Tensor.vsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.vsplit.html) | [paddle.Tensor.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#vsplit-num_or_indices-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.vsplit.html) | +| 179 | [torch.movedim](https://pytorch.org/docs/stable/generated/torch.movedim.html?highlight=movedim#torch.movedim) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.movedim.html) | +| 180 | [torch.Tensor.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor.html) | paddle.Tensor.bitwise_xor | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_xor.html) | +| 181 | [torch.cdist](https://pytorch.org/docs/stable/generated/torch.cdist.html#torch.cdist) | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cdist.html) | +| 182 | [torch.fft.fftshift](https://pytorch.org/docs/stable/generated/torch.fft.fftshift.html#torch.fft.fftshift) | [paddle.fft.fftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftshift_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.fft.fftshift.html) | +| 183 | [torch.nn.functional.softsign](https://pytorch.org/docs/stable/generated/torch.nn.functional.softsign.html?highlight=softsign#torch.nn.functional.softsign) | [paddle.nn.functional.softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softsign_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softsign.html) | +| 184 | [torch.nn.ModuleList](https://pytorch.org/docs/stable/generated/torch.nn.ModuleList.html?highlight=torch+nn+modulelist#torch.nn.ModuleList) | [paddle.nn.LayerList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerList_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ModuleList.html) | +| 185 | [torch.Tensor.cross](https://pytorch.org/docs/stable/generated/torch.Tensor.cross.html?highlight=cross#torch.Tensor.cross) | [paddle.Tensor.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cross-y-axis-none-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cross.html) | +| 186 | [torch.Tensor.ger](https://pytorch.org/docs/stable/generated/torch.Tensor.ger.html?highlight=torch+tensor+ger#torch.Tensor.ger) | paddle.Tensor.outer | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ger.html) | +| 187 | [torch.Tensor.isclose](https://pytorch.org/docs/stable/generated/torch.Tensor.isclose.html) | [paddle.Tensor.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isclose-x-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.isclose.html) | +| 188 | [torch.kthvalue](https://pytorch.org/docs/stable/generated/torch.kthvalue.html?highlight=kthvalue#torch.kthvalue) | [paddle.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kthvalue_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.kthvalue.html) | +| 189 | [torch.nn.functional.hardtanh_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.hardtanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardtanh_.html) | +| 190 | [torch.Tensor.lerp](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp.html) | [paddle.Tensor.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lerp.html) | +| 191 | [torch.Tensor.addmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm.html) | paddle.Tensor.addmm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.addmm.html) | +| 192 | [torch.Tensor.igammac_](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac_.html#torch.Tensor.igammac_) | [paddle.Tensor.gammaincc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc__cn.html#gammaincc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igammac_.html) | +| 193 | [torch.nn.functional.glu](https://pytorch.org/docs/stable/generated/torch.nn.functional.glu.html?highlight=glu#torch.nn.functional.glu) | [paddle.nn.functional.glu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/glu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.glu.html) | +| 194 | [torch.Tensor.orgqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.Tensor.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.orgqr.html) | +| 195 | [torch.positive](https://pytorch.org/docs/stable/generated/torch.positive.html#torch-positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.positive.html) | +| 196 | [torch.moveaxis](https://pytorch.org/docs/stable/generated/torch.moveaxis.html?highlight=moveaxis#torch.moveaxis) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.moveaxis.html) | +| 197 | [torch.nn.functional.adaptive\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool2d.html?highlight=adaptive_max_pool2d#torch.nn.functional.adaptive_max_pool2d) | [paddle.nn.functional.adaptive\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool2d.html) | +| 198 | [torch.Tensor.hypot](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot.html#torch.Tensor.hypot) | [paddle.Tensor.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hypot.html) | +| 199 | [torch.nn.Hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.Hardshrink.html?highlight=hardshrink#torch.nn.Hardshrink) | [paddle.nn.Hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardshrink_cn.html#hardshrink) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Hardshrink.html) | +| 200 | [torch.trace](https://pytorch.org/docs/stable/generated/torch.trace.html?highlight=trace#torch.trace) | [paddle.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trace_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trace.html) | +| 201 | [torch.Tensor.igamma](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma.html#torch.Tensor.igamma) | [paddle.Tensor.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc_cn.html#gammainc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igamma.html) | +| 202 | [torch.profiler.schedule](https://pytorch.org/docs/stable/profiler.html#torch.profiler.schedule) | [paddle.profiler.make_scheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/make_scheduler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.profiler.schedule.html) | +| 203 | [torch.Tensor.hardshrink](https://pytorch.org/docs/stable/generated/torch.Tensor.hardshrink.html?highlight=torch+tensor+hardshrink#torch.Tensor.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html#hardshrink) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hardshrink.html) | +| 204 | [torch.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.bitwise_xor.html) | [paddle.bitwise_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_xor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_xor.html) | +| 205 | [torch.conj](https://pytorch.org/docs/stable/generated/torch.conj.html?highlight=conj#torch.conj) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.conj.html) | +| 206 | [torch.pinverse](https://pytorch.org/docs/stable/generated/torch.pinverse.html?highlight=pinverse#torch.pinverse) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html#pinv) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.pinverse.html) | +| 207 | [torch.nn.functional.relu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu_.html?highlight=relu_#torch.nn.functional.relu_) | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu_.html) | +| 208 | [torch.Tensor.diagonal](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal.html?highlight=diagonal#torch.Tensor.diagonal) | [paddle.Tensor.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diagonal.html) | +| 209 | [torch.Tensor.pow_](https://pytorch.org/docs/stable/generated/torch.Tensor.pow_.html) | paddle.Tensor.pow_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.pow_.html) | +| 210 | [torch.nn.functional.affine_grid](https://pytorch.org/docs/stable/generated/torch.nn.functional.affine_grid.html?highlight=affine_grid#torch.nn.functional.affine_grid) | [paddle.nn.functional.affine_grid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/affine_grid_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.affine_grid.html) | +| 211 | [torch.select_scatter](https://pytorch.org/docs/stable/generated/torch.select_scatter.html#torch-select-scatter) | [paddle.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/select_scatter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.select_scatter.html) | +| 212 | [torch.dstack](https://pytorch.org/docs/stable/generated/torch.dstack.html#torch.dstack) | [paddle.dstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dstack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dstack.html) | +| 213 | [torch.as_strided](https://pytorch.org/docs/stable/generated/torch.as_strided.html?highlight=as_strided#torch.as_strided) | [paddle.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/as_strided_cn.html#as-strided) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.as_strided.html) | +| 214 | [torch.linalg.matrix_exp](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_exp.html#torch.linalg.matrix_exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.matrix_exp.html) | +| 215 | [torchvision.io.read_file](https://pytorch.org/vision/main/generated/torchvision.io.read_file.html) | [paddle.vision.ops.read_file](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/read_file_cn.html#cn-api-paddle-vision-ops-read-file) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torchvision.io.read_file.html) | +| 216 | [torch.dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dropout.html) | +| 217 | [torch.Tensor.ormqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ormqr.html) | +| 218 | [torch.nn.functional.local\_response\_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.local_response_norm.html?highlight=local_response_norm#torch.nn.functional.local_response_norm) | [paddle.nn.functional.local\_response\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/local_response_norm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.local_response_norm.html) | +| 219 | [torch.Tensor.roll](https://pytorch.org/docs/stable/generated/torch.Tensor.roll.html?highlight=torch+tensor+roll#torch.Tensor.roll) | [paddle.Tensor.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.roll.html) | +| 220 | [torch.Tensor.bitwise\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and_.html) | paddle.Tensor.bitwise_and_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_and_.html) | +| 221 | [torch.nn.functional.softshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.softshrink.html?highlight=softshrink#torch.nn.functional.softshrink) | [paddle.nn.functional.softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softshrink_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softshrink.html) | +| 222 | [torch.nn.functional.relu6](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu6.html?highlight=relu6#torch.nn.functional.relu6) | [paddle.nn.functional.relu6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu6_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu6.html) | +| 223 | [torch.Tensor.lcm](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm.html) | paddle.Tensor.lcm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lcm.html) | +| 224 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.from_numpy.html) | +| 225 | [torch.combinations](https://pytorch.org/docs/stable/generated/torch.combinations.html#torch.combinations) | [paddle.combinations](https://github.com/PaddlePaddle/Paddle/blob/8932f1c5e26788ab1eed226e70fafb1ea67ce737/python/paddle/tensor/math.py#L7099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.combinations.html) | +| 226 | [torch.Tensor.maximum](https://pytorch.org/docs/stable/generated/torch.Tensor.maximum.html#torch.Tensor.maximum) | [paddle.Tensor.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#maximum-y-axis-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.maximum.html) | +| 227 | [torch.Tensor.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky_solve.html#torch-tensor-cholesky-solve) | paddle.Tensor.cholesky_solve | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cholesky_solve.html) | +| 228 | [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html?highlight=conv2d#torch.nn.functional.conv2d) | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv2d.html) | ### 4. paddle 参数更多 **分类简介** @@ -864,128 +864,128 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torchvision.ops.nms](https://pytorch.org/vision/main/generated/torchvision.ops.nms.html) | [paddle.vision.ops.nms](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/nms_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.nms.md) | -| 2 | [torch.Tensor.cummin](https://pytorch.org/docs/stable/generated/torch.Tensor.cummin.html?highlight=cummin#torch.Tensor.cummin) | [paddle.Tensor.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummin-x-axis-none-dtype-int64-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cummin.md) | -| 3 | [torch.nn.functional.max_unpool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool3d.html?highlight=max_unpool3d#torch.nn.functional.max_unpool3d) | [paddle.nn.functional.max_unpool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool3d.md) | -| 4 | [torch.Tensor.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_right_shift.md) | -| 5 | [torch.nn.functional.group_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.group_norm.html#torch.nn.functional.group_norm) | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.group_norm.md) | -| 6 | [torch.nn.Module.double](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.double) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.double.md) | -| 7 | [torch.nn.MaxUnpool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool3d.html?highlight=maxunpool3d#torch.nn.MaxUnpool3d) | [paddle.nn.MaxUnPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool3d.md) | -| 8 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | [paddle.nn.functional.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pad_cn.html#pad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pad.md) | -| 9 | [torch.nn.LazyConv2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv2d.html) | [paddle.nn.Conv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2D_cn.html#conv2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv2d.md) | -| 10 | [torch.Tensor.corrcoef](https://pytorch.org/docs/stable/generated/torch.Tensor.corrcoef.html#torch.Tensor.corrcoef) | paddle.Tensor.corrcoef | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.corrcoef.md) | -| 11 | [torch.nn.functional.conv_transpose2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose2d.html?highlight=conv_#torch.nn.functional.conv_transpose2d) | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose2d.md) | -| 12 | [torch.autograd.profiler.profile.export\_chrome\_trace](https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.export_chrome_trace.html#torch.autograd.profiler.profile.export_chrome_trace) | [paddle.profiler.export\_chrome\_tracing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/export_chrome_tracing_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.autograd.profiler.profile.export_chrome_trace.md) | -| 13 | [torch.cuda.LongTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.LongTensor.md) | -| 14 | [torchvision.transforms.RandomHorizontalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomHorizontalFlip.html?highlight=randomhorizontalflip#torchvision.transforms.RandomHorizontalFlip) | [paddle.vision.transforms.RandomHorizontalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomHorizontalFlip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomHorizontalFlip.md) | -| 15 | [torch.Tensor.take](https://pytorch.org/docs/stable/generated/torch.Tensor.take.html#torch.Tensor.take) | [paddle.Tensor.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#take-index-mode-raise-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.take.md) | -| 16 | [torch.Tensor.count_nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.count_nonzero.html#torch.Tensor.count_nonzero) | [paddle.Tensor.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#count-nonzero-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.count_nonzero.md) | -| 17 | [torch.nn.Module.bfloat16](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.bfloat16) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.bfloat16.md) | -| 18 | [torch.nn.Upsample](https://pytorch.org/docs/stable/generated/torch.nn.Upsample.html?highlight=upsample#torch.nn.Upsample) | [paddle.nn.Upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Upsample.md) | -| 19 | [torch.nn.Module.cpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.cpu.md) | -| 20 | [torch.nn.LazyConv3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv3d.html) | [paddle.nn.Conv3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3D_cn.html#conv3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv3d.md) | -| 21 | [torch.nn.Module.state_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.state_dict) | [paddle.nn.Layer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#state-dict-destination-none-include-sublayers-true-use-hook-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.state_dict.md) | -| 22 | [torch.nn.ConstantPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad1d.html?highlight=constantpad1d#torch.nn.ConstantPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad1d.md) | -| 23 | [torch.nn.functional.max_unpool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool2d.html?highlight=max_unpool2d#torch.nn.functional.max_unpool2d) | [paddle.nn.functional.max_unpool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool2d.md) | -| 24 | [torchvision.transforms.RandomCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomCrop.html) | [paddle.vision.transforms.RandomCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomCrop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomCrop.md) | -| 25 | [torch.nn.functional.conv_transpose1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose1d.html?highlight=conv_trans#torch.nn.functional.conv_transpose1d) | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose1d.md) | -| 26 | [torch.nn.Module.named_modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_modules) | [paddle.nn.Layer.named_sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-sublayers-prefix-include-self-false-layers-set-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.named_modules.md) | -| 27 | [torch.nn.Module.modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.modules) | [paddle.nn.Layer.sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Layer_cn.html#sublayers-include-self-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.modules.md) | -| 28 | [torch.Tensor.to\_sparse\_coo](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_coo.html) | paddle.Tensor.to_sparse_coo | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.to_sparse_coo.md) | -| 29 | [torch.Tensor.uniform_](https://pytorch.org/docs/stable/generated/torch.Tensor.uniform_.html#torch-tensor-uniform) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#uniform-min-1-0-max-1-0-seed-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.uniform_.md) | -| 30 | [torch.nn.functional.hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardsigmoid.html) | [paddle.nn.functional.hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.hardsigmoid.md) | -| 31 | [torch.nn.functional.pixel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_shuffle.html?highlight=pixel_shuffle#torch.nn.functional.pixel_shuffle) | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_shuffle.md) | -| 32 | [torch.optim.Optimizer](https://pytorch.org/docs/stable/optim.html#torch.optim.Optimizer) | [paddle.optimizer.Optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.optim.Optimizer.md) | -| 33 | [torch.utils.data.BatchSampler](https://pytorch.org/docs/stable/data.html?highlight=batchsampler#torch.utils.data.BatchSampler) | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.utils.data.BatchSampler.md) | -| 34 | [torch.nn.LazyConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose1d.html) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose1d.md) | -| 35 | [torch.nn.Module.half](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.half) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.half.md) | -| 36 | [torch.nn.LazyBatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm3d.html) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm3d.md) | -| 37 | [torch.Tensor.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.Tensor.unique_consecutive.html#torch.Tensor.unique_consecutive) | paddle.Tensor.unique_consecutive | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.unique_consecutive.md) | -| 38 | [torch.nn.LazyInstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm2d.html) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm2d.md) | -| 39 | [torch.Tensor.cov](https://pytorch.org/docs/stable/generated/torch.Tensor.cov.html#torch.Tensor.cov) | paddle.Tensor.cov | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cov.md) | -| 40 | [torch.Tensor.fliplr](https://pytorch.org/docs/stable/generated/torch.Tensor.fliplr.html?highlight=fliplr#torch.Tensor.fliplr) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.fliplr.md) | -| 41 | [torch.cuda.FloatTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.FloatTensor.md) | -| 42 | [torch.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.selu.md) | -| 43 | [torch.nn.CircularPad3d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad3d.html#circularpad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.CircularPad3d.md) | -| 44 | [torch.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_right_shift.html) | [paddle.bitwise\_right\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_right_shift_cn.html#bitwise-right-shift) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.bitwise_right_shift.md) | -| 45 | [torch.nn.UpsamplingBilinear2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingBilinear2d.html?highlight=upsamplingbilinear2d#torch.nn.UpsamplingBilinear2d) | [paddle.nn.UpsamplingBilinear2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingBilinear2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.UpsamplingBilinear2d.md) | -| 46 | [torch.nn.functional.conv_transpose3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose3d.html?highlight=conv_#torch.nn.functional.conv_transpose3d) | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose3d.md) | -| 47 | [torchvision.transforms.ColorJitter](https://pytorch.org/vision/main/generated/torchvision.transforms.ColorJitter.html) | [paddle.vision.transforms.ColorJitter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ColorJitter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.ColorJitter.md) | -| 48 | [torchvision.transforms.Pad](https://pytorch.org/vision/main/generated/torchvision.transforms.Pad.html) | [paddle.vision.transforms.Pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Pad__upper_cn.html#pad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.Pad.md) | -| 49 | [torch.nn.LazyInstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm1d.html) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm1d.md) | -| 50 | [torch.nn.PixelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelShuffle.html?highlight=pixel#torch.nn.PixelShuffle) | [paddle.nn.PixelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelShuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.PixelShuffle.md) | -| 51 | [torch.nn.functional.pixel_unshuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_unshuffle.html?highlight=pixel_unshuffle#torch.nn.functional.pixel_unshuffle) | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_unshuffle.md) | -| 52 | [torch.nn.MaxUnpool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool2d.html?highlight=maxunpool2d#torch.nn.MaxUnpool2d) | [paddle.nn.MaxUnPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool2d.md) | -| 53 | [torch.nn.ConstantPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad2d.html?highlight=pad#torch.nn.ConstantPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad2d.md) | -| 54 | [torch.Tensor.cummax](https://pytorch.org/docs/stable/generated/torch.Tensor.cummax.html?highlight=cummax#torch.Tensor.cummax) | [paddle.Tensor.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummax-x-axis-none-dtype-int64-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cummax.md) | -| 55 | [torch.nansum](https://pytorch.org/docs/stable/generated/torch.nansum.html) | [paddle.nansum](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nansum_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nansum.md) | -| 56 | [torchvision.transforms.RandomErasing](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomErasing.html?highlight=randomerasing#torchvision.transforms.RandomErasing) | [paddle.vision.transforms.RandomErasing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomErasing_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomErasing.md) | -| 57 | [torchvision.transforms.RandomVerticalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomVerticalFlip.html) | [paddle.vision.transforms.RandomVerticalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomVerticalFlip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transform.RandomVerticalFlip.md) | -| 58 | [torch.cuda.ByteTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.ByteTensor.md) | -| 59 | [torch.nn.LocalResponseNorm](https://pytorch.org/docs/stable/generated/torch.nn.LocalResponseNorm.html?highlight=localre#torch.nn.LocalResponseNorm) | [paddle.nn.LocalResponseNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LocalResponseNorm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LocalResponseNorm.md) | -| 60 | [torch.nn.LPPool2d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool2d.html#lppool2d) | [paddle.nn.LPPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool2D_cn.html#lppool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LPPool2d.md) | -| 61 | [torch.nn.Module.float](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.float) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.float.md) | -| 62 | [torch.nn.functional.lp_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool1d.html#torch.nn.functional.lp_pool1d) | [paddle.nn.functional.lp_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool1d_cn.html#lp-pool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.lp_pool1d.md) | -| 63 | [torch.nn.AdaptiveAvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.html) | [paddle.nn.AdaptiveAvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool2D_cn.html#adaptiveavgpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.AdaptiveAvgPool2d.md) | -| 64 | [torch.nn.functional.max_unpool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool1d.html?highlight=max_unpool1d#torch.nn.functional.max_unpool1d) | [paddle.nn.functional.max_unpool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool1d.md) | -| 65 | [torch.Tensor.argwhere](https://pytorch.org/docs/stable/generated/torch.Tensor.argwhere.html#torch.Tensor.argwhere) | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.argwhere.md) | -| 66 | [torch.nn.LazyLinear](https://pytorch.org/docs/stable/generated/torch.nn.LazyLinear.html) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyLinear.md) | -| 67 | [torch.nn.LazyConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose2d.html) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose2d.md) | -| 68 | [torch.nn.LazyBatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm1d.html) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm1d.md) | -| 69 | [torch.nn.MaxUnpool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool1d.html?highlight=maxunpool1d#torch.nn.MaxUnpool1d) | [paddle.nn.MaxUnPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool1D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool1d.md) | -| 70 | [torchvision.ops.deform_conv2d](https://pytorch.org/vision/main/generated/torchvision.ops.deform_conv2d.html) | [paddle.vision.ops.deform_conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/deform_conv2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.deform_conv2d.md) | -| 71 | [torchvision.transforms.Grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.Grayscale.html) | [paddle.vision.transforms.Grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Grayscale_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.Grayscale.md) | -| 72 | [torch.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_left_shift.html) | [paddle.bitwise\_left\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_left_shift_cn.html#bitwise-left-shift) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.bitwise_left_shift.md) | -| 73 | [torch.autograd.Function.backward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.backward.html#torch.autograd.Function.backward) | [paddle.autograd.PyLayer.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#backward-ctx-args-kwargs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.autograd.Function.backward.md) | -| 74 | [torch.Tensor.fill\_diagonal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_diagonal_.html?highlight=fill_diagonal_#torch.Tensor.fill_diagonal_) | [paddle.Tensor.fill\_diagonal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-diagonal-x-value-offset-0-wrap-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.fill_diagonal_.md) | -| 75 | [torch.nn.LPPool1d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool1d.html#lppool1d) | [paddle.nn.LPPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool1D_cn.html#lppool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LPPool1d.md) | -| 76 | [torch.nn.LazyInstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm3d.html) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm3d.md) | -| 77 | [torch.flipud](https://pytorch.org/docs/stable/generated/torch.flipud.html?highlight=flipud#torch.flipud) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.flipud.md) | -| 78 | [torchvision.transforms.CenterCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.CenterCrop.html) | [paddle.vision.transforms.CenterCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/CenterCrop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.CenterCrop.md) | -| 79 | [torch.nn.Softmax2d](https://pytorch.org/docs/stable/generated/torch.nn.Softmax2d.html?highlight=softmax2d#torch.nn.Softmax2d) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Softmax2d.md) | -| 80 | [torchvision.transforms.ToTensor](https://pytorch.org/vision/main/generated/torchvision.transforms.ToTensor.html?highlight=totensor#torchvision.transforms.ToTensor) | [paddle.vision.transforms.ToTensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ToTensor_cn.html#totensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.ToTensor.md) | -| 81 | [torch.cuda.DoubleTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.DoubleTensor.md) | -| 82 | [torch.fliplr](https://pytorch.org/docs/stable/generated/torch.fliplr.html?highlight=fliplr#torch.fliplr) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.fliplr.md) | -| 83 | [torch.nn.ChannelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html?highlight=channelshuffle#torch.nn.ChannelShuffle) | [paddle.nn.ChannelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ChannelShuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ChannelShuffle.md) | -| 84 | [torch.nn.functional.upsample](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample.html?highlight=upsample#torch.nn.functional.upsample) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample.md) | -| 85 | [torch.optim.LBFGS](https://pytorch.org/docs/stable/generated/torch.optim.LBFGS.html) | [paddle.optimizer.LBFGS](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/LBFGS_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.optim.LBFGS.md) | -| 86 | [torch.nn.LazyConv1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv1d.html) | [paddle.nn.Conv1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1D_cn.html#conv1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv1d.md) | -| 87 | [torch.Tensor.pinverse](https://pytorch.org/docs/stable/generated/torch.Tensor.pinverse.html#torch.Tensor.pinverse) | paddle.Tensor.pinv | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.pinverse.md) | -| 88 | [torch.nn.Module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module#torch.nn.Module) | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.md) | -| 89 | [torch.Tensor.bitwise\_left\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift_.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_left_shift_.md) | -| 90 | [torch.nn.UpsamplingNearest2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingNearest2d.html?highlight=upsampl#torch.nn.UpsamplingNearest2d) | [paddle.nn.UpsamplingNearest2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingNearest2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.UpsamplingNearest2d.md) | -| 91 | [torch.nn.LazyBatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm2d.html) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm2d.md) | -| 92 | [torch.cuda.HalfTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.HalfTensor.md) | -| 93 | [torch.nn.functional.prelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.prelu.html?highlight=prelu#torch.nn.functional.prelu) | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.prelu.md) | -| 94 | [torch.Tensor.lu_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.lu_solve.html#torch-tensor-lu-solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.lu_solve.md) | -| 95 | [torch.nn.Module.cuda](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cuda) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.cuda.md) | -| 96 | [torch.linalg.vander](https://pytorch.org/docs/stable/generated/torch.linalg.vander.html#torch.linalg.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.linalg.vander.md) | -| 97 | [torch.cuda.ShortTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.ShortTensor.md) | -| 98 | [torch.Tensor.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logcumsumexp.html?highlight=logcumsumexp#torch.Tensor.logcumsumexp) | [paddle.Tensor.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.logcumsumexp.md) | -| 99 | [torch.nn.functional.upsample_bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_bilinear.html#torch.nn.functional.upsample_bilinear) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample_bilinear.md) | -| 100 | [torchvision.transforms.functional.to_tensor](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_tensor.html) | [paddle.vision.transforms.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.functional.to_tensor.md) | -| 101 | [torch.Tensor.bitwise\_right\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift_.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_right_shift_.md) | -| 102 | [torch.nn.ConstantPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad3d.html?highlight=pad#torch.nn.ConstantPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad3d.md) | -| 103 | [torch.cpu.amp.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.cpu.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cpu.amp.autocast.md) | -| 104 | [torch.Tensor.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_left_shift.md) | -| 105 | [torch.nn.AdaptiveAvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.html) | [paddle.nn.AdaptiveAvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool3D_cn.html#adaptiveavgpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.AdaptiveAvgPool3d.md) | -| 106 | [torch.cuda.BoolTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.BoolTensor.md) | -| 107 | [torch.nn.PixelUnshuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelUnshuffle.html?highlight=pixel#torch.nn.PixelUnshuffle) | [paddle.nn.PixelUnshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelUnshuffle_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.PixelUnshuffle.md) | -| 108 | [torch.Tensor.flipud](https://pytorch.org/docs/stable/generated/torch.Tensor.flipud.html?highlight=flipud#torch.Tensor.flipud) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.flipud.md) | -| 109 | [torch.Tensor.trace](https://pytorch.org/docs/stable/generated/torch.Tensor.trace.html#torch-tensor-trace) | [paddle.Tensor.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trace-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.trace.md) | -| 110 | [torch.nn.functional.upsample_nearest](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_nearest.html#torch.nn.functional.upsample_nearest) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample_nearest.md) | -| 111 | [torch.nn.ZeroPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad2d.html?highlight=zeropad#torch.nn.ZeroPad2d) | [paddle.nn.ZeroPad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ZeroPad2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ZeroPad2d.md) | -| 112 | [flash\_attn.ops.rms\_norm.rms\_norm](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/ops/rms_norm.py#L14) | [paddle.incubate.nn.functional.fused\_rms\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/incubate/nn/functional/fused_rms_norm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/flash_attn.ops.rms_norm.rms_norm.md) | -| 113 | [torch.cov](https://pytorch.org/docs/stable/generated/torch.cov.html?highlight=cov#torch.cov) | [paddle.linalg.cov](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cov_cn.html#cov) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cov.md) | -| 114 | [torch.nn.functional.channel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html) | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.channel_shuffle.md) | -| 115 | [torch.Tensor.median](https://pytorch.org/docs/stable/generated/torch.Tensor.median.html) | [paddle.Tensor.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#median-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.median.md) | -| 116 | [torch.cuda.IntTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.IntTensor.md) | -| 117 | [torchvision.ops.DeformConv2d](https://pytorch.org/vision/main/generated/torchvision.ops.DeformConv2d.html) | [paddle.vision.ops.DeformConv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/DeformConv2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.DeformConv2d.md) | -| 118 | [torch.Tensor.nanmedian](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmedian.html) | [paddle.Tensor.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nanmedian-axis-none-keepdim-true-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.nanmedian.md) | -| 119 | [torch.nn.LazyConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose3d.html) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose3d.md) | -| 120 | [torch.count_nonzero](https://pytorch.org/docs/stable/generated/torch.count_nonzero.html?highlight=count_nonzero#torch.count_nonzero) | [paddle.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/count_nonzero_cn.html#count-nonzero) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.count_nonzero.md) | -| 121 | [torch.cuda.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.amp.autocast.md) | -| 122 | [torch.nn.functional.lp_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool2d.html#torch.nn.functional.lp_pool2d) | [paddle.nn.functional.lp_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool2d_cn.html#lp-pool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.lp_pool2d.md) | +| 1 | [torchvision.ops.nms](https://pytorch.org/vision/main/generated/torchvision.ops.nms.html) | [paddle.vision.ops.nms](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/nms_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.nms.html) | +| 2 | [torch.Tensor.cummin](https://pytorch.org/docs/stable/generated/torch.Tensor.cummin.html?highlight=cummin#torch.Tensor.cummin) | [paddle.Tensor.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummin-x-axis-none-dtype-int64-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cummin.html) | +| 3 | [torch.nn.functional.max_unpool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool3d.html?highlight=max_unpool3d#torch.nn.functional.max_unpool3d) | [paddle.nn.functional.max_unpool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool3d.html) | +| 4 | [torch.Tensor.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_right_shift.html) | +| 5 | [torch.nn.functional.group_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.group_norm.html#torch.nn.functional.group_norm) | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.group_norm.html) | +| 6 | [torch.nn.Module.double](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.double) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.double.html) | +| 7 | [torch.nn.MaxUnpool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool3d.html?highlight=maxunpool3d#torch.nn.MaxUnpool3d) | [paddle.nn.MaxUnPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool3d.html) | +| 8 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | [paddle.nn.functional.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pad_cn.html#pad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pad.html) | +| 9 | [torch.nn.LazyConv2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv2d.html) | [paddle.nn.Conv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2D_cn.html#conv2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv2d.html) | +| 10 | [torch.Tensor.corrcoef](https://pytorch.org/docs/stable/generated/torch.Tensor.corrcoef.html#torch.Tensor.corrcoef) | paddle.Tensor.corrcoef | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.corrcoef.html) | +| 11 | [torch.nn.functional.conv_transpose2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose2d.html?highlight=conv_#torch.nn.functional.conv_transpose2d) | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose2d.html) | +| 12 | [torch.autograd.profiler.profile.export\_chrome\_trace](https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.export_chrome_trace.html#torch.autograd.profiler.profile.export_chrome_trace) | [paddle.profiler.export\_chrome\_tracing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/export_chrome_tracing_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.autograd.profiler.profile.export_chrome_trace.html) | +| 13 | [torch.cuda.LongTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.LongTensor.html) | +| 14 | [torchvision.transforms.RandomHorizontalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomHorizontalFlip.html?highlight=randomhorizontalflip#torchvision.transforms.RandomHorizontalFlip) | [paddle.vision.transforms.RandomHorizontalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomHorizontalFlip_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomHorizontalFlip.html) | +| 15 | [torch.Tensor.take](https://pytorch.org/docs/stable/generated/torch.Tensor.take.html#torch.Tensor.take) | [paddle.Tensor.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#take-index-mode-raise-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.take.html) | +| 16 | [torch.Tensor.count_nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.count_nonzero.html#torch.Tensor.count_nonzero) | [paddle.Tensor.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#count-nonzero-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.count_nonzero.html) | +| 17 | [torch.nn.Module.bfloat16](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.bfloat16) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.bfloat16.html) | +| 18 | [torch.nn.Upsample](https://pytorch.org/docs/stable/generated/torch.nn.Upsample.html?highlight=upsample#torch.nn.Upsample) | [paddle.nn.Upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Upsample.html) | +| 19 | [torch.nn.Module.cpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.cpu.html) | +| 20 | [torch.nn.LazyConv3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv3d.html) | [paddle.nn.Conv3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3D_cn.html#conv3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv3d.html) | +| 21 | [torch.nn.Module.state_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.state_dict) | [paddle.nn.Layer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#state-dict-destination-none-include-sublayers-true-use-hook-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.state_dict.html) | +| 22 | [torch.nn.ConstantPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad1d.html?highlight=constantpad1d#torch.nn.ConstantPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad1d.html) | +| 23 | [torch.nn.functional.max_unpool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool2d.html?highlight=max_unpool2d#torch.nn.functional.max_unpool2d) | [paddle.nn.functional.max_unpool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool2d.html) | +| 24 | [torchvision.transforms.RandomCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomCrop.html) | [paddle.vision.transforms.RandomCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomCrop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomCrop.html) | +| 25 | [torch.nn.functional.conv_transpose1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose1d.html?highlight=conv_trans#torch.nn.functional.conv_transpose1d) | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose1d.html) | +| 26 | [torch.nn.Module.named_modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_modules) | [paddle.nn.Layer.named_sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-sublayers-prefix-include-self-false-layers-set-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.named_modules.html) | +| 27 | [torch.nn.Module.modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.modules) | [paddle.nn.Layer.sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Layer_cn.html#sublayers-include-self-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.modules.html) | +| 28 | [torch.Tensor.to\_sparse\_coo](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_coo.html) | paddle.Tensor.to_sparse_coo | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.to_sparse_coo.html) | +| 29 | [torch.Tensor.uniform_](https://pytorch.org/docs/stable/generated/torch.Tensor.uniform_.html#torch-tensor-uniform) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#uniform-min-1-0-max-1-0-seed-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.uniform_.html) | +| 30 | [torch.nn.functional.hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardsigmoid.html) | [paddle.nn.functional.hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.hardsigmoid.html) | +| 31 | [torch.nn.functional.pixel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_shuffle.html?highlight=pixel_shuffle#torch.nn.functional.pixel_shuffle) | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_shuffle.html) | +| 32 | [torch.optim.Optimizer](https://pytorch.org/docs/stable/optim.html#torch.optim.Optimizer) | [paddle.optimizer.Optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.optim.Optimizer.html) | +| 33 | [torch.utils.data.BatchSampler](https://pytorch.org/docs/stable/data.html?highlight=batchsampler#torch.utils.data.BatchSampler) | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.utils.data.BatchSampler.html) | +| 34 | [torch.nn.LazyConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose1d.html) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose1d.html) | +| 35 | [torch.nn.Module.half](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.half) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.half.html) | +| 36 | [torch.nn.LazyBatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm3d.html) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm3d.html) | +| 37 | [torch.Tensor.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.Tensor.unique_consecutive.html#torch.Tensor.unique_consecutive) | paddle.Tensor.unique_consecutive | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.unique_consecutive.html) | +| 38 | [torch.nn.LazyInstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm2d.html) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm2d.html) | +| 39 | [torch.Tensor.cov](https://pytorch.org/docs/stable/generated/torch.Tensor.cov.html#torch.Tensor.cov) | paddle.Tensor.cov | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cov.html) | +| 40 | [torch.Tensor.fliplr](https://pytorch.org/docs/stable/generated/torch.Tensor.fliplr.html?highlight=fliplr#torch.Tensor.fliplr) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.fliplr.html) | +| 41 | [torch.cuda.FloatTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.FloatTensor.html) | +| 42 | [torch.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.selu.html) | +| 43 | [torch.nn.CircularPad3d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad3d.html#circularpad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.CircularPad3d.html) | +| 44 | [torch.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_right_shift.html) | [paddle.bitwise\_right\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_right_shift_cn.html#bitwise-right-shift) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.bitwise_right_shift.html) | +| 45 | [torch.nn.UpsamplingBilinear2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingBilinear2d.html?highlight=upsamplingbilinear2d#torch.nn.UpsamplingBilinear2d) | [paddle.nn.UpsamplingBilinear2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingBilinear2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.UpsamplingBilinear2d.html) | +| 46 | [torch.nn.functional.conv_transpose3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose3d.html?highlight=conv_#torch.nn.functional.conv_transpose3d) | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose3d.html) | +| 47 | [torchvision.transforms.ColorJitter](https://pytorch.org/vision/main/generated/torchvision.transforms.ColorJitter.html) | [paddle.vision.transforms.ColorJitter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ColorJitter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.ColorJitter.html) | +| 48 | [torchvision.transforms.Pad](https://pytorch.org/vision/main/generated/torchvision.transforms.Pad.html) | [paddle.vision.transforms.Pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Pad__upper_cn.html#pad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.Pad.html) | +| 49 | [torch.nn.LazyInstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm1d.html) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm1d.html) | +| 50 | [torch.nn.PixelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelShuffle.html?highlight=pixel#torch.nn.PixelShuffle) | [paddle.nn.PixelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelShuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.PixelShuffle.html) | +| 51 | [torch.nn.functional.pixel_unshuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_unshuffle.html?highlight=pixel_unshuffle#torch.nn.functional.pixel_unshuffle) | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_unshuffle.html) | +| 52 | [torch.nn.MaxUnpool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool2d.html?highlight=maxunpool2d#torch.nn.MaxUnpool2d) | [paddle.nn.MaxUnPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool2d.html) | +| 53 | [torch.nn.ConstantPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad2d.html?highlight=pad#torch.nn.ConstantPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad2d.html) | +| 54 | [torch.Tensor.cummax](https://pytorch.org/docs/stable/generated/torch.Tensor.cummax.html?highlight=cummax#torch.Tensor.cummax) | [paddle.Tensor.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummax-x-axis-none-dtype-int64-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cummax.html) | +| 55 | [torch.nansum](https://pytorch.org/docs/stable/generated/torch.nansum.html) | [paddle.nansum](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nansum_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nansum.html) | +| 56 | [torchvision.transforms.RandomErasing](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomErasing.html?highlight=randomerasing#torchvision.transforms.RandomErasing) | [paddle.vision.transforms.RandomErasing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomErasing_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomErasing.html) | +| 57 | [torchvision.transforms.RandomVerticalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomVerticalFlip.html) | [paddle.vision.transforms.RandomVerticalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomVerticalFlip_cn.html) | - | +| 58 | [torch.cuda.ByteTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.ByteTensor.html) | +| 59 | [torch.nn.LocalResponseNorm](https://pytorch.org/docs/stable/generated/torch.nn.LocalResponseNorm.html?highlight=localre#torch.nn.LocalResponseNorm) | [paddle.nn.LocalResponseNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LocalResponseNorm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LocalResponseNorm.html) | +| 60 | [torch.nn.LPPool2d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool2d.html#lppool2d) | [paddle.nn.LPPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool2D_cn.html#lppool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LPPool2d.html) | +| 61 | [torch.nn.Module.float](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.float) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.float.html) | +| 62 | [torch.nn.functional.lp_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool1d.html#torch.nn.functional.lp_pool1d) | [paddle.nn.functional.lp_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool1d_cn.html#lp-pool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.lp_pool1d.html) | +| 63 | [torch.nn.AdaptiveAvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.html) | [paddle.nn.AdaptiveAvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool2D_cn.html#adaptiveavgpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.AdaptiveAvgPool2d.html) | +| 64 | [torch.nn.functional.max_unpool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool1d.html?highlight=max_unpool1d#torch.nn.functional.max_unpool1d) | [paddle.nn.functional.max_unpool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool1d.html) | +| 65 | [torch.Tensor.argwhere](https://pytorch.org/docs/stable/generated/torch.Tensor.argwhere.html#torch.Tensor.argwhere) | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.argwhere.html) | +| 66 | [torch.nn.LazyLinear](https://pytorch.org/docs/stable/generated/torch.nn.LazyLinear.html) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyLinear.html) | +| 67 | [torch.nn.LazyConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose2d.html) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose2d.html) | +| 68 | [torch.nn.LazyBatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm1d.html) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm1d.html) | +| 69 | [torch.nn.MaxUnpool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool1d.html?highlight=maxunpool1d#torch.nn.MaxUnpool1d) | [paddle.nn.MaxUnPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool1D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool1d.html) | +| 70 | [torchvision.ops.deform_conv2d](https://pytorch.org/vision/main/generated/torchvision.ops.deform_conv2d.html) | [paddle.vision.ops.deform_conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/deform_conv2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.deform_conv2d.html) | +| 71 | [torchvision.transforms.Grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.Grayscale.html) | [paddle.vision.transforms.Grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Grayscale_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.Grayscale.html) | +| 72 | [torch.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_left_shift.html) | [paddle.bitwise\_left\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_left_shift_cn.html#bitwise-left-shift) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.bitwise_left_shift.html) | +| 73 | [torch.autograd.Function.backward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.backward.html#torch.autograd.Function.backward) | [paddle.autograd.PyLayer.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#backward-ctx-args-kwargs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.autograd.Function.backward.html) | +| 74 | [torch.Tensor.fill\_diagonal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_diagonal_.html?highlight=fill_diagonal_#torch.Tensor.fill_diagonal_) | [paddle.Tensor.fill\_diagonal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-diagonal-x-value-offset-0-wrap-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.fill_diagonal_.html) | +| 75 | [torch.nn.LPPool1d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool1d.html#lppool1d) | [paddle.nn.LPPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool1D_cn.html#lppool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LPPool1d.html) | +| 76 | [torch.nn.LazyInstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm3d.html) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm3d.html) | +| 77 | [torch.flipud](https://pytorch.org/docs/stable/generated/torch.flipud.html?highlight=flipud#torch.flipud) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.flipud.html) | +| 78 | [torchvision.transforms.CenterCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.CenterCrop.html) | [paddle.vision.transforms.CenterCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/CenterCrop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.CenterCrop.html) | +| 79 | [torch.nn.Softmax2d](https://pytorch.org/docs/stable/generated/torch.nn.Softmax2d.html?highlight=softmax2d#torch.nn.Softmax2d) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Softmax2d.html) | +| 80 | [torchvision.transforms.ToTensor](https://pytorch.org/vision/main/generated/torchvision.transforms.ToTensor.html?highlight=totensor#torchvision.transforms.ToTensor) | [paddle.vision.transforms.ToTensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ToTensor_cn.html#totensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.ToTensor.html) | +| 81 | [torch.cuda.DoubleTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.DoubleTensor.html) | +| 82 | [torch.fliplr](https://pytorch.org/docs/stable/generated/torch.fliplr.html?highlight=fliplr#torch.fliplr) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.fliplr.html) | +| 83 | [torch.nn.ChannelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html?highlight=channelshuffle#torch.nn.ChannelShuffle) | [paddle.nn.ChannelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ChannelShuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ChannelShuffle.html) | +| 84 | [torch.nn.functional.upsample](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample.html?highlight=upsample#torch.nn.functional.upsample) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample.html) | +| 85 | [torch.optim.LBFGS](https://pytorch.org/docs/stable/generated/torch.optim.LBFGS.html) | [paddle.optimizer.LBFGS](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/LBFGS_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.optim.LBFGS.html) | +| 86 | [torch.nn.LazyConv1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv1d.html) | [paddle.nn.Conv1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1D_cn.html#conv1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv1d.html) | +| 87 | [torch.Tensor.pinverse](https://pytorch.org/docs/stable/generated/torch.Tensor.pinverse.html#torch.Tensor.pinverse) | paddle.Tensor.pinv | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.pinverse.html) | +| 88 | [torch.nn.Module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module#torch.nn.Module) | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.html) | +| 89 | [torch.Tensor.bitwise\_left\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift_.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_left_shift_.html) | +| 90 | [torch.nn.UpsamplingNearest2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingNearest2d.html?highlight=upsampl#torch.nn.UpsamplingNearest2d) | [paddle.nn.UpsamplingNearest2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingNearest2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.UpsamplingNearest2d.html) | +| 91 | [torch.nn.LazyBatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm2d.html) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm2d.html) | +| 92 | [torch.cuda.HalfTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.HalfTensor.html) | +| 93 | [torch.nn.functional.prelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.prelu.html?highlight=prelu#torch.nn.functional.prelu) | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.prelu.html) | +| 94 | [torch.Tensor.lu_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.lu_solve.html#torch-tensor-lu-solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.lu_solve.html) | +| 95 | [torch.nn.Module.cuda](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cuda) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.cuda.html) | +| 96 | [torch.linalg.vander](https://pytorch.org/docs/stable/generated/torch.linalg.vander.html#torch.linalg.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.linalg.vander.html) | +| 97 | [torch.cuda.ShortTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.ShortTensor.html) | +| 98 | [torch.Tensor.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logcumsumexp.html?highlight=logcumsumexp#torch.Tensor.logcumsumexp) | [paddle.Tensor.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.logcumsumexp.html) | +| 99 | [torch.nn.functional.upsample_bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_bilinear.html#torch.nn.functional.upsample_bilinear) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample_bilinear.html) | +| 100 | [torchvision.transforms.functional.to_tensor](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_tensor.html) | [paddle.vision.transforms.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.functional.to_tensor.html) | +| 101 | [torch.Tensor.bitwise\_right\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift_.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_right_shift_.html) | +| 102 | [torch.nn.ConstantPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad3d.html?highlight=pad#torch.nn.ConstantPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad3d.html) | +| 103 | [torch.cpu.amp.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.cpu.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cpu.amp.autocast.html) | +| 104 | [torch.Tensor.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_left_shift.html) | +| 105 | [torch.nn.AdaptiveAvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.html) | [paddle.nn.AdaptiveAvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool3D_cn.html#adaptiveavgpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.AdaptiveAvgPool3d.html) | +| 106 | [torch.cuda.BoolTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.BoolTensor.html) | +| 107 | [torch.nn.PixelUnshuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelUnshuffle.html?highlight=pixel#torch.nn.PixelUnshuffle) | [paddle.nn.PixelUnshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelUnshuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.PixelUnshuffle.html) | +| 108 | [torch.Tensor.flipud](https://pytorch.org/docs/stable/generated/torch.Tensor.flipud.html?highlight=flipud#torch.Tensor.flipud) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.flipud.html) | +| 109 | [torch.Tensor.trace](https://pytorch.org/docs/stable/generated/torch.Tensor.trace.html#torch-tensor-trace) | [paddle.Tensor.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trace-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.trace.html) | +| 110 | [torch.nn.functional.upsample_nearest](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_nearest.html#torch.nn.functional.upsample_nearest) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample_nearest.html) | +| 111 | [torch.nn.ZeroPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad2d.html?highlight=zeropad#torch.nn.ZeroPad2d) | [paddle.nn.ZeroPad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ZeroPad2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ZeroPad2d.html) | +| 112 | [flash\_attn.ops.rms\_norm.rms\_norm](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/ops/rms_norm.py#L14) | [paddle.incubate.nn.functional.fused\_rms\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/incubate/nn/functional/fused_rms_norm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/flash_attn.ops.rms_norm.rms_norm.html) | +| 113 | [torch.cov](https://pytorch.org/docs/stable/generated/torch.cov.html?highlight=cov#torch.cov) | [paddle.linalg.cov](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cov_cn.html#cov) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cov.html) | +| 114 | [torch.nn.functional.channel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html) | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.channel_shuffle.html) | +| 115 | [torch.Tensor.median](https://pytorch.org/docs/stable/generated/torch.Tensor.median.html) | [paddle.Tensor.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#median-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.median.html) | +| 116 | [torch.cuda.IntTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.IntTensor.html) | +| 117 | [torchvision.ops.DeformConv2d](https://pytorch.org/vision/main/generated/torchvision.ops.DeformConv2d.html) | [paddle.vision.ops.DeformConv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/DeformConv2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.DeformConv2d.html) | +| 118 | [torch.Tensor.nanmedian](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmedian.html) | [paddle.Tensor.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nanmedian-axis-none-keepdim-true-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.nanmedian.html) | +| 119 | [torch.nn.LazyConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose3d.html) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose3d.html) | +| 120 | [torch.count_nonzero](https://pytorch.org/docs/stable/generated/torch.count_nonzero.html?highlight=count_nonzero#torch.count_nonzero) | [paddle.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/count_nonzero_cn.html#count-nonzero) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.count_nonzero.html) | +| 121 | [torch.cuda.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.amp.autocast.html) | +| 122 | [torch.nn.functional.lp_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool2d.html#torch.nn.functional.lp_pool2d) | [paddle.nn.functional.lp_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool2d_cn.html#lp-pool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.lp_pool2d.html) | ### 5. 参数默认值不一致 **分类简介** @@ -995,12 +995,12 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.alpha_dropout](https://pytorch.org/docs/master/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.alpha_dropout.md) | -| 2 | [torch.linalg.diagonal](https://pytorch.org/docs/stable/generated/torch.linalg.diagonal.html#torch.linalg.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.linalg.diagonal.md) | -| 3 | [torch.nn.functional.rrelu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu_.html) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.rrelu_.md) | -| 4 | [torch.nn.functional.threshold_](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold_.html#torch.nn.functional.threshold_) | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.threshold_.md) | -| 5 | [torch.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.rrelu.md) | -| 6 | [torch.cuda.amp.GradScaler](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.GradScaler) | [paddle.amp.GradScaler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/GradScaler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.cuda.amp.GradScaler.md) | +| 1 | [torch.alpha_dropout](https://pytorch.org/docs/master/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.alpha_dropout.html) | +| 2 | [torch.linalg.diagonal](https://pytorch.org/docs/stable/generated/torch.linalg.diagonal.html#torch.linalg.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.linalg.diagonal.html) | +| 3 | [torch.nn.functional.rrelu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu_.html) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.rrelu_.html) | +| 4 | [torch.nn.functional.threshold_](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold_.html#torch.nn.functional.threshold_) | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.threshold_.html) | +| 5 | [torch.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.rrelu.html) | +| 6 | [torch.cuda.amp.GradScaler](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.GradScaler) | [paddle.amp.GradScaler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/GradScaler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.cuda.amp.GradScaler.html) | ### 6. torch 参数更多 **分类简介** @@ -1009,422 +1009,422 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | torch.clamp_min | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clamp_min.md) | -| 2 | [torch.randint_like](https://pytorch.org/docs/stable/generated/torch.randint_like.html?highlight=randint_like#torch.randint_like) | [paddle.randint_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_like_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randint_like.md) | -| 3 | [torch.distributed.init\_process\_group](https://pytorch.org/docs/stable/distributed.html?highlight=init_process#torch.distributed.init_process_group) | [paddle.distributed.init\_parallel\_env](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/init_parallel_env_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.init_process_group.md) | -| 4 | [torch.nn.functional.nll_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.nll_loss.html#torch-nn-functional-nll-loss) | [paddle.nn.functional.nll_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/nll_loss_cn.html#nll-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.nll_loss.md) | -| 5 | [torch.distributions.transforms.SigmoidTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SigmoidTransform.md) | -| 6 | [torch.nn.functional.leaky_relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.leaky_relu.html#torch.nn.functional.leaky_relu) | [paddle.nn.functional.leaky_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.leaky_relu.md) | -| 7 | [torch.lerp](https://pytorch.org/docs/stable/generated/torch.lerp.html?highlight=lerp#torch.lerp) | [paddle.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lerp_cn.html#lerp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lerp.md) | -| 8 | [torch.nn.Bilinear](https://pytorch.org/docs/stable/generated/torch.nn.Bilinear.html#torch.nn.Bilinear) | [paddle.nn.Bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Bilinear_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Bilinear.md) | -| 9 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | [paddle.nn.Silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Silu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SiLU.md) | -| 10 | [torch.neg](https://pytorch.org/docs/stable/generated/torch.neg.html?highlight=neg#torch.neg) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.neg.md) | -| 11 | [torch.hamming_window](https://pytorch.org/docs/stable/generated/torch.hamming_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hamming_window.md) | -| 12 | [torch.distributions.transformed_distribution.TransformedDistribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transformed_distribution.TransformedDistribution) | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transformed_distribution.TransformedDistribution.md) | -| 13 | [torch.Tensor.type](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch.Tensor.type) | [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.type.md) | -| 14 | [torch.Tensor.round](https://pytorch.org/docs/stable/generated/torch.Tensor.round.html#torch.Tensor.round) | [paddle.Tensor.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.round.md) | -| 15 | [torch.fft.fft](https://pytorch.org/docs/stable/generated/torch.fft.fft.html?highlight=fft#torch.fft.fft) | [paddle.fft.fft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fft.md) | -| 16 | [torch.std](https://pytorch.org/docs/stable/generated/torch.std.html) | [paddle.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/std_cn.html#std) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.std.md) | -| 17 | [torch.special.i1](https://pytorch.org/docs/stable/special.html#torch.special.i1) | [paddle.i1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i1.md) | -| 18 | [torch.nn.functional.max_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool2d.html#torch.nn.functional.max_pool2d) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool2d.md) | -| 19 | [torch.special.i0e](https://pytorch.org/docs/stable/special.html#torch.special.i0e) | [paddle.i0e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0e_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0e.md) | -| 20 | [torch.blackman_window](https://pytorch.org/docs/stable/generated/torch.blackman_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.blackman_window.md) | -| 21 | [torch.nn.MultiLabelMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelMarginLoss.html#torch.nn.MultiLabelMarginLoss) | [paddle.nn.MultiLabelMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiLabelMarginLoss.md) | -| 22 | [torch.logaddexp](https://pytorch.org/docs/stable/generated/torch.logaddexp.html#torch.logaddexp) | [paddle.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logaddexp_cn.html#logaddexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logaddexp.md) | -| 23 | [torch.cummax](https://pytorch.org/docs/stable/generated/torch.cummax.html?highlight=cummax#torch.cummax) | [paddle.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummax_cn.html#cummax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cummax.md) | -| 24 | [torch.nn.functional.max_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool3d.html#torch.nn.functional.max_pool3d) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool3d.md) | -| 25 | [torch.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.amp.autocast.md) | -| 26 | [torch.jit.save](https://pytorch.org/docs/stable/generated/torch.jit.save.html#torch-jit-save) | [paddle.jit.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/save_cn.html#cn-api-paddle-jit-save) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.save.md) | -| 27 | [torch.cosh](https://pytorch.org/docs/stable/generated/torch.cosh.html#torch.cosh) | [paddle.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cosh_cn.html#cosh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cosh.md) | -| 28 | [torch.angle](https://pytorch.org/docs/stable/generated/torch.angle.html) | [paddle.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/angle_cn.html#angle) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.angle.md) | -| 29 | [torch.distributed.ReduceOp](https://pytorch.org/docs/stable/distributed.html?highlight=torch+distributed+reduceop#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.ReduceOp.md) | -| 30 | [torch.isneginf](https://pytorch.org/docs/stable/generated/torch.isneginf.html#torch-isneginf) | [paddle.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isneginf_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.isneginf.md) | -| 31 | [torch.remainder](https://pytorch.org/docs/stable/generated/torch.remainder.html?highlight=remainder#torch.remainder) | [paddle.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/remainder_cn.html#remainder) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.remainder.md) | -| 32 | [torch.cross](https://pytorch.org/docs/stable/generated/torch.cross.html?highlight=cross#torch.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html#cross) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cross.md) | -| 33 | [torch.nn.functional.ctc_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.ctc_loss.html#torch.nn.functional.ctc_loss) | [paddle.nn.functional.ctc_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/ctc_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.ctc_loss.md) | -| 34 | [torch.distributions.gamma.Gamma](https://pytorch.org/docs/stable/distributions.html#gamma) | [paddle.distribution.Gamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gamma_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gamma.Gamma.md) | -| 35 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/generated/torch.Tensor.sub_.html) | paddle.Tensor.subtract_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub_.md) | -| 36 | [torch.utils.data.SubsetRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.SubsetRandomSampler) | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.SubsetRandomSampler.md) | -| 37 | [torch.utils.cpp_extension.CUDAExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cudaextension#torch.utils.cpp_extension.CUDAExtension) | [paddle.utils.cpp_extension.CUDAExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CUDAExtension_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.CUDAExtension.md) | -| 38 | [torch.special.round](https://pytorch.org/docs/stable/special.html#torch.special.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/round_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.round.md) | -| 39 | [torch.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html?highlight=cholesky_inverse#torch.cholesky_inverse) | [paddle.linalg.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_inverse_cn.html#cholesky-inverse) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cholesky_inverse.md) | -| 40 | [torch.linalg.inv](https://pytorch.org/docs/stable/generated/torch.linalg.inv.html#torch.linalg.inv) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.inv.md) | -| 41 | [torch.max_pool2d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.max_pool2d.md) | -| 42 | [torch.copysign](https://pytorch.org/docs/stable/generated/torch.copysign.html#torch.copysign) | [paddle.copysign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/copysign_cn.html#copysign) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.copysign.md) | -| 43 | [torch.nn.Dropout](https://pytorch.org/docs/stable/generated/torch.nn.Dropout.html?highlight=dropout#torch.nn.Dropout) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout.md) | -| 44 | [torch.fft.hfft2](https://pytorch.org/docs/stable/generated/torch.fft.hfft2.html?highlight=torch+fft+hfft2#torch.fft.hfft2) | [paddle.fft.hfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfft2.md) | -| 45 | [torch.cuda.comm.broadcast](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cuda.comm.broadcast.md) | -| 46 | [torch.hub.list](https://pytorch.org/docs/stable/hub.html?highlight=hub+list#torch.hub.list) | [paddle.hub.list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/list_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.list.md) | -| 47 | [torch.linalg.vecdot](https://pytorch.org/docs/stable/generated/torch.linalg.vecdot.html) | [paddle.linalg.vecdot](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L1881) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.vecdot.md) | -| 48 | [torch.square](https://pytorch.org/docs/stable/generated/torch.square.html?highlight=square#torch.square) | [paddle.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/square_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.square.md) | -| 49 | [torch.special.log1p](https://pytorch.org/docs/stable/special.html#torch.special.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.log1p.md) | -| 50 | [torch.nn.functional.dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout2d.html#torch.nn.functional.dropout2d) | [paddle.nn.functional.dropout2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout2d.md) | -| 51 | [torch.optim.SGD](https://pytorch.org/docs/stable/generated/torch.optim.SGD.html) | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.SGD.md) | -| 52 | [torch.fft.irfft2](https://pytorch.org/docs/stable/generated/torch.fft.irfft2.html#torch-fft-irfft2) | [paddle.fft.irfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft2_cn.html#irfft2) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfft2.md) | -| 53 | [torch.lu](https://pytorch.org/docs/stable/generated/torch.lu.html?highlight=lu#torch.lu) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu.md) | -| 54 | [torch.quantile](https://pytorch.org/docs/stable/generated/torch.quantile.html?highlight=quantile#torch.quantile) | [paddle.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/quantile_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.quantile.md) | -| 55 | [torch.distributions.transforms.StackTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StackTransform) | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StackTransform.md) | -| 56 | [torch.ormqr](https://pytorch.org/docs/stable/generated/torch.ormqr.html#torch.ormqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ormqr.md) | -| 57 | [torch.linalg.svdvals](https://pytorch.org/docs/stable/generated/torch.linalg.svdvals.html#torch.linalg.svdvals) | [paddle.linalg.svdvals](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L3019) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.svdvals.md) | -| 58 | [torch.Tensor.index\_add\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add_.html#torch.Tensor.index_add_) | paddle.Tensor.index_add_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.index_add_.md) | -| 59 | [torch.utils.checkpoint.checkpoint](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.checkpoint) | [paddle.distributed.fleet.utils.recompute](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.checkpoint.checkpoint.md) | -| 60 | [torch.distributed.broadcast\_object\_list](https://pytorch.org/docs/stable/distributed.html?highlight=broadcast_object_list#torch.distributed.broadcast_object_list) | [paddle.distributed.broadcast\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/broadcast_object_list_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.broadcast_object_list.md) | -| 61 | [torch.Tensor.random_](https://pytorch.org/docs/stable/generated/torch.Tensor.random_.html) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/uniform__en.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.random_.md) | -| 62 | [torch.nn.functional.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.rrelu.md) | -| 63 | [torch.linalg.cholesky](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky.html?highlight=linalg+cholesky#torch.linalg.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cholesky.md) | -| 64 | [torch.Tensor.backward](https://pytorch.org/docs/stable/generated/torch.Tensor.backward.html#torch.Tensor.backward) | [paddle.Tensor.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#backward-grad-tensor-none-retain-graph-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.backward.md) | -| 65 | [torch.nn.functional.cosine\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_embedding_loss.html#torch.nn.functional.cosine_embedding_loss) | [paddle.nn.functional.cosine\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_embedding_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.cosine_embedding_loss.md) | -| 66 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asarray.md) | -| 67 | [torch.nn.functional.feature\_alpha\_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.feature_alpha_dropout.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.feature_alpha_dropout.md) | -| 68 | [torch.cumprod](https://pytorch.org/docs/stable/generated/torch.cumprod.html?highlight=cumprod#torch.cumprod) | [paddle.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cumprod.md) | -| 69 | [torch.autograd.functional.jacobian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jacobian.html#torch.autograd.functional.jacobian) | [paddle.incubate.autograd.Jacobian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Jacobian_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.jacobian.md) | -| 70 | [torch.cummin](https://pytorch.org/docs/stable/generated/torch.cummin.html) | [paddle.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummin_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cummin.md) | -| 71 | [torch.asinh](https://pytorch.org/docs/stable/generated/torch.asinh.html#torch.asinh) | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asinh.md) | -| 72 | [torch.nn.LayerNorm](https://pytorch.org/docs/stable/generated/torch.nn.LayerNorm.html?highlight=layernorm#torch.nn.LayerNorm) | [paddle.nn.LayerNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerNorm_cn.html#layernorm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.LayerNorm.md) | -| 73 | [torch.Tensor.bernoulli](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli.html#torch.Tensor.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html#bernoulli) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.bernoulli.md) | -| 74 | [torch.distributions.transforms.PowerTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.PowerTransform.md) | -| 75 | [torch.linalg.solve](https://pytorch.org/docs/stable/generated/torch.linalg.solve.html#torch.linalg.solve) | [paddle.linalg.solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.solve.md) | -| 76 | [torch.utils.cpp_extension.CppExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cppextension#torch.utils.cpp_extension.CppExtension) | [paddle.utils.cpp_extension.CppExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.CppExtension.md) | -| 77 | [torch.hypot](https://pytorch.org/docs/stable/generated/torch.hypot.html#torch.hypot) | [paddle.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hypot.md) | -| 78 | [torch.nextafter](https://pytorch.org/docs/stable/generated/torch.nextafter.html?highlight=nextafter#torch.nextafter) | [paddle.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nextafter.md) | -| 79 | [torch.fmod](https://pytorch.org/docs/stable/generated/torch.fmod.html?highlight=fmod#torch.fmod) | [paddle.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mod_cn.html#mod) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmod.md) | -| 80 | [torch.fix](https://pytorch.org/docs/stable/generated/torch.fix.html?highlight=torch+fix#torch.fix) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fix.md) | -| 81 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | [paddle.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/median_cn.html#median) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.median.md) | -| 82 | [torch.distributions.beta.Beta](https://pytorch.org/docs/stable/distributions.html#torch.distributions.beta.Beta) | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.beta.Beta.md) | -| 83 | [torch.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html?highlight=lgamma#torch.lgamma) | [paddle.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html#lgamma) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lgamma.md) | -| 84 | [torch.nn.GroupNorm](https://pytorch.org/docs/stable/generated/torch.nn.GroupNorm.html?highlight=groupnorm#torch.nn.GroupNorm) | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.GroupNorm.md) | -| 85 | [torch.autograd.grad](https://pytorch.org/docs/stable/generated/torch.autograd.grad.html#torch.autograd.grad) | [paddle.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/grad_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.grad.md) | -| 86 | [torch.distributions.transforms.Transform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.Transform) | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.Transform.md) | -| 87 | [torch.linalg.solve_triangular](https://pytorch.org/docs/stable/generated/torch.linalg.solve_triangular.html?highlight=torch+linalg+solve_triangular#torch.linalg.solve_triangular) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.solve_triangular.md) | -| 88 | [torch.nn.BCEWithLogitsLoss](https://pytorch.org/docs/stable/generated/torch.nn.BCEWithLogitsLoss.html#bcewithlogitsloss) | [paddle.nn.BCEWithLogitsLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCEWithLogitsLoss_cn.html#bcewithlogitsloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.BCEWithLogitsLoss.md) | -| 89 | [fairscale.nn.model_parallel.layers.RowParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L299) | [paddle.distributed.fleet.meta_parallel.RowParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L291) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.RowParallelLinear.md) | -| 90 | [torch.nn.ELU](https://pytorch.org/docs/stable/generated/torch.nn.ELU.html?highlight=elu#torch.nn.ELU) | [paddle.nn.ELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ELU_cn.html#elu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ELU.md) | -| 91 | [torch.jit.load](https://pytorch.org/docs/stable/generated/torch.jit.load.html#torch.jit.load) | [paddle.jit.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/load_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.load.md) | -| 92 | [torch.nn.NLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.NLLLoss.html?highlight=nllloss#torch.nn.NLLLoss) | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.NLLLoss.md) | -| 93 | [torch.nn.functional.multilabel\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_margin_loss.html) | [paddle.nn.functional.multi\_label\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_margin_loss_cn.html#multi-label-margin-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multilabel_margin_loss.md) | -| 94 | [torch.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan2.md) | -| 95 | [torch.acosh](https://pytorch.org/docs/stable/generated/torch.acosh.html?highlight=acosh#torch.acosh) | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acosh.md) | -| 96 | [torch.Tensor.contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.contiguous.html) | [paddle.Tensor.contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#contiguous) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.contiguous.md) | -| 97 | [torch.optim.ASGD](https://pytorch.org/docs/stable/generated/torch.optim.ASGD.html) | [paddle.optimizer.ASGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/ASGD_cn.html#cn-api-paddle-optimizer-asgd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.ASGD.md) | -| 98 | [torch.distributions.transforms.SoftmaxTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SoftmaxTransform) | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SoftmaxTransform.md) | -| 99 | [transformers.GenerationConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/text_generation#transformers.GenerationConfig) | [paddlenlp.generation.GenerationConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/configuration_utils.py#L62) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.GenerationConfig.md) | -| 100 | [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product) | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.householder_product.md) | -| 101 | [torch.special.erf](https://pytorch.org/docs/stable/special.html?highlight=torch+special+erf#torch.special.erf) | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erf.md) | -| 102 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | [paddle.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmedian_cn.html#nanmedian) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanmedian.md) | -| 103 | [torch.inverse](https://pytorch.org/docs/stable/generated/torch.inverse.html?highlight=inverse#torch.inverse) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.inverse.md) | -| 104 | [torch.signal.windows.general_cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.general_cosine.md) | -| 105 | [torch.distributions.log_normal.LogNormal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.log_normal.LogNormal) | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.log_normal.LogNormal.md) | -| 106 | [torch.distributed.P2POp](https://pytorch.org/docs/stable/distributed.html#torch.distributed.P2POp) | [paddle.distributed.P2POp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/Overview_cn.html#paddle-distributed) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.P2POp.md) | -| 107 | [torch.distributions.bernoulli.Bernoulli](https://pytorch.org/docs/stable/distributions.html#torch.distributions.bernoulli.Bernoulli) | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.bernoulli.Bernoulli.md) | -| 108 | [torch.special.sinc](https://pytorch.org/docs/stable/special.html#torch.special.sinc) | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.sinc.md) | -| 109 | [torch.nn.InstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm3d.html#torch.nn.InstanceNorm3d) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.InstanceNorm3d.md) | -| 110 | [torch.nn.functional.l1_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.l1_loss.html?highlight=l1_loss#torch.nn.functional.l1_loss) | [paddle.nn.functional.l1_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/l1_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.l1_loss.md) | -| 111 | [torch.Tensor.numpy](https://pytorch.org/docs/stable/generated/torch.Tensor.numpy.html?highlight=numpy#torch.Tensor.numpy) | [paddle.Tensor.numpy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#numpy) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.numpy.md) | -| 112 | [torch.linalg.det](https://pytorch.org/docs/stable/generated/torch.linalg.det.html#torch.linalg.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.det.md) | -| 113 | [torch.linspace](https://pytorch.org/docs/stable/generated/torch.linspace.html?highlight=linspace#torch.linspace) | [paddle.linspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linspace_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linspace.md) | -| 114 | [torch.nn.functional.margin\_ranking\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.margin_ranking_loss.html?highlight=margin_ranking_loss#torch.nn.functional.margin_ranking_loss) | [paddle.nn.functional.margin\_ranking\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/margin_ranking_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.margin_ranking_loss.md) | -| 115 | [torch.nn.functional.normalize](https://pytorch.org/docs/stable/generated/torch.nn.functional.normalize.html?highlight=normalize#torch.nn.functional.normalize) | [paddle.nn.functional.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/normalize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.normalize.md) | -| 116 | [torch.distributions.binomial.Binomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.binomial.Binomial) | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.binomial.Binomial.md) | -| 117 | [torch.Tensor.log\_normal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_normal_.html#torch-tensor-log-normal) | [paddle.Tensor.log\_normal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log_normal-mean-1-0-std-2-0-shape-none-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.log_normal_.md) | -| 118 | [torch.optim.RMSprop](https://pytorch.org/docs/stable/generated/torch.optim.RMSprop.html) | [paddle.optimizer.RMSProp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RMSProp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.RMSprop.md) | -| 119 | torch.scalar_tensor | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.scalar_tensor.md) | -| 120 | [torch.distributions.laplace.Laplace](https://pytorch.org/docs/stable/distributions.html#torch.distributions.laplace.Laplace) | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.laplace.Laplace.md) | -| 121 | [torch.distributed.new_group](https://pytorch.org/docs/stable/distributed.html#torch.distributed.new_group) | [paddle.distributed.new_group](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/new_group_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.new_group.md) | -| 122 | [torch.distributions.lkj_cholesky.LKJCholesky](https://pytorch.org/docs/stable/distributions.html#torch.distributions.lkj_cholesky.LKJCholesky) | [paddle.distribution.LKJCholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/LKJCholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.lkj_cholesky.LKJCholesky.md) | -| 123 | [torch.utils.data.DataLoader](https://pytorch.org/docs/stable/data.html?highlight=dataloader#torch.utils.data.DataLoader) | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.DataLoader.md) | -| 124 | [torch.distributions.cauchy.Cauchy](https://pytorch.org/docs/stable/distributions.html#torch.distributions.cauchy.Cauchy) | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.cauchy.Cauchy.md) | -| 125 | [torch.linalg.matrix_norm](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_norm.html#torch.linalg.matrix_norm) | [paddle.linalg.matrix_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_norm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_norm.md) | -| 126 | [torch.isposinf](https://pytorch.org/docs/stable/generated/torch.isposinf.html#torch-isposinf) | [paddle.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isposinf_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.isposinf.md) | -| 127 | [torch.index_add](https://pytorch.org/docs/stable/generated/torch.index_add.html#torch.index_add) | [paddle.index_add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/index_add_cn.html#index-add) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.index_add.md) | -| 128 | [torch.acos](https://pytorch.org/docs/stable/generated/torch.acos.html?highlight=acos#torch.acos) | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acos.md) | -| 129 | [torch.Tensor.sub](https://pytorch.org/docs/stable/generated/torch.Tensor.sub.html#torch.Tensor.sub) | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub.md) | -| 130 | [torch.randint](https://pytorch.org/docs/stable/generated/torch.randint.html?highlight=randint#torch.randint) | [paddle.randint](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_cn.html#randint) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randint.md) | -| 131 | [torch.linalg.cross](https://pytorch.org/docs/stable/generated/torch.linalg.cross.html?highlight=torch+linalg+cross#torch.linalg.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cross.md) | -| 132 | [torch.nn.functional.scaled\_dot\_product\_attention](https://pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.html#torch-nn-functional-scaled-dot-product-attention) | [paddle.nn.functional.scaled\_dot\_product\_attention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/scaled_dot_product_attention_cn.html#scaled-dot-product-attention) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.scaled_dot_product_attention.md) | -| 133 | [torch.nn.functional.max_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool1d.html#torch.nn.functional.max_pool1d) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool1d.md) | -| 134 | [torch.Tensor.index_add](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add.html#torch.Tensor.index_add) | paddle.Tensor.index_add | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.index_add.md) | -| 135 | [torch.optim.Optimizer.step](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.step.html#torch-optim-optimizer-step) | [paddle.optimizer.Optimizer.step](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#step) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Optimizer.step.md) | -| 136 | [torch.mv](https://pytorch.org/docs/stable/generated/torch.mv.html?highlight=torch+mv#torch.mv) | [paddle.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mv.md) | -| 137 | [torch.Tensor.new_tensor](https://pytorch.org/docs/stable/generated/torch.Tensor.new_tensor.html#torch-tensor-new-tensor) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.new_tensor.md) | -| 138 | [torch.vdot](https://pytorch.org/docs/stable/generated/torch.vdot.html#torch.vdot) | [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.vdot.md) | -| 139 | [torch.fft.fftn](https://pytorch.org/docs/stable/generated/torch.fft.fftn.html?highlight=fftn#torch.fft.fftn) | [paddle.fft.fftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fftn.md) | -| 140 | [fairscale.nn.model_parallel.layers.ColumnParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L218) | [paddle.distributed.fleet.meta_parallel.ColumnParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L153) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.ColumnParallelLinear.md) | -| 141 | [torch.nn.Dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout3d.html?highlight=dropout3d#torch.nn.Dropout3d) | [paddle.nn.Dropout3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout3D_cn.html#dropout3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout3d.md) | -| 142 | [torchvision.ops.RoIAlign](https://pytorch.org/vision/main/generated/torchvision.ops.RoIAlign.html) | [paddle.vision.ops.RoIAlign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIAlign_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.ops.RoIAlign.md) | -| 143 | [torch.distributed.recv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.recv) | [paddle.distributed.recv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/recv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.recv.md) | -| 144 | [torch.distributions.studentT.StudentT](https://pytorch.org/docs/stable/distributions.html#studentt) | [paddle.distribution.StudentT](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/StudentT_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.studentT.StudentT.md) | -| 145 | [torch.nn.functional.mish](https://pytorch.org/docs/stable/generated/torch.nn.functional.mish.html?highlight=torch+nn+functional+mish#torch.nn.functional.mish) | [paddle.nn.functional.mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.mish.md) | -| 146 | [torch.fft.rfftfreq](https://pytorch.org/docs/stable/generated/torch.fft.rfftfreq.html?highlight=rfftfreq#torch.fft.rfftfreq) | [paddle.fft.rfftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftfreq_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfftfreq.md) | -| 147 | [transformers.AddedToken](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/tokenization_utils_base.py#L84) | [paddlenlp.transformers.AddedToken](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils_base.py#L48) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.AddedToken.md) | -| 148 | [torch.Tensor.clone](https://pytorch.org/docs/stable/generated/torch.Tensor.clone.html#torch.Tensor.clone) | [paddle.Tensor.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clone) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.clone.md) | -| 149 | [torch.nn.FractionalMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool3d.html#fractionalmaxpool3d) | [paddle.nn.FractionalMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool3D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FractionalMaxPool3d.md) | -| 150 | [torch.optim.RAdam](https://pytorch.org/docs/stable/generated/torch.optim.RAdam.html#torch.optim.RAdam) | [paddle.optimizer.RAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RAdam_cn.html#radam) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.RAdam.md) | -| 151 | [torch.distributions.continuous_bernoulli.ContinuousBernoulli](https://pytorch.org/docs/stable/distributions.html) | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md) | -| 152 | [torch.negative](https://pytorch.org/docs/stable/generated/torch.negative.html?highlight=torch+negative#torch.negative) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.negative.md) | -| 153 | [torch.nn.Module.register\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_pre_hook) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.register_forward_pre_hook.md) | -| 154 | [torch.special.erfinv](https://pytorch.org/docs/stable/special.html#torch.special.erfinv) | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erfinv.md) | -| 155 | [torch.special.polygamma](https://pytorch.org/docs/stable/special.html#torch.special.polygamma) | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.polygamma.md) | -| 156 | [torch.bernoulli](https://pytorch.org/docs/stable/generated/torch.bernoulli.html#torch.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.bernoulli.md) | -| 157 | [torch.distributions.multinomial.Multinomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.multinomial.Multinomial) | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multinomial.Multinomial.md) | -| 158 | [torch.inner](https://pytorch.org/docs/stable/generated/torch.inner.html?highlight=inner#torch.inner) | [paddle.inner](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/inner_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.inner.md) | -| 159 | [torch.fft.irfft](https://pytorch.org/docs/stable/generated/torch.fft.irfft.html#torch-fft-irfft) | [paddle.fft.irfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft_cn.html#irfft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfft.md) | -| 160 | [torch.nn.functional.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.celu.md) | -| 161 | [torch.bucketize](https://pytorch.org/docs/stable/generated/torch.bucketize.html#torch.bucketize) | [paddle.bucketize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bucketize_cn.html#paddle-bucketize) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.bucketize.md) | -| 162 | [torch.nn.Mish](https://pytorch.org/docs/stable/generated/torch.nn.Mish.html?highlight=torch+nn+mish) | [paddle.nn.Mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Mish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Mish.md) | -| 163 | [torch.distributions.dirichlet.Dirichlet](https://pytorch.org/docs/stable/distributions.html#torch.distributions.dirichlet.Dirichlet) | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.dirichlet.Dirichlet.md) | -| 164 | [torch.nan\_to\_num](https://pytorch.org/docs/stable/generated/torch.nan_to_num.html?highlight=nan_to_num#torch.nan_to_num) | [paddle.nan\_to\_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nan_to_num_cn.html#nan-to-num) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nan_to_num.md) | -| 165 | [torch.fft.ifft2](https://pytorch.org/docs/stable/generated/torch.fft.ifft2.html?highlight=ifft2#torch.fft.ifft2) | [paddle.fft.ifft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifft2.md) | -| 166 | [torch.fft.hfft](https://pytorch.org/docs/stable/generated/torch.fft.hfft.html?highlight=hfft#torch.fft.hfft) | [paddle.fft.hfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfft.md) | -| 167 | [torch.signal.windows.general_hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.general_hamming.md) | -| 168 | [torch.triu_indices](https://pytorch.org/docs/stable/generated/torch.triu_indices.html?highlight=triu_indices#torch.triu_indices) | [paddle.triu_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_indices_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.triu_indices.md) | -| 169 | [torch.logspace](https://pytorch.org/docs/stable/generated/torch.logspace.html?highlight=logspace#torch.logspace) | [paddle.logspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logspace_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logspace.md) | -| 170 | [torch.set_printoptions](https://pytorch.org/docs/stable/generated/torch.set_printoptions.html?highlight=torch+set_printoptions#torch.set_printoptions) | [paddle.set_printoptions](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_printoptions_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.set_printoptions.md) | -| 171 | [torch.nn.Hardswish](https://pytorch.org/docs/stable/generated/torch.nn.Hardswish.html#torch.nn.Hardswish) | [paddle.nn.Hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardswish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardswish.md) | -| 172 | [torch.autograd.backward](https://pytorch.org/docs/stable/generated/torch.autograd.backward.html#torch.autograd.backward) | [paddle.autograd.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/backward_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.backward.md) | -| 173 | [torch.nn.Module.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.load_state_dict) | [paddle.nn.Layer.set\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#set-state-dict-state-dict-use-structured-name-true) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.load_state_dict.md) | -| 174 | [torch.signal.windows.hann](https://pytorch.org/docs/stable/generated/torch.signal.windows.hann.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.hann.md) | -| 175 | [torch.save](https://pytorch.org/docs/stable/generated/torch.save.html?highlight=save#torch.save) | [paddle.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/save_cn.html#save) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.save.md) | -| 176 | [torch.autograd.functional.hessian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.hessian.html#torch.autograd.functional.hessian) | [paddle.incubate.autograd.Hessian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Hessian_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.hessian.md) | -| 177 | [torch.fmax](https://pytorch.org/docs/stable/generated/torch.fmax.html#torch.fmax) | [paddle.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmax.md) | -| 178 | [torch.linalg.svd](https://pytorch.org/docs/stable/generated/torch.linalg.svd.html?highlight=svd#torch.linalg.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.svd.md) | -| 179 | [torch.nn.functional.triplet\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_loss.html?highlight=triplet_margin_loss#torch.nn.functional.triplet_margin_loss) | [paddle.nn.functional.triplet\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.triplet_margin_loss.md) | -| 180 | [torch.nn.functional.fractional\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool3d.html#torch-nn-functional-fractional-max-pool3d) | [paddle.nn.functional.fractional\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.fractional_max_pool3d.md) | -| 181 | [torch.special.psi](https://pytorch.org/docs/stable/special.html#torch.special.psi) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.psi.md) | -| 182 | [torch.baddbmm](https://pytorch.org/docs/stable/generated/torch.baddbmm.html?highlight=baddbmm#torch.baddbmm) | [paddle.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/baddbmm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.baddbmm.md) | -| 183 | [torch.linalg.eigvalsh](https://pytorch.org/docs/stable/generated/torch.linalg.eigvalsh.html#torch.linalg.eigvalsh) | [paddle.linalg.eigvalsh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvalsh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigvalsh.md) | -| 184 | [torch.nn.functional.binary\_cross\_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy.html) | [paddle.nn.functional.binary\_cross\_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/binary_cross_entropy_cn.html#binary-cross-entropy) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.binary_cross_entropy.md) | -| 185 | [torch.deg2rad](https://pytorch.org/docs/stable/generated/torch.deg2rad.html#torch-deg2rad) | [paddle.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/deg2rad_cn.html#paddle.deg2rad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.deg2rad.md) | -| 186 | [torch.fft.fftfreq](https://pytorch.org/docs/stable/generated/torch.fft.fftfreq.html?highlight=fftfreq#torch.fft.fftfreq) | [paddle.fft.fftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftfreq_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fftfreq.md) | -| 187 | [torch.nn.functional.hardswish](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardswish.html#torch.nn.functional.hardswish) | [paddle.nn.functional.hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardswish_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hardswish.md) | -| 188 | [torch.nn.PoissonNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.PoissonNLLLoss) | [paddle.nn.PoissonNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PoissonNLLLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.PoissonNLLLoss.md) | -| 189 | [torch.Tensor.round_](https://pytorch.org/docs/stable/generated/torch.Tensor.round_.html#torch.Tensor.round_) | [paddle.Tensor.round_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.round_.md) | -| 190 | [torch.nn.functional.poisson\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.poisson_nll_loss.html) | [paddle.nn.functional.poisson\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/poisson_nll_loss_cn.html#poisson-nll-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.poisson_nll_loss.md) | -| 191 | [torch.distributions.exp_family.ExponentialFamily](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exp_family.ExponentialFamily) | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exp_family.ExponentialFamily.md) | -| 192 | [torch.nn.MaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool1d.html?highlight=maxpool1d#torch.nn.MaxPool1d) | [paddle.nn.MaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool1D_cn.html#maxpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool1d.md) | -| 193 | [torch.distributed.rpc.init_rpc](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.init_rpc) | [paddle.distributed.rpc.init_rpc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/init_rpc_cn.html#init-rpc) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.rpc.init_rpc.md) | -| 194 | [torch.nn.FractionalMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool2d.html#fractionalmaxpool2d) | [paddle.nn.FractionalMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool2D_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FractionalMaxPool2d.md) | -| 195 | [flash\_attn.flash\_attn\_interface.flash\_attn\_func](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/flash_attn_interface.py#L808) | [paddle.nn.functional.flash\_attention.flash\_attention](https://github.com/PaddlePaddle/Paddle/blob/900d27c40ef4567d7ea6342f3f0eedd394885ecb/python/paddle/nn/functional/flash_attention.py#L248) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_func.md) | -| 196 | [torch.gcd](https://pytorch.org/docs/stable/generated/torch.gcd.html#torch-gcd) | [paddle.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gcd_cn.html#gcd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.gcd.md) | -| 197 | [torch.optim.NAdam](https://pytorch.org/docs/stable/generated/torch.optim.NAdam.html#torch.optim.NAdam) | [paddle.optimizer.NAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/NAdam_cn.html#nadam) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.NAdam.md) | -| 198 | [torch.trunc](https://pytorch.org/docs/stable/generated/torch.trunc.html?highlight=torch+trunc#torch.trunc) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.trunc.md) | -| 199 | [torch.Tensor.unique](https://pytorch.org/docs/stable/generated/torch.Tensor.unique.html?highlight=unique#torch.Tensor.unique) | [paddle.Tensor.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unique-return-index-false-return-inverse-false-return-counts-false-axis-none-dtype-int64-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.unique.md) | -| 200 | [torch.nn.Hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.Hardtanh.html#torch.nn.Hardtanh) | [paddle.nn.Hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardtanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardtanh.md) | -| 201 | [torch.nn.AdaptiveLogSoftmaxWithLoss](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveLogSoftmaxWithLoss.html#adaptivelogsoftmaxwithloss) | [paddle.nn.AdaptiveLogSoftmaxWithLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveLogSoftmaxWithLoss_cn.html#adaptivelogsoftmaxwithloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.AdaptiveLogSoftmaxWithLoss.md) | -| 202 | [torch.qr](https://pytorch.org/docs/stable/generated/torch.qr.html#torch.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.qr.md) | -| 203 | [torch.ldexp](https://pytorch.org/docs/stable/generated/torch.ldexp.html#torch.ldexp) | [paddle.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ldexp_cn.html#ldexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ldexp.md) | -| 204 | [torch.profiler.profile](https://pytorch.org/docs/stable/profiler.html#torch.profiler.profile) | [paddle.profiler.Profiler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/Profiler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.profiler.profile.md) | -| 205 | [torch.Tensor.is_contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.is_contiguous.html#torch-tensor-is-contiguous) | [paddle.Tensor.is_contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-contiguous) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.is_contiguous.md) | -| 206 | [torch.distributions.categorical.Categorical](https://pytorch.org/docs/stable/distributions.html#torch.distributions.categorical.Categorical) | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.categorical.Categorical.md) | -| 207 | [torch.signal.windows.exponential](https://pytorch.org/docs/stable/generated/torch.signal.windows.exponential.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.exponential.md) | -| 208 | [torch.asin](https://pytorch.org/docs/stable/generated/torch.asin.html#torch.asin) | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asin.md) | -| 209 | [torch.fft.rfft](https://pytorch.org/docs/stable/generated/torch.fft.rfft.html#torch-fft-rfft) | [paddle.fft.rfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft_cn.html#rfft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfft.md) | -| 210 | [torch.hub.help](https://pytorch.org/docs/stable/hub.html?highlight=hub+help#torch.hub.help) | [paddle.hub.help](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/help_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.help.md) | -| 211 | [torch.utils.data.distributed.DistributedSampler](https://docs.pytorch.org/docs/stable/data.html#torch.utils.data.distributed.DistributedSampler) | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.distributed.DistributedSampler.md) | -| 212 | [torch.distributed.monitored_barrier](https://pytorch.org/docs/stable/distributed.html#torch.distributed.monitored_barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.monitored_barrier.md) | -| 213 | [torch.unique](https://pytorch.org/docs/stable/generated/torch.unique.html?highlight=unique#torch.unique) | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.unique.md) | -| 214 | [torch.signbit](https://pytorch.org/docs/stable/generated/torch.signbit.html#torch-signbit) | [paddle.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signbit.md) | -| 215 | [torch.distributions.transforms.ReshapeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ReshapeTransform) | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ReshapeTransform.md) | -| 216 | [torch.nn.Transformer](https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html#torch.nn.Transformer) | [paddle.nn.Transformer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Transformer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Transformer.md) | -| 217 | [torch.nn.functional.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.selu.md) | -| 218 | [torch.svd](https://pytorch.org/docs/stable/generated/torch.svd.html?highlight=torch+svd#torch.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.svd.md) | -| 219 | [torch.atan](https://pytorch.org/docs/stable/generated/torch.atan.html#torch.atan) | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan.md) | -| 220 | [torch.distributions.gumbel.Gumbel](https://pytorch.org/docs/stable/distributions.html#torch.distributions.gumbel.Gumbel) | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gumbel.Gumbel.md) | -| 221 | [torch.nn.LeakyReLU](https://pytorch.org/docs/stable/generated/torch.nn.LeakyReLU.html?highlight=leakyrelu#torch.nn.LeakyReLU) | [paddle.nn.LeakyReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LeakyReLU_cn.html#leakyrelu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.LeakyReLU.md) | -| 222 | [torch.normal](https://pytorch.org/docs/stable/generated/torch.normal.html#torch.normal) | [paddle.normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/normal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.normal.md) | -| 223 | [torch.nanmean](https://pytorch.org/docs/stable/generated/torch.nanmean.html?highlight=nanmean#torch.nanmean) | [paddle.nanmean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmean_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanmean.md) | -| 224 | [torch.searchsorted](https://pytorch.org/docs/stable/generated/torch.searchsorted.html#torch-searchsorted) | [paddle.searchsorted](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/searchsorted_cn.html#searchsorted) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.searchsorted.md) | -| 225 | [torch.Tensor.nanmean](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmean.html?highlight=nanmean#torch.Tensor.nanmean) | [paddle.Tensor.nanmean](暂无对应文档) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.nanmean.md) | -| 226 | [torch.fft.ihfft2](https://pytorch.org/docs/stable/generated/torch.fft.ihfft2.html?highlight=torch+fft+ihfft2#torch.fft.ihfft2) | [paddle.fft.ihfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfft2.md) | -| 227 | [torch.nn.TransformerEncoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoder.html#torch.nn.TransformerEncoder) | [paddle.nn.TransformerEncoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoder_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerEncoder.md) | -| 228 | [torch.nn.functional.gumbel_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.gumbel_softmax.html#torch.nn.functional.gumbel_softmax) | [paddle.nn.functional.gumbel_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gumbel_softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.gumbel_softmax.md) | -| 229 | [torch.distributed.isend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.isend) | [paddle.distributed.isend](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/isend_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.isend.md) | -| 230 | [torch.nn.SmoothL1Loss](https://pytorch.org/docs/stable/generated/torch.nn.SmoothL1Loss.html?highlight=smoothl1loss#torch.nn.SmoothL1Loss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html#smoothl1loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SmoothL1Loss.md) | -| 231 | [torch.linalg.qr](https://pytorch.org/docs/stable/generated/torch.linalg.qr.html#torch.linalg.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.qr.md) | -| 232 | [torch.special.multigammaln](https://pytorch.org/docs/stable/special.html#torch.special.multigammaln) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.multigammaln.md) | -| 233 | [torch.distributions.transforms.AbsTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AbsTransform) | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AbsTransform.md) | -| 234 | [torch.lt](https://pytorch.org/docs/stable/generated/torch.lt.html#torch.lt) | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lt.md) | -| 235 | [torch.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autocast.md) | -| 236 | [torch.fft.hfftn](https://pytorch.org/docs/stable/generated/torch.fft.hfftn.html?highlight=torch+fft+hfftn#torch.fft.hfftn) | [paddle.fft.hfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfftn.md) | -| 237 | [torch.nn.functional.kl_div](https://pytorch.org/docs/stable/generated/torch.nn.functional.kl_div.html?highlight=kl_div#torch.nn.functional.kl_div) | [paddle.nn.functional.kl_div](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/kl_div_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.kl_div.md) | -| 238 | [torch.sparse\_csr\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_csr_tensor.html#torch.sparse_csr_tensor) | [paddle.sparse.sparse\_csr\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_csr_tensor_cn.html#sparse-csr-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sparse_csr_tensor.md) | -| 239 | [torch.nn.functional.cross_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.cross_entropy.html?highlight=cross_#torch.nn.functional.cross_entropy) | [paddle.nn.functional.cross_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cross_entropy_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.cross_entropy.md) | -| 240 | [torch.distributions.normal.Normal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.normal.Normal) | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.normal.Normal.md) | -| 241 | [torch.nn.functional.hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardtanh.html#torch.nn.functional.hardtanh) | [paddle.nn.functional.hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hardtanh.md) | -| 242 | [torch.optim.Adamax](https://pytorch.org/docs/stable/generated/torch.optim.Adamax.html) | [paddle.optimizer.Adamax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adamax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adamax.md) | -| 243 | [torch.nn.MultiLabelSoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelSoftMarginLoss.html#torch.nn.MultiLabelSoftMarginLoss) | [paddle.nn.MultiLabelSoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelSoftMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiLabelSoftMarginLoss.md) | -| 244 | [torch.Tensor.resize_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_.html) | [paddle.Tensor.resize_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#resize-shape-fill-zero-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.resize_.md) | -| 245 | [torch.distributions.transforms.ExpTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ExpTransform) | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ExpTransform.md) | -| 246 | [torch.nn.CosineEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.CosineEmbeddingLoss.html#torch.nn.CosineEmbeddingLoss) | [paddle.nn.CosineEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineEmbeddingLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CosineEmbeddingLoss.md) | -| 247 | [torch.distributions.chi2.Chi2](https://pytorch.org/docs/stable/distributions.html#chi2) | [paddle.distribution.Chi2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Chi2_cn.html#prob-value) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.chi2.Chi2.md) | -| 248 | [torch.signal.windows.hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.hamming.md) | -| 249 | [torch.abs](https://pytorch.org/docs/stable/generated/torch.abs.html?highlight=abs#torch.abs) | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.abs.md) | -| 250 | [torch.atanh](https://pytorch.org/docs/stable/generated/torch.atanh.html#torch.atanh) | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atanh.md) | -| 251 | [torch.autograd.functional.vjp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.vjp.html#torch.autograd.functional.vjp) | [paddle.incubate.autograd.vjp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/vjp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.vjp.md) | -| 252 | [torch.lu_unpack](https://pytorch.org/docs/stable/generated/torch.lu_unpack.html?highlight=lu_unpack#torch.lu_unpack) | [paddle.linalg.lu_unpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_unpack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu_unpack.md) | -| 253 | [torch.fft.ihfftn](https://pytorch.org/docs/stable/generated/torch.fft.ihfftn.html?highlight=torch+fft+ihfftn#torch.fft.ihfftn) | [paddle.fft.ihfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfftn.md) | -| 254 | [torch.Tensor.geometric_](https://pytorch.org/docs/stable/generated/torch.Tensor.geometric_.html) | [paddle.Tensor.geometric_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.geometric_.md) | -| 255 | [torch.distributed.barrier](https://pytorch.org/docs/stable/distributed.html?highlight=barrier#torch.distributed.barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.barrier.md) | -| 256 | [torch.linalg.eigvals](https://pytorch.org/docs/stable/generated/torch.linalg.eigvals.html?highlight=torch+linalg+eigvals#torch.linalg.eigvals) | [paddle.linalg.eigvals](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvals_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigvals.md) | -| 257 | [torch.max_pool1d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.max_pool1d.md) | -| 258 | [torch.utils.cpp_extension.load](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+load#torch.utils.cpp_extension.load) | [paddle.utils.cpp_extension.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/load_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.load.md) | -| 259 | [torch.exp](https://pytorch.org/docs/stable/generated/torch.exp.html?highlight=torch+exp#torch.exp) | [paddle.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/exp_cn.html#exp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.exp.md) | -| 260 | [torch.stft](https://pytorch.org/docs/stable/generated/torch.stft.html?highlight=stft#torch.stft) | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.stft.md) | -| 261 | [torch.distributions.uniform.Uniform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.uniform.Uniform) | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.uniform.Uniform.md) | -| 262 | [torch.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.logcumsumexp.html#torch-logcumsumexp) | [paddle.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logcumsumexp.md) | -| 263 | [torch.optim.Adam](https://pytorch.org/docs/stable/generated/torch.optim.Adam.html) | [paddle.optimizer.Adam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adam_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adam.md) | -| 264 | [torch.nn.MaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool3d.html?highlight=maxpool3d#torch.nn.MaxPool3d) | [paddle.nn.MaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool3D_cn.html#maxpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool3d.md) | -| 265 | [torch.nn.SELU](https://pytorch.org/docs/stable/generated/torch.nn.SELU.html#torch.nn.SELU) | [paddle.nn.SELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SELU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SELU.md) | -| 266 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html#softmax) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.softmax.md) | -| 267 | [torch.ne](https://pytorch.org/docs/stable/generated/torch.ne.html?highlight=torch.ne#torch.ne) | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ne.md) | -| 268 | [torch.Tensor.symeig](https://pytorch.org/docs/stable/generated/torch.Tensor.symeig.html#torch.Tensor.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.symeig.md) | -| 269 | [torch.signal.windows.gaussian](https://pytorch.org/docs/stable/generated/torch.signal.windows.gaussian.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.gaussian.md) | -| 270 | [torch.linalg.pinv](https://pytorch.org/docs/stable/generated/torch.linalg.pinv.html#torch.linalg.pinv) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.pinv.md) | -| 271 | [torch.distributions.transforms.StickBreakingTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StickBreakingTransform) | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StickBreakingTransform.md) | -| 272 | [torch.nn.functional.log_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.log_softmax.html#torch.nn.functional.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.log_softmax.md) | -| 273 | [torch.Tensor.to](https://pytorch.org/docs/stable/generated/torch.Tensor.to.html#torch.Tensor.to) | [paddle.Tensor.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#to-args-kwargs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.to.md) | -| 274 | [torch.nn.parallel.DistributedDataParallel](https://pytorch.org/docs/stable/generated/torch.nn.parallel.DistributedDataParallel.html#torch.nn.parallel.DistributedDataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.parallel.DistributedDataParallel.md) | -| 275 | [torch.signal.windows.blackman](https://pytorch.org/docs/stable/generated/torch.signal.windows.blackman.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.blackman.md) | -| 276 | [torch.jit.ignore](https://pytorch.org/docs/stable/generated/torch.jit.ignore.html#torch-jit-ignore) | [paddle.jit.not\_to\_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/not_to_static_cn.html#not-to-static) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.ignore.md) | -| 277 | [torch.distributed.send](https://pytorch.org/docs/stable/distributed.html#torch.distributed.send) | [paddle.distributed.send](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/send_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.send.md) | -| 278 | [torch.fft.irfftn](https://pytorch.org/docs/stable/generated/torch.fft.irfftn.html?highlight=irfftn#torch.fft.irfftn) | [paddle.fft.irfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfftn.md) | -| 279 | [torch.fft.ihfft](https://pytorch.org/docs/stable/generated/torch.fft.ihfft.html?highlight=ihfft#torch.fft.ihfft) | [paddle.fft.ihfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfft.md) | -| 280 | [torch.renorm](https://pytorch.org/docs/stable/generated/torch.renorm.html#torch-renorm) | paddle.renorm | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.renorm.md) | -| 281 | [torch.randn_like](https://pytorch.org/docs/stable/generated/torch.randn_like.html#torch.randn_like) | [paddle.randn_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_like_cn.html#randn_like) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randn_like.md) | -| 282 | [torch.distributed.rpc.shutdown](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.shutdown) | [paddle.distributed.rpc.shutdown](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/shutdown_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.rpc.shutdown.md) | -| 283 | [torch.optim.Adagrad](https://pytorch.org/docs/stable/generated/torch.optim.Adagrad.html) | [paddle.optimizer.Adagrad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adagrad_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adagrad.md) | -| 284 | [torch.nn.TransformerEncoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoderLayer.html#torch.nn.TransformerEncoderLayer) | [paddle.nn.TransformerEncoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoderLayer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerEncoderLayer.md) | -| 285 | [torch.log1p](https://pytorch.org/docs/stable/generated/torch.log1p.html?highlight=log1p#torch.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.log1p.md) | -| 286 | [torch.Tensor.exponential_](https://pytorch.org/docs/stable/generated/torch.Tensor.exponential_.html#torch.Tensor.exponential_) | [paddle.Tensor.exponential_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exponential-lam-1-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.exponential_.md) | -| 287 | [torch.special.gammaincc](https://pytorch.org/docs/stable/special.html#torch.special.gammaincc) | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaincc.md) | -| 288 | [torch.nn.SoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.SoftMarginLoss.html#torch.nn.SoftMarginLoss) | [paddle.nn.SoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SoftMarginLoss_cn.html#softmarginloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SoftMarginLoss.md) | -| 289 | [torch.jit.script](https://pytorch.org/docs/stable/generated/torch.jit.script.html#torch-jit-script) | [paddle.jit.to_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/to_static_cn.html#paddle.jit.to_static) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.script.md) | -| 290 | [torch.onnx.export](https://pytorch.org/docs/stable/onnx.html#torch.onnx.export) | [paddle.onnx.export](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/onnx/export_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.onnx.export.md) | -| 291 | [torch.load](https://pytorch.org/docs/stable/generated/torch.load.html?highlight=load#torch.load) | [paddle.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/load_cn.html#load) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.load.md) | -| 292 | [torch.nn.functional.elu](https://pytorch.org/docs/stable/generated/torch.nn.functional.elu.html#torch.nn.functional.elu) | [paddle.nn.functional.elu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/elu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.elu.md) | -| 293 | [torch.hann_window](https://pytorch.org/docs/stable/generated/torch.hann_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hann_window.md) | -| 294 | [torch.hub.download\_url\_to\_file](https://pytorch.org/docs/stable/hub.html?highlight=download#torch.hub.download_url_to_file) | [paddle.utils.download.get\_weights\_path\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/download/get_weights_path_from_url_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.download_url_to_file.md) | -| 295 | [torch.fft.fft2](https://pytorch.org/docs/stable/generated/torch.fft.fft2.html?highlight=fft2#torch.fft.fft2) | [paddle.fft.fft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fft2.md) | -| 296 | [torch.linalg.matrix_power](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_power.html?highlight=torch+linalg+matrix_power#torch.linalg.matrix_power) | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_power.md) | -| 297 | [torch.hub.load\_state\_dict\_from\_url](https://pytorch.org/docs/stable/hub.html#torch.hub.load_state_dict_from_url) | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load_state_dict_from_url.md) | -| 298 | [torch.fft.rfft2](https://pytorch.org/docs/stable/generated/torch.fft.rfft2.html) | [paddle.fft.rfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft2_cn.html#rfft2) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfft2.md) | -| 299 | [torch.fmin](https://pytorch.org/docs/stable/generated/torch.fmin.html#torch.fmin) | [paddle.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmin.md) | -| 300 | [torch.mode](https://pytorch.org/docs/stable/generated/torch.mode.html) | [paddle.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/mode_cn.html#mode) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mode.md) | -| 301 | [torch.distributions.exponential.Exponential](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exponential.Exponential.arg_constraints) | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exponential.Exponential.md) | -| 302 | [torch.distributions.multivariate_normal.MultivariateNormal](https://pytorch.org/docs/stable/distributions.html#multivariatenormal) | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multivariate_normal.MultivariateNormal.md) | -| 303 | [torch.addmm](https://pytorch.org/docs/stable/generated/torch.addmm.html?highlight=addmm#torch.addmm) | [paddle.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/addmm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.addmm.md) | -| 304 | [torch.Tensor.bernoulli_](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli_.html#torch.Tensor.bernoulli_) | [paddle.Tensor.bernoulli_](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/tensor.py) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.bernoulli_.md) | -| 305 | [torch.log10](https://pytorch.org/docs/stable/generated/torch.log10.html?highlight=log10#torch.log10) | [paddle.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log10_cn.html#log10) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.log10.md) | -| 306 | [torch.nn.modules.batchnorm._BatchNorm](https://pytorch.org/docs/stable/_modules/torch/nn/modules/batchnorm.html) | [paddle.nn.layer.norm._BatchNormBase](https://github.com/PaddlePaddle/Paddle/blob/b51d50bc9ee9eaa5cefa18507195b239e4513194/python/paddle/nn/layer/norm.py#L701) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.modules.batchnorm._BatchNorm.md) | -| 307 | [torch.Tensor.to\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_csr.html#torch-tensor-to-sparse-csr) | [paddle.Tensor.to\_sparse\_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.to_sparse_csr.md) | -| 308 | [torch.distributions.geometric.Geometric](https://pytorch.org/docs/stable/distributions.html#torch.distributions.geometric.Geometric) | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.geometric.Geometric.md) | -| 309 | [torch.special.logit](https://pytorch.org/docs/stable/special.html#torch.special.logit) | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.logit.md) | -| 310 | [torch.sgn](https://pytorch.org/docs/stable/generated/torch.sgn.html?highlight=torch+sgn#torch.sgn) | [paddle.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sgn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sgn.md) | -| 311 | [torchvision.transforms.functional.normalize](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.normalize.html) | [paddle.vision.transforms.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/normalize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.transforms.functional.normalize.md) | -| 312 | [torch.distributions.transforms.ComposeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ComposeTransform) | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ComposeTransform.md) | -| 313 | [torch.special.i0](https://pytorch.org/docs/stable/special.html#torch.special.i0) | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0.md) | -| 314 | [torch.Tensor.multinomial](https://pytorch.org/docs/stable/generated/torch.Tensor.multinomial.html#torch.Tensor.multinomial) | paddle.Tensor.multinomial | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.multinomial.md) | -| 315 | [torch.nn.DataParallel](https://pytorch.org/docs/stable/generated/torch.nn.DataParallel.html?highlight=dataparallel#torch.nn.DataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.DataParallel.md) | -| 316 | [torch.nn.Module.register\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_hook) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.register_forward_hook.md) | -| 317 | [torch.hub.load](https://pytorch.org/docs/stable/hub.html?highlight=hub+load#torch.hub.load) | [paddle.hub.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load.md) | -| 318 | [torch.linalg.cond](https://pytorch.org/docs/stable/generated/torch.linalg.cond.html#torch.linalg.cond) | [paddle.linalg.cond](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/cond_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cond.md) | -| 319 | [torch.nn.functional.relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu.html#torch.nn.functional.relu) | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.relu.md) | -| 320 | [torch.nn.functional.hinge\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.hinge_embedding_loss.html#torch.nn.functional.hinge_embedding_loss) | [paddle.nn.functional.hinge\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hinge_embedding_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hinge_embedding_loss.md) | -| 321 | [torch.nn.TransformerDecoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoderLayer.html?highlight=transformerdecoderlayer#torch.nn.TransformerDecoderLayer) | [paddle.nn.TransformerDecoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoderLayer_cn.html#transformerdecoderlayer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerDecoderLayer.md) | -| 322 | [torch.tril_indices](https://pytorch.org/docs/stable/generated/torch.tril_indices.html?highlight=tril_indices#torch.tril_indices) | [paddle.tril_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_indices_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tril_indices.md) | -| 323 | [torch.nn.CELU](https://pytorch.org/docs/stable/generated/torch.nn.CELU.html#torch.nn.CELU) | [paddle.nn.CELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CELU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CELU.md) | -| 324 | [torch.distributions.transforms.AffineTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AffineTransform) | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AffineTransform.md) | -| 325 | [torch.signal.windows.cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.cosine.md) | -| 326 | [torch.optim.Rprop](https://pytorch.org/docs/stable/generated/torch.optim.Rprop.html) | [paddle.optimizer.Rprop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Rprop_cn.html#cn-api-paddle-optimizer-rprop) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Rprop.md) | -| 327 | [torch.multiprocessing.spawn](https://pytorch.org/docs/stable/multiprocessing.html#torch.multiprocessing.spawn) | [paddle.distributed.spawn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/spawn_cn.html#spawn) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.multiprocessing.spawn.md) | -| 328 | [torch.cholesky](https://pytorch.org/docs/stable/generated/torch.cholesky.html?highlight=cholesky#torch.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cholesky.md) | -| 329 | [torch.frac](https://pytorch.org/docs/stable/generated/torch.frac.html?highlight=frac#torch.frac) | [paddle.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frac_cn.html#frac) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.frac.md) | -| 330 | [torch.distributed.irecv](https://pytorch.org/docs/stable/distributed.html?highlight=send#torch.distributed.irecv) | [paddle.distributed.irecv](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/irecv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.irecv.md) | -| 331 | [torch.nn.MultiMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiMarginLoss) | [paddle.nn.MultiMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiMarginLoss.md) | -| 332 | [torch.nn.Dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout2d.html?highlight=dropout2d#torch.nn.Dropout2d) | [paddle.nn.Dropout2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout2D_cn.html#dropout2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout2d.md) | -| 333 | [torch.randperm](https://pytorch.org/docs/stable/generated/torch.randperm.html?highlight=rand#torch.randperm) | [paddle.randperm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randperm_cn.html#randperm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randperm.md) | -| 334 | [torch.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html?highlight=convert_sync_batchnorm#torch.nn.SyncBatchNorm.convert_sync_batchnorm) | [paddle.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#convert-sync-batchnorm-layer) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SyncBatchNorm.convert_sync_batchnorm.md) | -| 335 | [torch.rad2deg](https://pytorch.org/docs/stable/generated/torch.rad2deg.html?highlight=torch+rad2deg#torch.rad2deg) | [paddle.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rad2deg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.rad2deg.md) | -| 336 | [torch.fft.ifftn](https://pytorch.org/docs/stable/generated/torch.fft.ifftn.html?highlight=ifftn#torch.fft.ifftn) | [paddle.fft.ifftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftn_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifftn.md) | -| 337 | [torch.frexp](https://pytorch.org/docs/stable/generated/torch.frexp.html?highlight=frexp#torch.frexp) | [paddle.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frexp_cn.html#frexp) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.frexp.md) | -| 338 | [torchvision.transforms.Normalize](https://pytorch.org/vision/main/generated/torchvision.transforms.Normalize.html) | [paddle.vision.transforms.Normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Normalize__upper_cn.html#normalize) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.transforms.Normalize.md) | -| 339 | [torch.distributions.independent.Independent](https://pytorch.org/docs/stable/distributions.html#torch.distributions.independent.Independent) | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.independent.Independent.md) | -| 340 | [torch.nn.AlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.AlphaDropout.html#torch.nn.AlphaDropout) | [paddle.nn.AlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AlphaDropout_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.AlphaDropout.md) | -| 341 | [torch.nn.functional.binary\_cross\_entropy\_with\_logits](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy_with_logits.html?highlight=binary_cross_entropy_with_logits#torch.nn.functional.binary_cross_entropy_with_logits) | [paddle.nn.functional.binary\_cross\_entropy\_with\_logits](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/binary_cross_entropy_with_logits_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.binary_cross_entropy_with_logits.md) | -| 342 | [torch.special.i1e](https://pytorch.org/docs/stable/special.html#torch.special.i1e) | [paddle.i1e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1e_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i1e.md) | -| 343 | [torch.nn.CTCLoss](https://pytorch.org/docs/stable/generated/torch.nn.CTCLoss.html#torch.nn.CTCLoss) | [paddle.nn.CTCLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CTCLoss_cn.html#ctcloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CTCLoss.md) | -| 344 | [torch.nn.functional.fractional\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool2d.html#torch-nn-functional-fractional-max-pool2d) | [paddle.nn.functional.fractional\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool2d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.fractional_max_pool2d.md) | -| 345 | [torch.tensordot](https://pytorch.org/docs/stable/generated/torch.tensordot.html?highlight=tensordot#torch.tensordot) | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tensordot.md) | -| 346 | [torch.linalg.matrix_rank](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_rank.html?highlight=matrix_rank#torch.linalg.matrix_rank) | [paddle.linalg.matrix_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_rank_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_rank.md) | -| 347 | [torch.nn.RReLU](https://pytorch.org/docs/stable/generated/torch.nn.RReLU.html#torch.nn.RReLU) | [paddle.nn.RReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/RReLU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RReLU.md) | -| 348 | [torch.special.digamma](https://pytorch.org/docs/stable/special.html#torch.special.digamma) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.digamma.md) | -| 349 | [torch.nn.L1Loss](https://pytorch.org/docs/stable/generated/torch.nn.L1Loss.html?highlight=l1loss#torch.nn.L1Loss) | [paddle.nn.L1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/L1Loss_cn.html#l1loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.L1Loss.md) | -| 350 | [torch.nn.ReLU](https://pytorch.org/docs/stable/generated/torch.nn.ReLU.html?highlight=relu#torch.nn.ReLU) | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU.md) | -| 351 | [torch.mvlgamma](https://pytorch.org/docs/stable/generated/torch.mvlgamma.html) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mvlgamma.md) | -| 352 | [torch.sinh](https://pytorch.org/docs/stable/generated/torch.sinh.html?highlight=sinh#torch.sinh) | [paddle.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinh_cn.html#sinh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sinh.md) | -| 353 | [torch.autograd.functional.jvp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jvp.html#torch.autograd.functional.jvp) | [paddle.incubate.autograd.jvp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/jvp_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.jvp.md) | -| 354 | [torch.nn.functional.multi\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multi_margin_loss.html) | [paddle.nn.functional.multi\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_margin_loss_cn.html#multi-margin-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multi_margin_loss.md) | -| 355 | [torch.lcm](https://pytorch.org/docs/stable/generated/torch.lcm.html#torch-lcm) | [paddle.lcm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lcm_cn.html#lcm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lcm.md) | -| 356 | [torch.nn.PReLU](https://pytorch.org/docs/stable/generated/torch.nn.PReLU.html?highlight=prelu#torch.nn.PReLU) | [paddle.nn.PReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PReLU_cn.html#prelu) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.PReLU.md) | -| 357 | [torch.optim.AdamW](https://pytorch.org/docs/stable/generated/torch.optim.AdamW.html) | [paddle.optimizer.AdamW](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/AdamW_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.AdamW.md) | -| 358 | [torch.nn.RNNBase](https://pytorch.org/docs/stable/generated/torch.nn.RNNBase.html#torch.nn.RNNBase) | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RNNBase.md) | -| 359 | [torch.nn.MarginRankingLoss](https://pytorch.org/docs/stable/generated/torch.nn.MarginRankingLoss.html#marginrankingloss) | [paddle.nn.MarginRankingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MarginRankingLoss_cn.html#marginrankingloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MarginRankingLoss.md) | -| 360 | [torch.diag](https://pytorch.org/docs/stable/generated/torch.diag.html?highlight=diag#torch.diag) | [paddle.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.diag.md) | -| 361 | [torch.reciprocal](https://pytorch.org/docs/stable/generated/torch.reciprocal.html?highlight=torch+reciprocal#torch.reciprocal) | [paddle.reciprocal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reciprocal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.reciprocal.md) | -| 362 | [torch.linalg.lu_factor](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor.html#torch.linalg.lu_factor) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.lu_factor.md) | -| 363 | [torch.distributions.poisson.Poisson](https://pytorch.org/docs/stable/distributions.html#poisson) | [paddle.distribution.Poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/Poisson_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.poisson.Poisson.md) | -| 364 | [torch.conj_physical](https://pytorch.org/docs/stable/generated/torch.conj_physical.html#torch.conj_physical) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.conj_physical.md) | -| 365 | [torch.heaviside](https://pytorch.org/docs/stable/generated/torch.heaviside.html#torch.heaviside) | [paddle.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/heaviside_cn.html#heaviside) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.heaviside.md) | -| 366 | [torch.nn.Threshold](https://pytorch.org/docs/stable/generated/torch.nn.Threshold.html#torch.nn.Threshold) | [paddle.nn.ThresholdedReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ThresholdedReLU_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Threshold.md) | -| 367 | [torch.nn.functional.multilabel\_soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_soft_margin_loss.html) | [paddle.nn.functional.multi\_label\_soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_soft_margin_loss_cn.html#multi-label-soft-margin-loss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multilabel_soft_margin_loss.md) | -| 368 | [torch.Tensor.cauchy_](https://pytorch.org/docs/stable/generated/torch.Tensor.cauchy_.html) | [paddle.Tensor.cauchy_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.cauchy_.md) | -| 369 | [torch.sparse.softmax](https://pytorch.org/docs/stable/generated/torch.sparse.softmax.html#torch.sparse.softmax) | [paddle.sparse.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/nn/functional/softmax_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sparse.softmax.md) | -| 370 | [torch.nn.functional.alpha_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.alpha_dropout.md) | -| 371 | [torch.nn.KLDivLoss](https://pytorch.org/docs/stable/generated/torch.nn.KLDivLoss.html?highlight=kldivloss#torch.nn.KLDivLoss) | [paddle.nn.KLDivLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/KLDivLoss_cn.html#kldivloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.KLDivLoss.md) | -| 372 | [torch.nn.MSELoss](https://pytorch.org/docs/stable/generated/torch.nn.MSELoss.html?highlight=mseloss#torch.nn.MSELoss) | [paddle.nn.MSELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MSELoss_cn.html#mseloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MSELoss.md) | -| 373 | [torch.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html?highlight=nanquantile#torch.nanquantile) | [paddle.nanquantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanquantile_cn.html#nanquantile) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanquantile.md) | -| 374 | [torch.nn.BCELoss](https://pytorch.org/docs/stable/generated/torch.nn.BCELoss.html?highlight=bceloss#torch.nn.BCELoss) | [paddle.nn.BCELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCELoss_cn.html#bceloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.BCELoss.md) | -| 375 | [torch.linalg.lu\_factor\_ex](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor_ex.html?highlight=lu_factor_ex#torch.linalg.lu_factor_ex) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.lu_factor_ex.md) | -| 376 | [torch.special.expm1](https://pytorch.org/docs/stable/special.html#torch.special.expm1) | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.expm1.md) | -| 377 | [torch.mm](https://pytorch.org/docs/stable/generated/torch.mm.html?highlight=torch+mm#torch.mm) | [paddle.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mm_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mm.md) | -| 378 | [torch.clone](https://pytorch.org/docs/stable/generated/torch.clone.html?highlight=clone#torch.clone) | [paddle.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clone_cn.html#clone) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clone.md) | -| 379 | [flash\_attn.flash\_attn\_interface.flash\_attn\_unpadded\_func](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/flash_attn_interface.py#L1050) | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md) | -| 380 | [torch.linalg.multi_dot](https://pytorch.org/docs/stable/generated/torch.linalg.multi_dot.html?highlight=torch+linalg+multi_dot#torch.linalg.multi_dot) | [paddle.linalg.multi_dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/multi_dot_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.multi_dot.md) | -| 381 | [torch.nn.TripletMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginLoss.html#torch.nn.TripletMarginLoss) | [paddle.nn.TripletMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TripletMarginLoss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TripletMarginLoss.md) | -| 382 | [torch.nn.functional.mse_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.mse_loss.html?highlight=mse_loss#torch.nn.functional.mse_loss) | [paddle.nn.functional.mse_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mse_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.mse_loss.md) | -| 383 | [transformers.PretrainedConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/configuration#transformers.PretrainedConfig) | [paddlenlp.transformers.PretrainedConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/57000fa12ce67024238f0b56a6fde63c592c54ce/paddlenlp/transformers/configuration_utils.py#L317) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.PretrainedConfig.md) | -| 384 | [torch.Tensor.stft](https://pytorch.org/docs/stable/generated/torch.Tensor.stft.html#torch.Tensor.stft) | [paddle.Tensor.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.stft.md) | -| 385 | [torch.nn.functional.soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.soft_margin_loss.html?highlight=soft_margin_loss#torch.nn.functional.soft_margin_loss) | [paddle.nn.functional.soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/soft_margin_loss_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.soft_margin_loss.md) | -| 386 | [fairscale.nn.model_parallel.layers.ParallelEmbedding](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L152) | [paddle.distributed.fleet.meta_parallel.VocabParallelEmbedding](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L37) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.ParallelEmbedding.md) | -| 387 | [torch.linalg.eig](https://pytorch.org/docs/stable/generated/torch.linalg.eig.html?highlight=torch+linalg+eig#torch.linalg.eig) | [paddle.linalg.eig](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eig_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eig.md) | -| 388 | torch.clamp_max | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clamp_max.md) | -| 389 | [torch.special.gammainc](https://pytorch.org/docs/stable/special.html#torch.special.gammainc) | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammainc.md) | -| 390 | [torch.nn.FeatureAlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.FeatureAlphaDropout.html#torch.nn.FeatureAlphaDropout) | [paddle.nn.FeatureAlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/FeatureAlphaDropout_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FeatureAlphaDropout.md) | -| 391 | [torch.round](https://pytorch.org/docs/stable/generated/torch.round.html?highlight=round#torch.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/round_cn.html#round) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.round.md) | -| 392 | [torch.distributions.transforms.IndependentTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.IndependentTransform) | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.IndependentTransform.md) | -| 393 | [torch.distributions.distribution.Distribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution) | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.distribution.Distribution.md) | -| 394 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html?highlight=torch%20sub#torch.sub) | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sub.md) | -| 395 | [torch.nn.ReLU6](https://pytorch.org/docs/stable/generated/torch.nn.ReLU6.html#torch.nn.ReLU6) | [paddle.nn.ReLU6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU6_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU6.md) | -| 396 | [torch.column_stack](https://pytorch.org/docs/stable/generated/torch.column_stack.html#torch.column_stack) | [paddle.column_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/column_stack_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.column_stack.md) | -| 397 | [torch.distributions.transforms.TanhTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.TanhTransform) | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.TanhTransform.md) | -| 398 | [torch.nn.HingeEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.HingeEmbeddingLoss.html#hingeembeddingloss) | [paddle.nn.HingeEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/HingeEmbeddingLoss_cn.html#hingeembeddingloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.HingeEmbeddingLoss.md) | -| 399 | [torch.optim.Adadelta](https://pytorch.org/docs/stable/generated/torch.optim.Adadelta.html) | [paddle.optimizer.Adadelta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adadelta_cn.html#cn-api-paddle-optimizer-adadelta) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adadelta.md) | -| 400 | [torch.nn.functional.interpolate](https://pytorch.org/docs/stable/generated/torch.nn.functional.interpolate.html#torch.nn.functional.interpolate) | [paddle.nn.functional.interpolate](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/interpolate_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.interpolate.md) | -| 401 | [torch.nn.Hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Hardsigmoid.html?highlight=hardsigmoid#torch.nn.Hardsigmoid) | [paddle.nn.Hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardsigmoid.md) | -| 402 | [torch.fft.rfftn](https://pytorch.org/docs/stable/generated/torch.fft.rfftn.html#torch-fft-rfftn) | [paddle.fft.rfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftn_cn.html#rfftn) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfftn.md) | -| 403 | [torch.meshgrid](https://pytorch.org/docs/stable/generated/torch.meshgrid.html?highlight=meshgrid#torch.meshgrid) | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.meshgrid.md) | -| 404 | [torch.nn.functional.threshold](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold.html#torch.nn.functional.threshold) | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.threshold.md) | -| 405 | [torch.nn.functional.dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout.html) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout.md) | -| 406 | [torch.nn.CrossEntropyLoss](https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html#torch.nn.CrossEntropyLoss) | [paddle.nn.CrossEntropyLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CrossEntropyLoss_cn.html#crossentropyloss) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CrossEntropyLoss.md) | -| 407 | [torch.linalg.eigh](https://pytorch.org/docs/stable/generated/torch.linalg.eigh.html#torch.linalg.eigh) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigh.md) | -| 408 | [torchvision.datasets.ImageFolder](https://pytorch.org/vision/main/generated/torchvision.datasets.ImageFolder.html) | [paddle.vision.datasets.ImageFolder](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/ImageFolder_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.datasets.ImageFolder.md) | -| 409 | [torch.symeig](https://pytorch.org/docs/stable/generated/torch.symeig.html?highlight=torch+symeig#torch.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html#eigh) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.symeig.md) | -| 410 | [torch.nn.Dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout1d.html#torch.nn.Dropout1d) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout1d.md) | -| 411 | [torch.nn.MaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool2d.html?highlight=maxpool2d#torch.nn.MaxPool2d) | [paddle.nn.MaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool2D_cn.html#maxpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool2d.md) | -| 412 | [torch.nn.functional.dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout3d.html#torch.nn.functional.dropout3d) | [paddle.nn.functional.dropout3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout3d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout3d.md) | -| 413 | [torch.poisson](https://pytorch.org/docs/stable/generated/torch.poisson.html#torch.poisson) | [paddle.poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/poisson_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.poisson.md) | -| 414 | [torch.nn.MultiheadAttention](https://pytorch.org/docs/stable/generated/torch.nn.MultiheadAttention.html#torch.nn.MultiheadAttention) | [paddle.nn.MultiHeadAttention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiHeadAttention_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiheadAttention.md) | -| 415 | [torch.fft.ifft](https://pytorch.org/docs/stable/generated/torch.fft.ifft.html?highlight=ifft#torch.fft.ifft) | [paddle.fft.ifft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifft.md) | -| 416 | [torch.special.gammaln](https://pytorch.org/docs/stable/special.html#torch.special.gammaln) | [paddle.gammaln](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaln_cn.html#gammaln) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaln.md) | +| 1 | torch.clamp_min | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clamp_min.html) | +| 2 | [torch.randint_like](https://pytorch.org/docs/stable/generated/torch.randint_like.html?highlight=randint_like#torch.randint_like) | [paddle.randint_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_like_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randint_like.html) | +| 3 | [torch.distributed.init\_process\_group](https://pytorch.org/docs/stable/distributed.html?highlight=init_process#torch.distributed.init_process_group) | [paddle.distributed.init\_parallel\_env](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/init_parallel_env_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.init_process_group.html) | +| 4 | [torch.nn.functional.nll_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.nll_loss.html#torch-nn-functional-nll-loss) | [paddle.nn.functional.nll_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/nll_loss_cn.html#nll-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.nll_loss.html) | +| 5 | [torch.distributions.transforms.SigmoidTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SigmoidTransform.html) | +| 6 | [torch.nn.functional.leaky_relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.leaky_relu.html#torch.nn.functional.leaky_relu) | [paddle.nn.functional.leaky_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.leaky_relu.html) | +| 7 | [torch.lerp](https://pytorch.org/docs/stable/generated/torch.lerp.html?highlight=lerp#torch.lerp) | [paddle.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lerp_cn.html#lerp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lerp.html) | +| 8 | [torch.nn.Bilinear](https://pytorch.org/docs/stable/generated/torch.nn.Bilinear.html#torch.nn.Bilinear) | [paddle.nn.Bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Bilinear_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Bilinear.html) | +| 9 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | [paddle.nn.Silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Silu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SiLU.html) | +| 10 | [torch.neg](https://pytorch.org/docs/stable/generated/torch.neg.html?highlight=neg#torch.neg) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.neg.html) | +| 11 | [torch.hamming_window](https://pytorch.org/docs/stable/generated/torch.hamming_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hamming_window.html) | +| 12 | [torch.distributions.transformed_distribution.TransformedDistribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transformed_distribution.TransformedDistribution) | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transformed_distribution.TransformedDistribution.html) | +| 13 | [torch.Tensor.type](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch.Tensor.type) | [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.type.html) | +| 14 | [torch.Tensor.round](https://pytorch.org/docs/stable/generated/torch.Tensor.round.html#torch.Tensor.round) | [paddle.Tensor.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.round.html) | +| 15 | [torch.fft.fft](https://pytorch.org/docs/stable/generated/torch.fft.fft.html?highlight=fft#torch.fft.fft) | [paddle.fft.fft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fft.html) | +| 16 | [torch.std](https://pytorch.org/docs/stable/generated/torch.std.html) | [paddle.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/std_cn.html#std) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.std.html) | +| 17 | [torch.special.i1](https://pytorch.org/docs/stable/special.html#torch.special.i1) | [paddle.i1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i1.html) | +| 18 | [torch.nn.functional.max_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool2d.html#torch.nn.functional.max_pool2d) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool2d.html) | +| 19 | [torch.special.i0e](https://pytorch.org/docs/stable/special.html#torch.special.i0e) | [paddle.i0e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0e_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0e.html) | +| 20 | [torch.blackman_window](https://pytorch.org/docs/stable/generated/torch.blackman_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.blackman_window.html) | +| 21 | [torch.nn.MultiLabelMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelMarginLoss.html#torch.nn.MultiLabelMarginLoss) | [paddle.nn.MultiLabelMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiLabelMarginLoss.html) | +| 22 | [torch.logaddexp](https://pytorch.org/docs/stable/generated/torch.logaddexp.html#torch.logaddexp) | [paddle.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logaddexp_cn.html#logaddexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logaddexp.html) | +| 23 | [torch.cummax](https://pytorch.org/docs/stable/generated/torch.cummax.html?highlight=cummax#torch.cummax) | [paddle.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummax_cn.html#cummax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cummax.html) | +| 24 | [torch.nn.functional.max_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool3d.html#torch.nn.functional.max_pool3d) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool3d.html) | +| 25 | [torch.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.amp.autocast.html) | +| 26 | [torch.jit.save](https://pytorch.org/docs/stable/generated/torch.jit.save.html#torch-jit-save) | [paddle.jit.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/save_cn.html#cn-api-paddle-jit-save) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.save.html) | +| 27 | [torch.cosh](https://pytorch.org/docs/stable/generated/torch.cosh.html#torch.cosh) | [paddle.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cosh_cn.html#cosh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cosh.html) | +| 28 | [torch.angle](https://pytorch.org/docs/stable/generated/torch.angle.html) | [paddle.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/angle_cn.html#angle) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.angle.html) | +| 29 | [torch.distributed.ReduceOp](https://pytorch.org/docs/stable/distributed.html?highlight=torch+distributed+reduceop#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.ReduceOp.html) | +| 30 | [torch.isneginf](https://pytorch.org/docs/stable/generated/torch.isneginf.html#torch-isneginf) | [paddle.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isneginf_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.isneginf.html) | +| 31 | [torch.remainder](https://pytorch.org/docs/stable/generated/torch.remainder.html?highlight=remainder#torch.remainder) | [paddle.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/remainder_cn.html#remainder) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.remainder.html) | +| 32 | [torch.cross](https://pytorch.org/docs/stable/generated/torch.cross.html?highlight=cross#torch.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html#cross) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cross.html) | +| 33 | [torch.nn.functional.ctc_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.ctc_loss.html#torch.nn.functional.ctc_loss) | [paddle.nn.functional.ctc_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/ctc_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.ctc_loss.html) | +| 34 | [torch.distributions.gamma.Gamma](https://pytorch.org/docs/stable/distributions.html#gamma) | [paddle.distribution.Gamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gamma_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gamma.Gamma.html) | +| 35 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/generated/torch.Tensor.sub_.html) | paddle.Tensor.subtract_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub_.html) | +| 36 | [torch.utils.data.SubsetRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.SubsetRandomSampler) | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.SubsetRandomSampler.html) | +| 37 | [torch.utils.cpp_extension.CUDAExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cudaextension#torch.utils.cpp_extension.CUDAExtension) | [paddle.utils.cpp_extension.CUDAExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CUDAExtension_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.CUDAExtension.html) | +| 38 | [torch.special.round](https://pytorch.org/docs/stable/special.html#torch.special.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/round_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.round.html) | +| 39 | [torch.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html?highlight=cholesky_inverse#torch.cholesky_inverse) | [paddle.linalg.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_inverse_cn.html#cholesky-inverse) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cholesky_inverse.html) | +| 40 | [torch.linalg.inv](https://pytorch.org/docs/stable/generated/torch.linalg.inv.html#torch.linalg.inv) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.inv.html) | +| 41 | [torch.max_pool2d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.max_pool2d.html) | +| 42 | [torch.copysign](https://pytorch.org/docs/stable/generated/torch.copysign.html#torch.copysign) | [paddle.copysign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/copysign_cn.html#copysign) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.copysign.html) | +| 43 | [torch.nn.Dropout](https://pytorch.org/docs/stable/generated/torch.nn.Dropout.html?highlight=dropout#torch.nn.Dropout) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout.html) | +| 44 | [torch.fft.hfft2](https://pytorch.org/docs/stable/generated/torch.fft.hfft2.html?highlight=torch+fft+hfft2#torch.fft.hfft2) | [paddle.fft.hfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfft2.html) | +| 45 | [torch.cuda.comm.broadcast](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cuda.comm.broadcast.html) | +| 46 | [torch.hub.list](https://pytorch.org/docs/stable/hub.html?highlight=hub+list#torch.hub.list) | [paddle.hub.list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/list_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.list.html) | +| 47 | [torch.linalg.vecdot](https://pytorch.org/docs/stable/generated/torch.linalg.vecdot.html) | [paddle.linalg.vecdot](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L1881) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.vecdot.html) | +| 48 | [torch.square](https://pytorch.org/docs/stable/generated/torch.square.html?highlight=square#torch.square) | [paddle.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/square_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.square.html) | +| 49 | [torch.special.log1p](https://pytorch.org/docs/stable/special.html#torch.special.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.log1p.html) | +| 50 | [torch.nn.functional.dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout2d.html#torch.nn.functional.dropout2d) | [paddle.nn.functional.dropout2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout2d.html) | +| 51 | [torch.optim.SGD](https://pytorch.org/docs/stable/generated/torch.optim.SGD.html) | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.SGD.html) | +| 52 | [torch.fft.irfft2](https://pytorch.org/docs/stable/generated/torch.fft.irfft2.html#torch-fft-irfft2) | [paddle.fft.irfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft2_cn.html#irfft2) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfft2.html) | +| 53 | [torch.lu](https://pytorch.org/docs/stable/generated/torch.lu.html?highlight=lu#torch.lu) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu.html) | +| 54 | [torch.quantile](https://pytorch.org/docs/stable/generated/torch.quantile.html?highlight=quantile#torch.quantile) | [paddle.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/quantile_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.quantile.html) | +| 55 | [torch.distributions.transforms.StackTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StackTransform) | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StackTransform.html) | +| 56 | [torch.ormqr](https://pytorch.org/docs/stable/generated/torch.ormqr.html#torch.ormqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ormqr.html) | +| 57 | [torch.linalg.svdvals](https://pytorch.org/docs/stable/generated/torch.linalg.svdvals.html#torch.linalg.svdvals) | [paddle.linalg.svdvals](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L3019) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.svdvals.html) | +| 58 | [torch.Tensor.index\_add\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add_.html#torch.Tensor.index_add_) | paddle.Tensor.index_add_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.index_add_.html) | +| 59 | [torch.utils.checkpoint.checkpoint](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.checkpoint) | [paddle.distributed.fleet.utils.recompute](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.checkpoint.checkpoint.html) | +| 60 | [torch.distributed.broadcast\_object\_list](https://pytorch.org/docs/stable/distributed.html?highlight=broadcast_object_list#torch.distributed.broadcast_object_list) | [paddle.distributed.broadcast\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/broadcast_object_list_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.broadcast_object_list.html) | +| 61 | [torch.Tensor.random_](https://pytorch.org/docs/stable/generated/torch.Tensor.random_.html) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/uniform__en.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.random_.html) | +| 62 | [torch.nn.functional.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.rrelu.html) | +| 63 | [torch.linalg.cholesky](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky.html?highlight=linalg+cholesky#torch.linalg.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cholesky.html) | +| 64 | [torch.Tensor.backward](https://pytorch.org/docs/stable/generated/torch.Tensor.backward.html#torch.Tensor.backward) | [paddle.Tensor.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#backward-grad-tensor-none-retain-graph-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.backward.html) | +| 65 | [torch.nn.functional.cosine\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_embedding_loss.html#torch.nn.functional.cosine_embedding_loss) | [paddle.nn.functional.cosine\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_embedding_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.cosine_embedding_loss.html) | +| 66 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asarray.html) | +| 67 | [torch.nn.functional.feature\_alpha\_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.feature_alpha_dropout.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.feature_alpha_dropout.html) | +| 68 | [torch.cumprod](https://pytorch.org/docs/stable/generated/torch.cumprod.html?highlight=cumprod#torch.cumprod) | [paddle.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cumprod.html) | +| 69 | [torch.autograd.functional.jacobian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jacobian.html#torch.autograd.functional.jacobian) | [paddle.incubate.autograd.Jacobian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Jacobian_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.jacobian.html) | +| 70 | [torch.cummin](https://pytorch.org/docs/stable/generated/torch.cummin.html) | [paddle.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummin_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cummin.html) | +| 71 | [torch.asinh](https://pytorch.org/docs/stable/generated/torch.asinh.html#torch.asinh) | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asinh.html) | +| 72 | [torch.nn.LayerNorm](https://pytorch.org/docs/stable/generated/torch.nn.LayerNorm.html?highlight=layernorm#torch.nn.LayerNorm) | [paddle.nn.LayerNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerNorm_cn.html#layernorm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.LayerNorm.html) | +| 73 | [torch.Tensor.bernoulli](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli.html#torch.Tensor.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html#bernoulli) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.bernoulli.html) | +| 74 | [torch.distributions.transforms.PowerTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.PowerTransform.html) | +| 75 | [torch.linalg.solve](https://pytorch.org/docs/stable/generated/torch.linalg.solve.html#torch.linalg.solve) | [paddle.linalg.solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.solve.html) | +| 76 | [torch.utils.cpp_extension.CppExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cppextension#torch.utils.cpp_extension.CppExtension) | [paddle.utils.cpp_extension.CppExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.CppExtension.html) | +| 77 | [torch.hypot](https://pytorch.org/docs/stable/generated/torch.hypot.html#torch.hypot) | [paddle.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hypot.html) | +| 78 | [torch.nextafter](https://pytorch.org/docs/stable/generated/torch.nextafter.html?highlight=nextafter#torch.nextafter) | [paddle.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nextafter.html) | +| 79 | [torch.fmod](https://pytorch.org/docs/stable/generated/torch.fmod.html?highlight=fmod#torch.fmod) | [paddle.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mod_cn.html#mod) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmod.html) | +| 80 | [torch.fix](https://pytorch.org/docs/stable/generated/torch.fix.html?highlight=torch+fix#torch.fix) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fix.html) | +| 81 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | [paddle.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/median_cn.html#median) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.median.html) | +| 82 | [torch.distributions.beta.Beta](https://pytorch.org/docs/stable/distributions.html#torch.distributions.beta.Beta) | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.beta.Beta.html) | +| 83 | [torch.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html?highlight=lgamma#torch.lgamma) | [paddle.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html#lgamma) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lgamma.html) | +| 84 | [torch.nn.GroupNorm](https://pytorch.org/docs/stable/generated/torch.nn.GroupNorm.html?highlight=groupnorm#torch.nn.GroupNorm) | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.GroupNorm.html) | +| 85 | [torch.autograd.grad](https://pytorch.org/docs/stable/generated/torch.autograd.grad.html#torch.autograd.grad) | [paddle.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/grad_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.grad.html) | +| 86 | [torch.distributions.transforms.Transform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.Transform) | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.Transform.html) | +| 87 | [torch.linalg.solve_triangular](https://pytorch.org/docs/stable/generated/torch.linalg.solve_triangular.html?highlight=torch+linalg+solve_triangular#torch.linalg.solve_triangular) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.solve_triangular.html) | +| 88 | [torch.nn.BCEWithLogitsLoss](https://pytorch.org/docs/stable/generated/torch.nn.BCEWithLogitsLoss.html#bcewithlogitsloss) | [paddle.nn.BCEWithLogitsLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCEWithLogitsLoss_cn.html#bcewithlogitsloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.BCEWithLogitsLoss.html) | +| 89 | [fairscale.nn.model_parallel.layers.RowParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L299) | [paddle.distributed.fleet.meta_parallel.RowParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L291) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.RowParallelLinear.html) | +| 90 | [torch.nn.ELU](https://pytorch.org/docs/stable/generated/torch.nn.ELU.html?highlight=elu#torch.nn.ELU) | [paddle.nn.ELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ELU_cn.html#elu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ELU.html) | +| 91 | [torch.jit.load](https://pytorch.org/docs/stable/generated/torch.jit.load.html#torch.jit.load) | [paddle.jit.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/load_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.load.html) | +| 92 | [torch.nn.NLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.NLLLoss.html?highlight=nllloss#torch.nn.NLLLoss) | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.NLLLoss.html) | +| 93 | [torch.nn.functional.multilabel\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_margin_loss.html) | [paddle.nn.functional.multi\_label\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_margin_loss_cn.html#multi-label-margin-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multilabel_margin_loss.html) | +| 94 | [torch.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan2.html) | +| 95 | [torch.acosh](https://pytorch.org/docs/stable/generated/torch.acosh.html?highlight=acosh#torch.acosh) | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acosh.html) | +| 96 | [torch.Tensor.contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.contiguous.html) | [paddle.Tensor.contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#contiguous) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.contiguous.html) | +| 97 | [torch.optim.ASGD](https://pytorch.org/docs/stable/generated/torch.optim.ASGD.html) | [paddle.optimizer.ASGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/ASGD_cn.html#cn-api-paddle-optimizer-asgd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.ASGD.html) | +| 98 | [torch.distributions.transforms.SoftmaxTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SoftmaxTransform) | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SoftmaxTransform.html) | +| 99 | [transformers.GenerationConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/text_generation#transformers.GenerationConfig) | [paddlenlp.generation.GenerationConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/configuration_utils.py#L62) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.GenerationConfig.html) | +| 100 | [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product) | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.householder_product.html) | +| 101 | [torch.special.erf](https://pytorch.org/docs/stable/special.html?highlight=torch+special+erf#torch.special.erf) | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erf.html) | +| 102 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | [paddle.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmedian_cn.html#nanmedian) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanmedian.html) | +| 103 | [torch.inverse](https://pytorch.org/docs/stable/generated/torch.inverse.html?highlight=inverse#torch.inverse) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.inverse.html) | +| 104 | [torch.signal.windows.general_cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.general_cosine.html) | +| 105 | [torch.distributions.log_normal.LogNormal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.log_normal.LogNormal) | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.log_normal.LogNormal.html) | +| 106 | [torch.distributed.P2POp](https://pytorch.org/docs/stable/distributed.html#torch.distributed.P2POp) | [paddle.distributed.P2POp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/Overview_cn.html#paddle-distributed) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.P2POp.html) | +| 107 | [torch.distributions.bernoulli.Bernoulli](https://pytorch.org/docs/stable/distributions.html#torch.distributions.bernoulli.Bernoulli) | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.bernoulli.Bernoulli.html) | +| 108 | [torch.special.sinc](https://pytorch.org/docs/stable/special.html#torch.special.sinc) | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.sinc.html) | +| 109 | [torch.nn.InstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm3d.html#torch.nn.InstanceNorm3d) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.InstanceNorm3d.html) | +| 110 | [torch.nn.functional.l1_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.l1_loss.html?highlight=l1_loss#torch.nn.functional.l1_loss) | [paddle.nn.functional.l1_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/l1_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.l1_loss.html) | +| 111 | [torch.Tensor.numpy](https://pytorch.org/docs/stable/generated/torch.Tensor.numpy.html?highlight=numpy#torch.Tensor.numpy) | [paddle.Tensor.numpy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#numpy) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.numpy.html) | +| 112 | [torch.linalg.det](https://pytorch.org/docs/stable/generated/torch.linalg.det.html#torch.linalg.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.det.html) | +| 113 | [torch.linspace](https://pytorch.org/docs/stable/generated/torch.linspace.html?highlight=linspace#torch.linspace) | [paddle.linspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linspace_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linspace.html) | +| 114 | [torch.nn.functional.margin\_ranking\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.margin_ranking_loss.html?highlight=margin_ranking_loss#torch.nn.functional.margin_ranking_loss) | [paddle.nn.functional.margin\_ranking\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/margin_ranking_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.margin_ranking_loss.html) | +| 115 | [torch.nn.functional.normalize](https://pytorch.org/docs/stable/generated/torch.nn.functional.normalize.html?highlight=normalize#torch.nn.functional.normalize) | [paddle.nn.functional.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/normalize_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.normalize.html) | +| 116 | [torch.distributions.binomial.Binomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.binomial.Binomial) | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.binomial.Binomial.html) | +| 117 | [torch.Tensor.log\_normal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_normal_.html#torch-tensor-log-normal) | [paddle.Tensor.log\_normal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log_normal-mean-1-0-std-2-0-shape-none-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.log_normal_.html) | +| 118 | [torch.optim.RMSprop](https://pytorch.org/docs/stable/generated/torch.optim.RMSprop.html) | [paddle.optimizer.RMSProp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RMSProp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.RMSprop.html) | +| 119 | torch.scalar_tensor | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.scalar_tensor.html) | +| 120 | [torch.distributions.laplace.Laplace](https://pytorch.org/docs/stable/distributions.html#torch.distributions.laplace.Laplace) | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.laplace.Laplace.html) | +| 121 | [torch.distributed.new_group](https://pytorch.org/docs/stable/distributed.html#torch.distributed.new_group) | [paddle.distributed.new_group](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/new_group_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.new_group.html) | +| 122 | [torch.distributions.lkj_cholesky.LKJCholesky](https://pytorch.org/docs/stable/distributions.html#torch.distributions.lkj_cholesky.LKJCholesky) | [paddle.distribution.LKJCholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/LKJCholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.lkj_cholesky.LKJCholesky.html) | +| 123 | [torch.utils.data.DataLoader](https://pytorch.org/docs/stable/data.html?highlight=dataloader#torch.utils.data.DataLoader) | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.DataLoader.html) | +| 124 | [torch.distributions.cauchy.Cauchy](https://pytorch.org/docs/stable/distributions.html#torch.distributions.cauchy.Cauchy) | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.cauchy.Cauchy.html) | +| 125 | [torch.linalg.matrix_norm](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_norm.html#torch.linalg.matrix_norm) | [paddle.linalg.matrix_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_norm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_norm.html) | +| 126 | [torch.isposinf](https://pytorch.org/docs/stable/generated/torch.isposinf.html#torch-isposinf) | [paddle.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isposinf_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.isposinf.html) | +| 127 | [torch.index_add](https://pytorch.org/docs/stable/generated/torch.index_add.html#torch.index_add) | [paddle.index_add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/index_add_cn.html#index-add) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.index_add.html) | +| 128 | [torch.acos](https://pytorch.org/docs/stable/generated/torch.acos.html?highlight=acos#torch.acos) | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acos.html) | +| 129 | [torch.Tensor.sub](https://pytorch.org/docs/stable/generated/torch.Tensor.sub.html#torch.Tensor.sub) | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub.html) | +| 130 | [torch.randint](https://pytorch.org/docs/stable/generated/torch.randint.html?highlight=randint#torch.randint) | [paddle.randint](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_cn.html#randint) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randint.html) | +| 131 | [torch.linalg.cross](https://pytorch.org/docs/stable/generated/torch.linalg.cross.html?highlight=torch+linalg+cross#torch.linalg.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cross.html) | +| 132 | [torch.nn.functional.scaled\_dot\_product\_attention](https://pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.html#torch-nn-functional-scaled-dot-product-attention) | [paddle.nn.functional.scaled\_dot\_product\_attention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/scaled_dot_product_attention_cn.html#scaled-dot-product-attention) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.scaled_dot_product_attention.html) | +| 133 | [torch.nn.functional.max_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool1d.html#torch.nn.functional.max_pool1d) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool1d.html) | +| 134 | [torch.Tensor.index_add](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add.html#torch.Tensor.index_add) | paddle.Tensor.index_add | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.index_add.html) | +| 135 | [torch.optim.Optimizer.step](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.step.html#torch-optim-optimizer-step) | [paddle.optimizer.Optimizer.step](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#step) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Optimizer.step.html) | +| 136 | [torch.mv](https://pytorch.org/docs/stable/generated/torch.mv.html?highlight=torch+mv#torch.mv) | [paddle.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mv.html) | +| 137 | [torch.Tensor.new_tensor](https://pytorch.org/docs/stable/generated/torch.Tensor.new_tensor.html#torch-tensor-new-tensor) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.new_tensor.html) | +| 138 | [torch.vdot](https://pytorch.org/docs/stable/generated/torch.vdot.html#torch.vdot) | [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.vdot.html) | +| 139 | [torch.fft.fftn](https://pytorch.org/docs/stable/generated/torch.fft.fftn.html?highlight=fftn#torch.fft.fftn) | [paddle.fft.fftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fftn.html) | +| 140 | [fairscale.nn.model_parallel.layers.ColumnParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L218) | [paddle.distributed.fleet.meta_parallel.ColumnParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L153) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.ColumnParallelLinear.html) | +| 141 | [torch.nn.Dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout3d.html?highlight=dropout3d#torch.nn.Dropout3d) | [paddle.nn.Dropout3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout3D_cn.html#dropout3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout3d.html) | +| 142 | [torchvision.ops.RoIAlign](https://pytorch.org/vision/main/generated/torchvision.ops.RoIAlign.html) | [paddle.vision.ops.RoIAlign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIAlign_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.ops.RoIAlign.html) | +| 143 | [torch.distributed.recv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.recv) | [paddle.distributed.recv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/recv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.recv.html) | +| 144 | [torch.distributions.studentT.StudentT](https://pytorch.org/docs/stable/distributions.html#studentt) | [paddle.distribution.StudentT](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/StudentT_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.studentT.StudentT.html) | +| 145 | [torch.nn.functional.mish](https://pytorch.org/docs/stable/generated/torch.nn.functional.mish.html?highlight=torch+nn+functional+mish#torch.nn.functional.mish) | [paddle.nn.functional.mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.mish.html) | +| 146 | [torch.fft.rfftfreq](https://pytorch.org/docs/stable/generated/torch.fft.rfftfreq.html?highlight=rfftfreq#torch.fft.rfftfreq) | [paddle.fft.rfftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftfreq_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfftfreq.html) | +| 147 | [transformers.AddedToken](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/tokenization_utils_base.py#L84) | [paddlenlp.transformers.AddedToken](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils_base.py#L48) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.AddedToken.html) | +| 148 | [torch.Tensor.clone](https://pytorch.org/docs/stable/generated/torch.Tensor.clone.html#torch.Tensor.clone) | [paddle.Tensor.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clone) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.clone.html) | +| 149 | [torch.nn.FractionalMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool3d.html#fractionalmaxpool3d) | [paddle.nn.FractionalMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FractionalMaxPool3d.html) | +| 150 | [torch.optim.RAdam](https://pytorch.org/docs/stable/generated/torch.optim.RAdam.html#torch.optim.RAdam) | [paddle.optimizer.RAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RAdam_cn.html#radam) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.RAdam.html) | +| 151 | [torch.distributions.continuous_bernoulli.ContinuousBernoulli](https://pytorch.org/docs/stable/distributions.html) | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.continuous_bernoulli.ContinuousBernoulli.html) | +| 152 | [torch.negative](https://pytorch.org/docs/stable/generated/torch.negative.html?highlight=torch+negative#torch.negative) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.negative.html) | +| 153 | [torch.nn.Module.register\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_pre_hook) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.register_forward_pre_hook.html) | +| 154 | [torch.special.erfinv](https://pytorch.org/docs/stable/special.html#torch.special.erfinv) | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erfinv.html) | +| 155 | [torch.special.polygamma](https://pytorch.org/docs/stable/special.html#torch.special.polygamma) | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.polygamma.html) | +| 156 | [torch.bernoulli](https://pytorch.org/docs/stable/generated/torch.bernoulli.html#torch.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.bernoulli.html) | +| 157 | [torch.distributions.multinomial.Multinomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.multinomial.Multinomial) | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multinomial.Multinomial.html) | +| 158 | [torch.inner](https://pytorch.org/docs/stable/generated/torch.inner.html?highlight=inner#torch.inner) | [paddle.inner](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/inner_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.inner.html) | +| 159 | [torch.fft.irfft](https://pytorch.org/docs/stable/generated/torch.fft.irfft.html#torch-fft-irfft) | [paddle.fft.irfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft_cn.html#irfft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfft.html) | +| 160 | [torch.nn.functional.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.celu.html) | +| 161 | [torch.bucketize](https://pytorch.org/docs/stable/generated/torch.bucketize.html#torch.bucketize) | [paddle.bucketize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bucketize_cn.html#paddle-bucketize) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.bucketize.html) | +| 162 | [torch.nn.Mish](https://pytorch.org/docs/stable/generated/torch.nn.Mish.html?highlight=torch+nn+mish) | [paddle.nn.Mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Mish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Mish.html) | +| 163 | [torch.distributions.dirichlet.Dirichlet](https://pytorch.org/docs/stable/distributions.html#torch.distributions.dirichlet.Dirichlet) | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.dirichlet.Dirichlet.html) | +| 164 | [torch.nan\_to\_num](https://pytorch.org/docs/stable/generated/torch.nan_to_num.html?highlight=nan_to_num#torch.nan_to_num) | [paddle.nan\_to\_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nan_to_num_cn.html#nan-to-num) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nan_to_num.html) | +| 165 | [torch.fft.ifft2](https://pytorch.org/docs/stable/generated/torch.fft.ifft2.html?highlight=ifft2#torch.fft.ifft2) | [paddle.fft.ifft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifft2.html) | +| 166 | [torch.fft.hfft](https://pytorch.org/docs/stable/generated/torch.fft.hfft.html?highlight=hfft#torch.fft.hfft) | [paddle.fft.hfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfft.html) | +| 167 | [torch.signal.windows.general_hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.general_hamming.html) | +| 168 | [torch.triu_indices](https://pytorch.org/docs/stable/generated/torch.triu_indices.html?highlight=triu_indices#torch.triu_indices) | [paddle.triu_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_indices_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.triu_indices.html) | +| 169 | [torch.logspace](https://pytorch.org/docs/stable/generated/torch.logspace.html?highlight=logspace#torch.logspace) | [paddle.logspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logspace_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logspace.html) | +| 170 | [torch.set_printoptions](https://pytorch.org/docs/stable/generated/torch.set_printoptions.html?highlight=torch+set_printoptions#torch.set_printoptions) | [paddle.set_printoptions](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_printoptions_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.set_printoptions.html) | +| 171 | [torch.nn.Hardswish](https://pytorch.org/docs/stable/generated/torch.nn.Hardswish.html#torch.nn.Hardswish) | [paddle.nn.Hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardswish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardswish.html) | +| 172 | [torch.autograd.backward](https://pytorch.org/docs/stable/generated/torch.autograd.backward.html#torch.autograd.backward) | [paddle.autograd.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/backward_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.backward.html) | +| 173 | [torch.nn.Module.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.load_state_dict) | [paddle.nn.Layer.set\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#set-state-dict-state-dict-use-structured-name-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.load_state_dict.html) | +| 174 | [torch.signal.windows.hann](https://pytorch.org/docs/stable/generated/torch.signal.windows.hann.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.hann.html) | +| 175 | [torch.save](https://pytorch.org/docs/stable/generated/torch.save.html?highlight=save#torch.save) | [paddle.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/save_cn.html#save) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.save.html) | +| 176 | [torch.autograd.functional.hessian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.hessian.html#torch.autograd.functional.hessian) | [paddle.incubate.autograd.Hessian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Hessian_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.hessian.html) | +| 177 | [torch.fmax](https://pytorch.org/docs/stable/generated/torch.fmax.html#torch.fmax) | [paddle.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmax.html) | +| 178 | [torch.linalg.svd](https://pytorch.org/docs/stable/generated/torch.linalg.svd.html?highlight=svd#torch.linalg.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.svd.html) | +| 179 | [torch.nn.functional.triplet\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_loss.html?highlight=triplet_margin_loss#torch.nn.functional.triplet_margin_loss) | [paddle.nn.functional.triplet\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.triplet_margin_loss.html) | +| 180 | [torch.nn.functional.fractional\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool3d.html#torch-nn-functional-fractional-max-pool3d) | [paddle.nn.functional.fractional\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.fractional_max_pool3d.html) | +| 181 | [torch.special.psi](https://pytorch.org/docs/stable/special.html#torch.special.psi) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.psi.html) | +| 182 | [torch.baddbmm](https://pytorch.org/docs/stable/generated/torch.baddbmm.html?highlight=baddbmm#torch.baddbmm) | [paddle.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/baddbmm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.baddbmm.html) | +| 183 | [torch.linalg.eigvalsh](https://pytorch.org/docs/stable/generated/torch.linalg.eigvalsh.html#torch.linalg.eigvalsh) | [paddle.linalg.eigvalsh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvalsh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigvalsh.html) | +| 184 | [torch.nn.functional.binary\_cross\_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy.html) | [paddle.nn.functional.binary\_cross\_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/binary_cross_entropy_cn.html#binary-cross-entropy) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.binary_cross_entropy.html) | +| 185 | [torch.deg2rad](https://pytorch.org/docs/stable/generated/torch.deg2rad.html#torch-deg2rad) | [paddle.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/deg2rad_cn.html#paddle.deg2rad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.deg2rad.html) | +| 186 | [torch.fft.fftfreq](https://pytorch.org/docs/stable/generated/torch.fft.fftfreq.html?highlight=fftfreq#torch.fft.fftfreq) | [paddle.fft.fftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftfreq_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fftfreq.html) | +| 187 | [torch.nn.functional.hardswish](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardswish.html#torch.nn.functional.hardswish) | [paddle.nn.functional.hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardswish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hardswish.html) | +| 188 | [torch.nn.PoissonNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.PoissonNLLLoss) | [paddle.nn.PoissonNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PoissonNLLLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.PoissonNLLLoss.html) | +| 189 | [torch.Tensor.round_](https://pytorch.org/docs/stable/generated/torch.Tensor.round_.html#torch.Tensor.round_) | [paddle.Tensor.round_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.round_.html) | +| 190 | [torch.nn.functional.poisson\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.poisson_nll_loss.html) | [paddle.nn.functional.poisson\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/poisson_nll_loss_cn.html#poisson-nll-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.poisson_nll_loss.html) | +| 191 | [torch.distributions.exp_family.ExponentialFamily](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exp_family.ExponentialFamily) | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exp_family.ExponentialFamily.html) | +| 192 | [torch.nn.MaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool1d.html?highlight=maxpool1d#torch.nn.MaxPool1d) | [paddle.nn.MaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool1D_cn.html#maxpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool1d.html) | +| 193 | [torch.distributed.rpc.init_rpc](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.init_rpc) | [paddle.distributed.rpc.init_rpc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/init_rpc_cn.html#init-rpc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.rpc.init_rpc.html) | +| 194 | [torch.nn.FractionalMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool2d.html#fractionalmaxpool2d) | [paddle.nn.FractionalMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FractionalMaxPool2d.html) | +| 195 | [flash\_attn.flash\_attn\_interface.flash\_attn\_func](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/flash_attn_interface.py#L808) | [paddle.nn.functional.flash\_attention.flash\_attention](https://github.com/PaddlePaddle/Paddle/blob/900d27c40ef4567d7ea6342f3f0eedd394885ecb/python/paddle/nn/functional/flash_attention.py#L248) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_func.html) | +| 196 | [torch.gcd](https://pytorch.org/docs/stable/generated/torch.gcd.html#torch-gcd) | [paddle.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gcd_cn.html#gcd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.gcd.html) | +| 197 | [torch.optim.NAdam](https://pytorch.org/docs/stable/generated/torch.optim.NAdam.html#torch.optim.NAdam) | [paddle.optimizer.NAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/NAdam_cn.html#nadam) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.NAdam.html) | +| 198 | [torch.trunc](https://pytorch.org/docs/stable/generated/torch.trunc.html?highlight=torch+trunc#torch.trunc) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.trunc.html) | +| 199 | [torch.Tensor.unique](https://pytorch.org/docs/stable/generated/torch.Tensor.unique.html?highlight=unique#torch.Tensor.unique) | [paddle.Tensor.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unique-return-index-false-return-inverse-false-return-counts-false-axis-none-dtype-int64-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.unique.html) | +| 200 | [torch.nn.Hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.Hardtanh.html#torch.nn.Hardtanh) | [paddle.nn.Hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardtanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardtanh.html) | +| 201 | [torch.nn.AdaptiveLogSoftmaxWithLoss](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveLogSoftmaxWithLoss.html#adaptivelogsoftmaxwithloss) | [paddle.nn.AdaptiveLogSoftmaxWithLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveLogSoftmaxWithLoss_cn.html#adaptivelogsoftmaxwithloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.AdaptiveLogSoftmaxWithLoss.html) | +| 202 | [torch.qr](https://pytorch.org/docs/stable/generated/torch.qr.html#torch.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.qr.html) | +| 203 | [torch.ldexp](https://pytorch.org/docs/stable/generated/torch.ldexp.html#torch.ldexp) | [paddle.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ldexp_cn.html#ldexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ldexp.html) | +| 204 | [torch.profiler.profile](https://pytorch.org/docs/stable/profiler.html#torch.profiler.profile) | [paddle.profiler.Profiler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/Profiler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.profiler.profile.html) | +| 205 | [torch.Tensor.is_contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.is_contiguous.html#torch-tensor-is-contiguous) | [paddle.Tensor.is_contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-contiguous) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.is_contiguous.html) | +| 206 | [torch.distributions.categorical.Categorical](https://pytorch.org/docs/stable/distributions.html#torch.distributions.categorical.Categorical) | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.categorical.Categorical.html) | +| 207 | [torch.signal.windows.exponential](https://pytorch.org/docs/stable/generated/torch.signal.windows.exponential.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.exponential.html) | +| 208 | [torch.asin](https://pytorch.org/docs/stable/generated/torch.asin.html#torch.asin) | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asin.html) | +| 209 | [torch.fft.rfft](https://pytorch.org/docs/stable/generated/torch.fft.rfft.html#torch-fft-rfft) | [paddle.fft.rfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft_cn.html#rfft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfft.html) | +| 210 | [torch.hub.help](https://pytorch.org/docs/stable/hub.html?highlight=hub+help#torch.hub.help) | [paddle.hub.help](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/help_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.help.html) | +| 211 | [torch.utils.data.distributed.DistributedSampler](https://docs.pytorch.org/docs/stable/data.html#torch.utils.data.distributed.DistributedSampler) | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.distributed.DistributedSampler.html) | +| 212 | [torch.distributed.monitored_barrier](https://pytorch.org/docs/stable/distributed.html#torch.distributed.monitored_barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.monitored_barrier.html) | +| 213 | [torch.unique](https://pytorch.org/docs/stable/generated/torch.unique.html?highlight=unique#torch.unique) | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.unique.html) | +| 214 | [torch.signbit](https://pytorch.org/docs/stable/generated/torch.signbit.html#torch-signbit) | [paddle.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signbit.html) | +| 215 | [torch.distributions.transforms.ReshapeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ReshapeTransform) | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ReshapeTransform.html) | +| 216 | [torch.nn.Transformer](https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html#torch.nn.Transformer) | [paddle.nn.Transformer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Transformer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Transformer.html) | +| 217 | [torch.nn.functional.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.selu.html) | +| 218 | [torch.svd](https://pytorch.org/docs/stable/generated/torch.svd.html?highlight=torch+svd#torch.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.svd.html) | +| 219 | [torch.atan](https://pytorch.org/docs/stable/generated/torch.atan.html#torch.atan) | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan.html) | +| 220 | [torch.distributions.gumbel.Gumbel](https://pytorch.org/docs/stable/distributions.html#torch.distributions.gumbel.Gumbel) | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gumbel.Gumbel.html) | +| 221 | [torch.nn.LeakyReLU](https://pytorch.org/docs/stable/generated/torch.nn.LeakyReLU.html?highlight=leakyrelu#torch.nn.LeakyReLU) | [paddle.nn.LeakyReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LeakyReLU_cn.html#leakyrelu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.LeakyReLU.html) | +| 222 | [torch.normal](https://pytorch.org/docs/stable/generated/torch.normal.html#torch.normal) | [paddle.normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/normal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.normal.html) | +| 223 | [torch.nanmean](https://pytorch.org/docs/stable/generated/torch.nanmean.html?highlight=nanmean#torch.nanmean) | [paddle.nanmean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmean_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanmean.html) | +| 224 | [torch.searchsorted](https://pytorch.org/docs/stable/generated/torch.searchsorted.html#torch-searchsorted) | [paddle.searchsorted](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/searchsorted_cn.html#searchsorted) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.searchsorted.html) | +| 225 | [torch.Tensor.nanmean](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmean.html?highlight=nanmean#torch.Tensor.nanmean) | [paddle.Tensor.nanmean](暂无对应文档) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.nanmean.html) | +| 226 | [torch.fft.ihfft2](https://pytorch.org/docs/stable/generated/torch.fft.ihfft2.html?highlight=torch+fft+ihfft2#torch.fft.ihfft2) | [paddle.fft.ihfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfft2.html) | +| 227 | [torch.nn.TransformerEncoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoder.html#torch.nn.TransformerEncoder) | [paddle.nn.TransformerEncoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoder_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerEncoder.html) | +| 228 | [torch.nn.functional.gumbel_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.gumbel_softmax.html#torch.nn.functional.gumbel_softmax) | [paddle.nn.functional.gumbel_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gumbel_softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.gumbel_softmax.html) | +| 229 | [torch.distributed.isend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.isend) | [paddle.distributed.isend](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/isend_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.isend.html) | +| 230 | [torch.nn.SmoothL1Loss](https://pytorch.org/docs/stable/generated/torch.nn.SmoothL1Loss.html?highlight=smoothl1loss#torch.nn.SmoothL1Loss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html#smoothl1loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SmoothL1Loss.html) | +| 231 | [torch.linalg.qr](https://pytorch.org/docs/stable/generated/torch.linalg.qr.html#torch.linalg.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.qr.html) | +| 232 | [torch.special.multigammaln](https://pytorch.org/docs/stable/special.html#torch.special.multigammaln) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.multigammaln.html) | +| 233 | [torch.distributions.transforms.AbsTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AbsTransform) | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AbsTransform.html) | +| 234 | [torch.lt](https://pytorch.org/docs/stable/generated/torch.lt.html#torch.lt) | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lt.html) | +| 235 | [torch.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autocast.html) | +| 236 | [torch.fft.hfftn](https://pytorch.org/docs/stable/generated/torch.fft.hfftn.html?highlight=torch+fft+hfftn#torch.fft.hfftn) | [paddle.fft.hfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfftn.html) | +| 237 | [torch.nn.functional.kl_div](https://pytorch.org/docs/stable/generated/torch.nn.functional.kl_div.html?highlight=kl_div#torch.nn.functional.kl_div) | [paddle.nn.functional.kl_div](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/kl_div_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.kl_div.html) | +| 238 | [torch.sparse\_csr\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_csr_tensor.html#torch.sparse_csr_tensor) | [paddle.sparse.sparse\_csr\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_csr_tensor_cn.html#sparse-csr-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sparse_csr_tensor.html) | +| 239 | [torch.nn.functional.cross_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.cross_entropy.html?highlight=cross_#torch.nn.functional.cross_entropy) | [paddle.nn.functional.cross_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cross_entropy_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.cross_entropy.html) | +| 240 | [torch.distributions.normal.Normal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.normal.Normal) | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.normal.Normal.html) | +| 241 | [torch.nn.functional.hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardtanh.html#torch.nn.functional.hardtanh) | [paddle.nn.functional.hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hardtanh.html) | +| 242 | [torch.optim.Adamax](https://pytorch.org/docs/stable/generated/torch.optim.Adamax.html) | [paddle.optimizer.Adamax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adamax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adamax.html) | +| 243 | [torch.nn.MultiLabelSoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelSoftMarginLoss.html#torch.nn.MultiLabelSoftMarginLoss) | [paddle.nn.MultiLabelSoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelSoftMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiLabelSoftMarginLoss.html) | +| 244 | [torch.Tensor.resize_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_.html) | [paddle.Tensor.resize_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#resize-shape-fill-zero-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.resize_.html) | +| 245 | [torch.distributions.transforms.ExpTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ExpTransform) | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ExpTransform.html) | +| 246 | [torch.nn.CosineEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.CosineEmbeddingLoss.html#torch.nn.CosineEmbeddingLoss) | [paddle.nn.CosineEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineEmbeddingLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CosineEmbeddingLoss.html) | +| 247 | [torch.distributions.chi2.Chi2](https://pytorch.org/docs/stable/distributions.html#chi2) | [paddle.distribution.Chi2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Chi2_cn.html#prob-value) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.chi2.Chi2.html) | +| 248 | [torch.signal.windows.hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.hamming.html) | +| 249 | [torch.abs](https://pytorch.org/docs/stable/generated/torch.abs.html?highlight=abs#torch.abs) | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.abs.html) | +| 250 | [torch.atanh](https://pytorch.org/docs/stable/generated/torch.atanh.html#torch.atanh) | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atanh.html) | +| 251 | [torch.autograd.functional.vjp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.vjp.html#torch.autograd.functional.vjp) | [paddle.incubate.autograd.vjp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/vjp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.vjp.html) | +| 252 | [torch.lu_unpack](https://pytorch.org/docs/stable/generated/torch.lu_unpack.html?highlight=lu_unpack#torch.lu_unpack) | [paddle.linalg.lu_unpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_unpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu_unpack.html) | +| 253 | [torch.fft.ihfftn](https://pytorch.org/docs/stable/generated/torch.fft.ihfftn.html?highlight=torch+fft+ihfftn#torch.fft.ihfftn) | [paddle.fft.ihfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfftn.html) | +| 254 | [torch.Tensor.geometric_](https://pytorch.org/docs/stable/generated/torch.Tensor.geometric_.html) | [paddle.Tensor.geometric_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.geometric_.html) | +| 255 | [torch.distributed.barrier](https://pytorch.org/docs/stable/distributed.html?highlight=barrier#torch.distributed.barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.barrier.html) | +| 256 | [torch.linalg.eigvals](https://pytorch.org/docs/stable/generated/torch.linalg.eigvals.html?highlight=torch+linalg+eigvals#torch.linalg.eigvals) | [paddle.linalg.eigvals](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvals_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigvals.html) | +| 257 | [torch.max_pool1d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.max_pool1d.html) | +| 258 | [torch.utils.cpp_extension.load](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+load#torch.utils.cpp_extension.load) | [paddle.utils.cpp_extension.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/load_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.load.html) | +| 259 | [torch.exp](https://pytorch.org/docs/stable/generated/torch.exp.html?highlight=torch+exp#torch.exp) | [paddle.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/exp_cn.html#exp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.exp.html) | +| 260 | [torch.stft](https://pytorch.org/docs/stable/generated/torch.stft.html?highlight=stft#torch.stft) | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.stft.html) | +| 261 | [torch.distributions.uniform.Uniform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.uniform.Uniform) | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.uniform.Uniform.html) | +| 262 | [torch.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.logcumsumexp.html#torch-logcumsumexp) | [paddle.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logcumsumexp.html) | +| 263 | [torch.optim.Adam](https://pytorch.org/docs/stable/generated/torch.optim.Adam.html) | [paddle.optimizer.Adam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adam_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adam.html) | +| 264 | [torch.nn.MaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool3d.html?highlight=maxpool3d#torch.nn.MaxPool3d) | [paddle.nn.MaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool3D_cn.html#maxpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool3d.html) | +| 265 | [torch.nn.SELU](https://pytorch.org/docs/stable/generated/torch.nn.SELU.html#torch.nn.SELU) | [paddle.nn.SELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SELU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SELU.html) | +| 266 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html#softmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.softmax.html) | +| 267 | [torch.ne](https://pytorch.org/docs/stable/generated/torch.ne.html?highlight=torch.ne#torch.ne) | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ne.html) | +| 268 | [torch.Tensor.symeig](https://pytorch.org/docs/stable/generated/torch.Tensor.symeig.html#torch.Tensor.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.symeig.html) | +| 269 | [torch.signal.windows.gaussian](https://pytorch.org/docs/stable/generated/torch.signal.windows.gaussian.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.gaussian.html) | +| 270 | [torch.linalg.pinv](https://pytorch.org/docs/stable/generated/torch.linalg.pinv.html#torch.linalg.pinv) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.pinv.html) | +| 271 | [torch.distributions.transforms.StickBreakingTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StickBreakingTransform) | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StickBreakingTransform.html) | +| 272 | [torch.nn.functional.log_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.log_softmax.html#torch.nn.functional.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.log_softmax.html) | +| 273 | [torch.Tensor.to](https://pytorch.org/docs/stable/generated/torch.Tensor.to.html#torch.Tensor.to) | [paddle.Tensor.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#to-args-kwargs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.to.html) | +| 274 | [torch.nn.parallel.DistributedDataParallel](https://pytorch.org/docs/stable/generated/torch.nn.parallel.DistributedDataParallel.html#torch.nn.parallel.DistributedDataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.parallel.DistributedDataParallel.html) | +| 275 | [torch.signal.windows.blackman](https://pytorch.org/docs/stable/generated/torch.signal.windows.blackman.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.blackman.html) | +| 276 | [torch.jit.ignore](https://pytorch.org/docs/stable/generated/torch.jit.ignore.html#torch-jit-ignore) | [paddle.jit.not\_to\_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/not_to_static_cn.html#not-to-static) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.ignore.html) | +| 277 | [torch.distributed.send](https://pytorch.org/docs/stable/distributed.html#torch.distributed.send) | [paddle.distributed.send](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/send_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.send.html) | +| 278 | [torch.fft.irfftn](https://pytorch.org/docs/stable/generated/torch.fft.irfftn.html?highlight=irfftn#torch.fft.irfftn) | [paddle.fft.irfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfftn.html) | +| 279 | [torch.fft.ihfft](https://pytorch.org/docs/stable/generated/torch.fft.ihfft.html?highlight=ihfft#torch.fft.ihfft) | [paddle.fft.ihfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfft.html) | +| 280 | [torch.renorm](https://pytorch.org/docs/stable/generated/torch.renorm.html#torch-renorm) | paddle.renorm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.renorm.html) | +| 281 | [torch.randn_like](https://pytorch.org/docs/stable/generated/torch.randn_like.html#torch.randn_like) | [paddle.randn_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_like_cn.html#randn_like) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randn_like.html) | +| 282 | [torch.distributed.rpc.shutdown](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.shutdown) | [paddle.distributed.rpc.shutdown](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/shutdown_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.rpc.shutdown.html) | +| 283 | [torch.optim.Adagrad](https://pytorch.org/docs/stable/generated/torch.optim.Adagrad.html) | [paddle.optimizer.Adagrad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adagrad_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adagrad.html) | +| 284 | [torch.nn.TransformerEncoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoderLayer.html#torch.nn.TransformerEncoderLayer) | [paddle.nn.TransformerEncoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoderLayer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerEncoderLayer.html) | +| 285 | [torch.log1p](https://pytorch.org/docs/stable/generated/torch.log1p.html?highlight=log1p#torch.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.log1p.html) | +| 286 | [torch.Tensor.exponential_](https://pytorch.org/docs/stable/generated/torch.Tensor.exponential_.html#torch.Tensor.exponential_) | [paddle.Tensor.exponential_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exponential-lam-1-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.exponential_.html) | +| 287 | [torch.special.gammaincc](https://pytorch.org/docs/stable/special.html#torch.special.gammaincc) | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaincc.html) | +| 288 | [torch.nn.SoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.SoftMarginLoss.html#torch.nn.SoftMarginLoss) | [paddle.nn.SoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SoftMarginLoss_cn.html#softmarginloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SoftMarginLoss.html) | +| 289 | [torch.jit.script](https://pytorch.org/docs/stable/generated/torch.jit.script.html#torch-jit-script) | [paddle.jit.to_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/to_static_cn.html#paddle.jit.to_static) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.script.html) | +| 290 | [torch.onnx.export](https://pytorch.org/docs/stable/onnx.html#torch.onnx.export) | [paddle.onnx.export](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/onnx/export_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.onnx.export.html) | +| 291 | [torch.load](https://pytorch.org/docs/stable/generated/torch.load.html?highlight=load#torch.load) | [paddle.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/load_cn.html#load) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.load.html) | +| 292 | [torch.nn.functional.elu](https://pytorch.org/docs/stable/generated/torch.nn.functional.elu.html#torch.nn.functional.elu) | [paddle.nn.functional.elu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/elu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.elu.html) | +| 293 | [torch.hann_window](https://pytorch.org/docs/stable/generated/torch.hann_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hann_window.html) | +| 294 | [torch.hub.download\_url\_to\_file](https://pytorch.org/docs/stable/hub.html?highlight=download#torch.hub.download_url_to_file) | [paddle.utils.download.get\_weights\_path\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/download/get_weights_path_from_url_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.download_url_to_file.html) | +| 295 | [torch.fft.fft2](https://pytorch.org/docs/stable/generated/torch.fft.fft2.html?highlight=fft2#torch.fft.fft2) | [paddle.fft.fft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fft2.html) | +| 296 | [torch.linalg.matrix_power](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_power.html?highlight=torch+linalg+matrix_power#torch.linalg.matrix_power) | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_power.html) | +| 297 | [torch.hub.load\_state\_dict\_from\_url](https://pytorch.org/docs/stable/hub.html#torch.hub.load_state_dict_from_url) | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load_state_dict_from_url.html) | +| 298 | [torch.fft.rfft2](https://pytorch.org/docs/stable/generated/torch.fft.rfft2.html) | [paddle.fft.rfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft2_cn.html#rfft2) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfft2.html) | +| 299 | [torch.fmin](https://pytorch.org/docs/stable/generated/torch.fmin.html#torch.fmin) | [paddle.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmin.html) | +| 300 | [torch.mode](https://pytorch.org/docs/stable/generated/torch.mode.html) | [paddle.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/mode_cn.html#mode) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mode.html) | +| 301 | [torch.distributions.exponential.Exponential](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exponential.Exponential.arg_constraints) | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exponential.Exponential.html) | +| 302 | [torch.distributions.multivariate_normal.MultivariateNormal](https://pytorch.org/docs/stable/distributions.html#multivariatenormal) | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multivariate_normal.MultivariateNormal.html) | +| 303 | [torch.addmm](https://pytorch.org/docs/stable/generated/torch.addmm.html?highlight=addmm#torch.addmm) | [paddle.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/addmm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.addmm.html) | +| 304 | [torch.Tensor.bernoulli_](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli_.html#torch.Tensor.bernoulli_) | [paddle.Tensor.bernoulli_](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/tensor.py) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.bernoulli_.html) | +| 305 | [torch.log10](https://pytorch.org/docs/stable/generated/torch.log10.html?highlight=log10#torch.log10) | [paddle.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log10_cn.html#log10) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.log10.html) | +| 306 | [torch.nn.modules.batchnorm._BatchNorm](https://pytorch.org/docs/stable/_modules/torch/nn/modules/batchnorm.html) | [paddle.nn.layer.norm._BatchNormBase](https://github.com/PaddlePaddle/Paddle/blob/b51d50bc9ee9eaa5cefa18507195b239e4513194/python/paddle/nn/layer/norm.py#L701) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.modules.batchnorm._BatchNorm.html) | +| 307 | [torch.Tensor.to\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_csr.html#torch-tensor-to-sparse-csr) | [paddle.Tensor.to\_sparse\_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.to_sparse_csr.html) | +| 308 | [torch.distributions.geometric.Geometric](https://pytorch.org/docs/stable/distributions.html#torch.distributions.geometric.Geometric) | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.geometric.Geometric.html) | +| 309 | [torch.special.logit](https://pytorch.org/docs/stable/special.html#torch.special.logit) | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.logit.html) | +| 310 | [torch.sgn](https://pytorch.org/docs/stable/generated/torch.sgn.html?highlight=torch+sgn#torch.sgn) | [paddle.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sgn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sgn.html) | +| 311 | [torchvision.transforms.functional.normalize](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.normalize.html) | [paddle.vision.transforms.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/normalize_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.transforms.functional.normalize.html) | +| 312 | [torch.distributions.transforms.ComposeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ComposeTransform) | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ComposeTransform.html) | +| 313 | [torch.special.i0](https://pytorch.org/docs/stable/special.html#torch.special.i0) | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0.html) | +| 314 | [torch.Tensor.multinomial](https://pytorch.org/docs/stable/generated/torch.Tensor.multinomial.html#torch.Tensor.multinomial) | paddle.Tensor.multinomial | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.multinomial.html) | +| 315 | [torch.nn.DataParallel](https://pytorch.org/docs/stable/generated/torch.nn.DataParallel.html?highlight=dataparallel#torch.nn.DataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.DataParallel.html) | +| 316 | [torch.nn.Module.register\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_hook) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.register_forward_hook.html) | +| 317 | [torch.hub.load](https://pytorch.org/docs/stable/hub.html?highlight=hub+load#torch.hub.load) | [paddle.hub.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load.html) | +| 318 | [torch.linalg.cond](https://pytorch.org/docs/stable/generated/torch.linalg.cond.html#torch.linalg.cond) | [paddle.linalg.cond](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/cond_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cond.html) | +| 319 | [torch.nn.functional.relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu.html#torch.nn.functional.relu) | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.relu.html) | +| 320 | [torch.nn.functional.hinge\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.hinge_embedding_loss.html#torch.nn.functional.hinge_embedding_loss) | [paddle.nn.functional.hinge\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hinge_embedding_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hinge_embedding_loss.html) | +| 321 | [torch.nn.TransformerDecoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoderLayer.html?highlight=transformerdecoderlayer#torch.nn.TransformerDecoderLayer) | [paddle.nn.TransformerDecoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoderLayer_cn.html#transformerdecoderlayer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerDecoderLayer.html) | +| 322 | [torch.tril_indices](https://pytorch.org/docs/stable/generated/torch.tril_indices.html?highlight=tril_indices#torch.tril_indices) | [paddle.tril_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_indices_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tril_indices.html) | +| 323 | [torch.nn.CELU](https://pytorch.org/docs/stable/generated/torch.nn.CELU.html#torch.nn.CELU) | [paddle.nn.CELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CELU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CELU.html) | +| 324 | [torch.distributions.transforms.AffineTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AffineTransform) | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AffineTransform.html) | +| 325 | [torch.signal.windows.cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.cosine.html) | +| 326 | [torch.optim.Rprop](https://pytorch.org/docs/stable/generated/torch.optim.Rprop.html) | [paddle.optimizer.Rprop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Rprop_cn.html#cn-api-paddle-optimizer-rprop) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Rprop.html) | +| 327 | [torch.multiprocessing.spawn](https://pytorch.org/docs/stable/multiprocessing.html#torch.multiprocessing.spawn) | [paddle.distributed.spawn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/spawn_cn.html#spawn) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.multiprocessing.spawn.html) | +| 328 | [torch.cholesky](https://pytorch.org/docs/stable/generated/torch.cholesky.html?highlight=cholesky#torch.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cholesky.html) | +| 329 | [torch.frac](https://pytorch.org/docs/stable/generated/torch.frac.html?highlight=frac#torch.frac) | [paddle.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frac_cn.html#frac) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.frac.html) | +| 330 | [torch.distributed.irecv](https://pytorch.org/docs/stable/distributed.html?highlight=send#torch.distributed.irecv) | [paddle.distributed.irecv](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/irecv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.irecv.html) | +| 331 | [torch.nn.MultiMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiMarginLoss) | [paddle.nn.MultiMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiMarginLoss.html) | +| 332 | [torch.nn.Dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout2d.html?highlight=dropout2d#torch.nn.Dropout2d) | [paddle.nn.Dropout2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout2D_cn.html#dropout2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout2d.html) | +| 333 | [torch.randperm](https://pytorch.org/docs/stable/generated/torch.randperm.html?highlight=rand#torch.randperm) | [paddle.randperm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randperm_cn.html#randperm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randperm.html) | +| 334 | [torch.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html?highlight=convert_sync_batchnorm#torch.nn.SyncBatchNorm.convert_sync_batchnorm) | [paddle.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#convert-sync-batchnorm-layer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SyncBatchNorm.convert_sync_batchnorm.html) | +| 335 | [torch.rad2deg](https://pytorch.org/docs/stable/generated/torch.rad2deg.html?highlight=torch+rad2deg#torch.rad2deg) | [paddle.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rad2deg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.rad2deg.html) | +| 336 | [torch.fft.ifftn](https://pytorch.org/docs/stable/generated/torch.fft.ifftn.html?highlight=ifftn#torch.fft.ifftn) | [paddle.fft.ifftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifftn.html) | +| 337 | [torch.frexp](https://pytorch.org/docs/stable/generated/torch.frexp.html?highlight=frexp#torch.frexp) | [paddle.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frexp_cn.html#frexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.frexp.html) | +| 338 | [torchvision.transforms.Normalize](https://pytorch.org/vision/main/generated/torchvision.transforms.Normalize.html) | [paddle.vision.transforms.Normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Normalize__upper_cn.html#normalize) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.transforms.Normalize.html) | +| 339 | [torch.distributions.independent.Independent](https://pytorch.org/docs/stable/distributions.html#torch.distributions.independent.Independent) | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.independent.Independent.html) | +| 340 | [torch.nn.AlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.AlphaDropout.html#torch.nn.AlphaDropout) | [paddle.nn.AlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AlphaDropout_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.AlphaDropout.html) | +| 341 | [torch.nn.functional.binary\_cross\_entropy\_with\_logits](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy_with_logits.html?highlight=binary_cross_entropy_with_logits#torch.nn.functional.binary_cross_entropy_with_logits) | [paddle.nn.functional.binary\_cross\_entropy\_with\_logits](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/binary_cross_entropy_with_logits_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.binary_cross_entropy_with_logits.html) | +| 342 | [torch.special.i1e](https://pytorch.org/docs/stable/special.html#torch.special.i1e) | [paddle.i1e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1e_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i1e.html) | +| 343 | [torch.nn.CTCLoss](https://pytorch.org/docs/stable/generated/torch.nn.CTCLoss.html#torch.nn.CTCLoss) | [paddle.nn.CTCLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CTCLoss_cn.html#ctcloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CTCLoss.html) | +| 344 | [torch.nn.functional.fractional\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool2d.html#torch-nn-functional-fractional-max-pool2d) | [paddle.nn.functional.fractional\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.fractional_max_pool2d.html) | +| 345 | [torch.tensordot](https://pytorch.org/docs/stable/generated/torch.tensordot.html?highlight=tensordot#torch.tensordot) | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tensordot.html) | +| 346 | [torch.linalg.matrix_rank](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_rank.html?highlight=matrix_rank#torch.linalg.matrix_rank) | [paddle.linalg.matrix_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_rank_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_rank.html) | +| 347 | [torch.nn.RReLU](https://pytorch.org/docs/stable/generated/torch.nn.RReLU.html#torch.nn.RReLU) | [paddle.nn.RReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/RReLU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RReLU.html) | +| 348 | [torch.special.digamma](https://pytorch.org/docs/stable/special.html#torch.special.digamma) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.digamma.html) | +| 349 | [torch.nn.L1Loss](https://pytorch.org/docs/stable/generated/torch.nn.L1Loss.html?highlight=l1loss#torch.nn.L1Loss) | [paddle.nn.L1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/L1Loss_cn.html#l1loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.L1Loss.html) | +| 350 | [torch.nn.ReLU](https://pytorch.org/docs/stable/generated/torch.nn.ReLU.html?highlight=relu#torch.nn.ReLU) | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU.html) | +| 351 | [torch.mvlgamma](https://pytorch.org/docs/stable/generated/torch.mvlgamma.html) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mvlgamma.html) | +| 352 | [torch.sinh](https://pytorch.org/docs/stable/generated/torch.sinh.html?highlight=sinh#torch.sinh) | [paddle.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinh_cn.html#sinh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sinh.html) | +| 353 | [torch.autograd.functional.jvp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jvp.html#torch.autograd.functional.jvp) | [paddle.incubate.autograd.jvp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/jvp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.jvp.html) | +| 354 | [torch.nn.functional.multi\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multi_margin_loss.html) | [paddle.nn.functional.multi\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_margin_loss_cn.html#multi-margin-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multi_margin_loss.html) | +| 355 | [torch.lcm](https://pytorch.org/docs/stable/generated/torch.lcm.html#torch-lcm) | [paddle.lcm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lcm_cn.html#lcm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lcm.html) | +| 356 | [torch.nn.PReLU](https://pytorch.org/docs/stable/generated/torch.nn.PReLU.html?highlight=prelu#torch.nn.PReLU) | [paddle.nn.PReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PReLU_cn.html#prelu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.PReLU.html) | +| 357 | [torch.optim.AdamW](https://pytorch.org/docs/stable/generated/torch.optim.AdamW.html) | [paddle.optimizer.AdamW](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/AdamW_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.AdamW.html) | +| 358 | [torch.nn.RNNBase](https://pytorch.org/docs/stable/generated/torch.nn.RNNBase.html#torch.nn.RNNBase) | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RNNBase.html) | +| 359 | [torch.nn.MarginRankingLoss](https://pytorch.org/docs/stable/generated/torch.nn.MarginRankingLoss.html#marginrankingloss) | [paddle.nn.MarginRankingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MarginRankingLoss_cn.html#marginrankingloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MarginRankingLoss.html) | +| 360 | [torch.diag](https://pytorch.org/docs/stable/generated/torch.diag.html?highlight=diag#torch.diag) | [paddle.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.diag.html) | +| 361 | [torch.reciprocal](https://pytorch.org/docs/stable/generated/torch.reciprocal.html?highlight=torch+reciprocal#torch.reciprocal) | [paddle.reciprocal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reciprocal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.reciprocal.html) | +| 362 | [torch.linalg.lu_factor](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor.html#torch.linalg.lu_factor) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.lu_factor.html) | +| 363 | [torch.distributions.poisson.Poisson](https://pytorch.org/docs/stable/distributions.html#poisson) | [paddle.distribution.Poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/Poisson_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.poisson.Poisson.html) | +| 364 | [torch.conj_physical](https://pytorch.org/docs/stable/generated/torch.conj_physical.html#torch.conj_physical) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.conj_physical.html) | +| 365 | [torch.heaviside](https://pytorch.org/docs/stable/generated/torch.heaviside.html#torch.heaviside) | [paddle.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/heaviside_cn.html#heaviside) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.heaviside.html) | +| 366 | [torch.nn.Threshold](https://pytorch.org/docs/stable/generated/torch.nn.Threshold.html#torch.nn.Threshold) | [paddle.nn.ThresholdedReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ThresholdedReLU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Threshold.html) | +| 367 | [torch.nn.functional.multilabel\_soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_soft_margin_loss.html) | [paddle.nn.functional.multi\_label\_soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_soft_margin_loss_cn.html#multi-label-soft-margin-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multilabel_soft_margin_loss.html) | +| 368 | [torch.Tensor.cauchy_](https://pytorch.org/docs/stable/generated/torch.Tensor.cauchy_.html) | [paddle.Tensor.cauchy_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.cauchy_.html) | +| 369 | [torch.sparse.softmax](https://pytorch.org/docs/stable/generated/torch.sparse.softmax.html#torch.sparse.softmax) | [paddle.sparse.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/nn/functional/softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sparse.softmax.html) | +| 370 | [torch.nn.functional.alpha_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.alpha_dropout.html) | +| 371 | [torch.nn.KLDivLoss](https://pytorch.org/docs/stable/generated/torch.nn.KLDivLoss.html?highlight=kldivloss#torch.nn.KLDivLoss) | [paddle.nn.KLDivLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/KLDivLoss_cn.html#kldivloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.KLDivLoss.html) | +| 372 | [torch.nn.MSELoss](https://pytorch.org/docs/stable/generated/torch.nn.MSELoss.html?highlight=mseloss#torch.nn.MSELoss) | [paddle.nn.MSELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MSELoss_cn.html#mseloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MSELoss.html) | +| 373 | [torch.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html?highlight=nanquantile#torch.nanquantile) | [paddle.nanquantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanquantile_cn.html#nanquantile) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanquantile.html) | +| 374 | [torch.nn.BCELoss](https://pytorch.org/docs/stable/generated/torch.nn.BCELoss.html?highlight=bceloss#torch.nn.BCELoss) | [paddle.nn.BCELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCELoss_cn.html#bceloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.BCELoss.html) | +| 375 | [torch.linalg.lu\_factor\_ex](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor_ex.html?highlight=lu_factor_ex#torch.linalg.lu_factor_ex) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.lu_factor_ex.html) | +| 376 | [torch.special.expm1](https://pytorch.org/docs/stable/special.html#torch.special.expm1) | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.expm1.html) | +| 377 | [torch.mm](https://pytorch.org/docs/stable/generated/torch.mm.html?highlight=torch+mm#torch.mm) | [paddle.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mm.html) | +| 378 | [torch.clone](https://pytorch.org/docs/stable/generated/torch.clone.html?highlight=clone#torch.clone) | [paddle.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clone_cn.html#clone) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clone.html) | +| 379 | [flash\_attn.flash\_attn\_interface.flash\_attn\_unpadded\_func](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/flash_attn_interface.py#L1050) | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_unpadded_func.html) | +| 380 | [torch.linalg.multi_dot](https://pytorch.org/docs/stable/generated/torch.linalg.multi_dot.html?highlight=torch+linalg+multi_dot#torch.linalg.multi_dot) | [paddle.linalg.multi_dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/multi_dot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.multi_dot.html) | +| 381 | [torch.nn.TripletMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginLoss.html#torch.nn.TripletMarginLoss) | [paddle.nn.TripletMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TripletMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TripletMarginLoss.html) | +| 382 | [torch.nn.functional.mse_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.mse_loss.html?highlight=mse_loss#torch.nn.functional.mse_loss) | [paddle.nn.functional.mse_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mse_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.mse_loss.html) | +| 383 | [transformers.PretrainedConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/configuration#transformers.PretrainedConfig) | [paddlenlp.transformers.PretrainedConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/57000fa12ce67024238f0b56a6fde63c592c54ce/paddlenlp/transformers/configuration_utils.py#L317) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.PretrainedConfig.html) | +| 384 | [torch.Tensor.stft](https://pytorch.org/docs/stable/generated/torch.Tensor.stft.html#torch.Tensor.stft) | [paddle.Tensor.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.stft.html) | +| 385 | [torch.nn.functional.soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.soft_margin_loss.html?highlight=soft_margin_loss#torch.nn.functional.soft_margin_loss) | [paddle.nn.functional.soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/soft_margin_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.soft_margin_loss.html) | +| 386 | [fairscale.nn.model_parallel.layers.ParallelEmbedding](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L152) | [paddle.distributed.fleet.meta_parallel.VocabParallelEmbedding](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L37) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.ParallelEmbedding.html) | +| 387 | [torch.linalg.eig](https://pytorch.org/docs/stable/generated/torch.linalg.eig.html?highlight=torch+linalg+eig#torch.linalg.eig) | [paddle.linalg.eig](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eig_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eig.html) | +| 388 | torch.clamp_max | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clamp_max.html) | +| 389 | [torch.special.gammainc](https://pytorch.org/docs/stable/special.html#torch.special.gammainc) | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammainc.html) | +| 390 | [torch.nn.FeatureAlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.FeatureAlphaDropout.html#torch.nn.FeatureAlphaDropout) | [paddle.nn.FeatureAlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/FeatureAlphaDropout_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FeatureAlphaDropout.html) | +| 391 | [torch.round](https://pytorch.org/docs/stable/generated/torch.round.html?highlight=round#torch.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/round_cn.html#round) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.round.html) | +| 392 | [torch.distributions.transforms.IndependentTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.IndependentTransform) | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.IndependentTransform.html) | +| 393 | [torch.distributions.distribution.Distribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution) | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.distribution.Distribution.html) | +| 394 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html?highlight=torch%20sub#torch.sub) | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sub.html) | +| 395 | [torch.nn.ReLU6](https://pytorch.org/docs/stable/generated/torch.nn.ReLU6.html#torch.nn.ReLU6) | [paddle.nn.ReLU6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU6_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU6.html) | +| 396 | [torch.column_stack](https://pytorch.org/docs/stable/generated/torch.column_stack.html#torch.column_stack) | [paddle.column_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/column_stack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.column_stack.html) | +| 397 | [torch.distributions.transforms.TanhTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.TanhTransform) | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.TanhTransform.html) | +| 398 | [torch.nn.HingeEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.HingeEmbeddingLoss.html#hingeembeddingloss) | [paddle.nn.HingeEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/HingeEmbeddingLoss_cn.html#hingeembeddingloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.HingeEmbeddingLoss.html) | +| 399 | [torch.optim.Adadelta](https://pytorch.org/docs/stable/generated/torch.optim.Adadelta.html) | [paddle.optimizer.Adadelta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adadelta_cn.html#cn-api-paddle-optimizer-adadelta) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adadelta.html) | +| 400 | [torch.nn.functional.interpolate](https://pytorch.org/docs/stable/generated/torch.nn.functional.interpolate.html#torch.nn.functional.interpolate) | [paddle.nn.functional.interpolate](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/interpolate_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.interpolate.html) | +| 401 | [torch.nn.Hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Hardsigmoid.html?highlight=hardsigmoid#torch.nn.Hardsigmoid) | [paddle.nn.Hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardsigmoid.html) | +| 402 | [torch.fft.rfftn](https://pytorch.org/docs/stable/generated/torch.fft.rfftn.html#torch-fft-rfftn) | [paddle.fft.rfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftn_cn.html#rfftn) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfftn.html) | +| 403 | [torch.meshgrid](https://pytorch.org/docs/stable/generated/torch.meshgrid.html?highlight=meshgrid#torch.meshgrid) | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.meshgrid.html) | +| 404 | [torch.nn.functional.threshold](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold.html#torch.nn.functional.threshold) | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.threshold.html) | +| 405 | [torch.nn.functional.dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout.html) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout.html) | +| 406 | [torch.nn.CrossEntropyLoss](https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html#torch.nn.CrossEntropyLoss) | [paddle.nn.CrossEntropyLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CrossEntropyLoss_cn.html#crossentropyloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CrossEntropyLoss.html) | +| 407 | [torch.linalg.eigh](https://pytorch.org/docs/stable/generated/torch.linalg.eigh.html#torch.linalg.eigh) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigh.html) | +| 408 | [torchvision.datasets.ImageFolder](https://pytorch.org/vision/main/generated/torchvision.datasets.ImageFolder.html) | [paddle.vision.datasets.ImageFolder](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/ImageFolder_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.datasets.ImageFolder.html) | +| 409 | [torch.symeig](https://pytorch.org/docs/stable/generated/torch.symeig.html?highlight=torch+symeig#torch.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html#eigh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.symeig.html) | +| 410 | [torch.nn.Dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout1d.html#torch.nn.Dropout1d) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout1d.html) | +| 411 | [torch.nn.MaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool2d.html?highlight=maxpool2d#torch.nn.MaxPool2d) | [paddle.nn.MaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool2D_cn.html#maxpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool2d.html) | +| 412 | [torch.nn.functional.dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout3d.html#torch.nn.functional.dropout3d) | [paddle.nn.functional.dropout3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout3d.html) | +| 413 | [torch.poisson](https://pytorch.org/docs/stable/generated/torch.poisson.html#torch.poisson) | [paddle.poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/poisson_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.poisson.html) | +| 414 | [torch.nn.MultiheadAttention](https://pytorch.org/docs/stable/generated/torch.nn.MultiheadAttention.html#torch.nn.MultiheadAttention) | [paddle.nn.MultiHeadAttention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiHeadAttention_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiheadAttention.html) | +| 415 | [torch.fft.ifft](https://pytorch.org/docs/stable/generated/torch.fft.ifft.html?highlight=ifft#torch.fft.ifft) | [paddle.fft.ifft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifft.html) | +| 416 | [torch.special.gammaln](https://pytorch.org/docs/stable/special.html#torch.special.gammaln) | [paddle.gammaln](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaln_cn.html#gammaln) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaln.html) | ### 7. 输入参数用法不一致 **分类简介** @@ -1436,75 +1436,75 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.nn.ConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose2d.html?highlight=convtranspose2d#torch.nn.ConvTranspose2d) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose2d.md) | -| 2 | [torch.nn.AvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool2d.html?highlight=avgpool2d#torch.nn.AvgPool2d) | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool2d.md) | -| 3 | [torch.nn.functional.batch_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.batch_norm.html#torch.nn.functional.batch_norm) | [paddle.nn.functional.batch_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/batch_norm_cn.html#batch-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.batch_norm.md) | -| 4 | [torchvision.datasets.Flowers102](https://pytorch.org/vision/main/generated/torchvision.datasets.Flowers102.html) | [paddle.vision.datasets.Flowers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Flowers_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.Flowers102.md) | -| 5 | [torch.nn.functional.avg_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool1d.html#torch.nn.functional.avg_pool1d) | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool1d.md) | -| 6 | [torch.nn.functional.avg_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool2d.html#torch.nn.functional.avg_pool2d) | [paddle.nn.functional.avg_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool2d_cn.html#avg-pool2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool2d.md) | -| 7 | [torch.nn.functional.instance_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.instance_norm.html#torch.nn.functional.instance_norm) | [paddle.nn.functional.instance_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/instance_norm_cn.html#instance-norm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.instance_norm.md) | -| 8 | [torch.atleast_1d](https://pytorch.org/docs/stable/generated/torch.atleast_1d.html#torch-atleast-1d) | [paddle.atleast_1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_1d_cn.html#atleast_1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_1d.md) | -| 9 | [torch.Tensor.split](https://pytorch.org/docs/stable/generated/torch.Tensor.split.html) | [paddle.Tensor.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#split-num-or-sections-axis-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.split.md) | -| 10 | [torchvision.ops.roi_align](https://pytorch.org/vision/main/generated/torchvision.ops.roi_align.html) | [paddle.vision.ops.roi_align](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_align_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_align.md) | -| 11 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.to.md) | -| 12 | [torch.nn.BatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm1d.html?highlight=torch%20nn%20batchnorm1d#torch.nn.BatchNorm1d) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm1d.md) | -| 13 | [torch.distributed.rpc.rpc_async](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_async) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.rpc.rpc_async.md) | -| 14 | [torch.slice_scatter](https://pytorch.org/docs/stable/generated/torch.slice_scatter.html#torch.slice_scatter) | [paddle.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/slice_scatter.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.slice_scatter.md) | -| 15 | [torch.nn.LSTM](https://pytorch.org/docs/stable/generated/torch.nn.LSTM.html?highlight=lstm#torch.nn.LSTM) | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.LSTM.md) | -| 16 | [torch.Tensor.svd](https://pytorch.org/docs/stable/generated/torch.Tensor.svd.html#torch.Tensor.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.svd.md) | -| 17 | [torch.distributed.broadcast](https://pytorch.org/docs/stable/distributed.html#torch.distributed.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.broadcast.md) | -| 18 | [torch.Tensor.tile](https://pytorch.org/docs/stable/generated/torch.Tensor.tile.html#torch.Tensor.tile) | [paddle.Tensor.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tile-repeat-times-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.tile.md) | -| 19 | [torchvision.datasets.CIFAR10](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR10.html) | [paddle.vision.datasets.Cifar10](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar10_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.CIFAR10.md) | -| 20 | [torchvision.datasets.CIFAR100](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR100.html) | [paddle.vision.datasets.Cifar100](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar100_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.CIFAR100.md) | -| 21 | [torch.nn.functional.bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.bilinear.html?highlight=bilinear#torch.nn.functional.bilinear) | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.bilinear.md) | -| 22 | [torch.Tensor.lstsq](https://pytorch.org/docs/1.9.0/generated/torch.Tensor.lstsq.html?highlight=torch%20tensor%20lstsq#torch.Tensor.lstsq) | paddle.Tensor.lstsq | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.lstsq.md) | -| 23 | [torch.nn.ConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose1d.html?highlight=convtranspose1d#torch.nn.ConvTranspose1d) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose1d.md) | -| 24 | [torch.Tensor.transpose_](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose_.html) | paddle.Tensor.transpose_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.transpose_.md) | -| 25 | [torchvision.ops.ps\_roi\_pool](https://pytorch.org/vision/main/generated/torchvision.ops.ps_roi_pool.html) | [paddle.vision.ops.psroi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/psroi_pool_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.ps_roi_pool.md) | -| 26 | [torch.distributed.all_reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_reduce) | [paddle.distributed.all_reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_reduce_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_reduce.md) | -| 27 | [torch.atleast_3d](https://pytorch.org/docs/stable/generated/torch.atleast_3d.html#torch-atleast-3d) | [paddle.atleast_3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_3d_cn.html#atleast_3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_3d.md) | -| 28 | [torch.nn.ConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose3d.html?highlight=convtranspose3d#torch.nn.ConvTranspose3d) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose3d.md) | -| 29 | [torch.nn.InstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm2d.html#torch.nn.InstanceNorm2d) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html#instancenorm2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.InstanceNorm2d.md) | -| 30 | [torch.distributed.rpc.rpc_sync](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_sync) | [paddle.distributed.rpc.rpc_sync](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_sync_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.rpc.rpc_sync.md) | -| 31 | [torch.nn.functional.avg_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool3d.html#torch.nn.functional.avg_pool3d) | [paddle.nn.functional.avg_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool3d_cn.html#avg-pool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool3d.md) | -| 32 | [torch.distributed.all\_gather\_object](https://pytorch.org/docs/stable/distributed.html?highlight=all_gather_object#torch.distributed.all_gather_object) | [paddle.distributed.all\_gather\_object](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/all_gather_object_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather_object.md) | -| 33 | [torch.nn.BatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.html?highlight=batchnorm2d#torch.nn.BatchNorm2d) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm2d.md) | -| 34 | [torch.distributed.all\_to\_all](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all) | [paddle.distributed.alltoall](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_to_all.md) | -| 35 | [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html#torch.nn.functional.gelu) | [paddle.nn.functional.gelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gelu_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.gelu.md) | -| 36 | [torch.nn.Module.xpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.xpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.xpu.md) | -| 37 | [torch.cuda.Stream](https://pytorch.org/docs/stable/generated/torch.cuda.Stream.html#torch.cuda.Stream) | [paddle.device.Stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/Stream_cn.html#stream) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.cuda.Stream__upper.md) | -| 38 | [torch.optim.Optimizer.zero_grad](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.html) | [paddle.optimizer.Optimizer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#clear-grad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.optim.Optimizer.zero_grad.md) | -| 39 | [torch.set\_rng\_state](https://pytorch.org/docs/stable/generated/torch.set_rng_state.html#torch.set_rng_state) | paddle.set_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.set_rng_state.md) | -| 40 | [torch.nn.AvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool3d.html?highlight=avgpool3d#torch.nn.AvgPool3d) | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool3d.md) | -| 41 | [torch.sparse.FloatTensor](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.sparse.FloatTensor.md) | -| 42 | [torch.utils.data.TensorDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.TensorDataset) | [paddle.io.TensorDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/TensorDataset_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.utils.data.TensorDataset.md) | -| 43 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | [paddle.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/split_cn.html#split) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.split.md) | -| 44 | [torch.sparse\_coo\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_coo_tensor.html?highlight=torch+sparse_coo_tensor#torch.sparse_coo_tensor) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.sparse_coo_tensor.md) | -| 45 | [torch.nn.AvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool1d.html?highlight=avgpool1d#torch.nn.AvgPool1d) | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool1d.md) | -| 46 | [torchvision.datasets.MNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.MNIST.html) | [paddle.vision.datasets.MNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/MNIST_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.MNIST.md) | -| 47 | [torch.distributed.all\_gather\_into\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather_into_tensor) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html#all-gather) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather_into_tensor.md) | -| 48 | [torchvision.datasets.VOCDetection](https://pytorch.org/vision/main/generated/torchvision.datasets.VOCDetection.html) | [paddle.vision.datasets.VOC2012](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/VOC2012_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.VOCDetection.md) | -| 49 | [torch.Tensor.set_](https://pytorch.org/docs/stable/generated/torch.Tensor.set_.html) | [paddle.Tensor.set_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#set-source-none-shape-none-stride-none-offset-0-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.set_.md) | -| 50 | [torch.nn.RNN](https://pytorch.org/docs/stable/generated/torch.nn.RNN.html#torch.nn.RNN) | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.RNN.md) | -| 51 | [torch.distributed.scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter) | [paddle.distributed.scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.scatter.md) | -| 52 | [torch.distributed.gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.gather) | [paddle.distributed.gather](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/distributed/communication/gather.py#L20C71-L20C71) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.gather.md) | -| 53 | [torchvision.ops.roi_pool](https://pytorch.org/vision/main/generated/torchvision.ops.roi_pool.html) | [paddle.vision.ops.roi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_pool_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_pool.md) | -| 54 | [torch.nn.Linear](https://pytorch.org/docs/stable/generated/torch.nn.Linear.html?highlight=linear#torch.nn.Linear) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Linear.md) | -| 55 | [torch.distributed.optim.DistributedOptimizer](https://pytorch.org/docs/stable/distributed.optim.html) | [paddle.distributed.fleet.distributed_optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/fleet/Fleet_cn.html#cn-api-paddle-distributed-fleet-fleet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.optim.DistributedOptimizer.md) | -| 56 | [torch.nn.SyncBatchNorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html#torch.nn.SyncBatchNorm) | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.SyncBatchNorm.md) | -| 57 | [torch.rand](https://pytorch.org/docs/stable/generated/torch.rand.html?highlight=rand#torch.rand) | [paddle.rand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rand_cn.html#rand) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.rand.md) | -| 58 | [torch.Tensor.where](https://pytorch.org/docs/stable/generated/torch.Tensor.where.html#torch.Tensor.where) | [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/where_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.where.md) | -| 59 | [torchvision.datasets.FashionMNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.FashionMNIST.html) | [paddle.vision.datasets.FashionMNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/FashionMNIST_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.FashionMNIST.md) | -| 60 | [torch.nn.InstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm1d.html#torch.nn.InstanceNorm1d) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.InstanceNorm1d.md) | -| 61 | [torch.distributed.reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce) | [paddle.distributed.reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.reduce.md) | -| 62 | [torch.nn.BatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm3d.html?highlight=torch%20nn%20batchnorm3d#torch.nn.BatchNorm3d) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm3d.md) | -| 63 | [torch.distributed.all\_to\_all\_single](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all_single) | [paddle.distributed.alltoall_single](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_single_cn.html#alltoall-single) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_to_all_single.md) | -| 64 | [torch.nn.Module.zero_grad](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.zero_grad) | [paddle.nn.Layer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#clear-gradients) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.zero_grad.md) | -| 65 | [torch.nn.GRU](https://pytorch.org/docs/stable/generated/torch.nn.GRU.html?highlight=torch%20nn%20gru#torch.nn.GRU) | [paddle.nn.GRU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRU_cn.html#gru) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.GRU.md) | -| 66 | [torch.distributed.all_gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather.md) | -| 67 | [torch.atleast_2d](https://pytorch.org/docs/stable/generated/torch.atleast_2d.html#torch-atleast-2d) | [paddle.atleast_2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_2d_cn.html#atleast_2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_2d.md) | -| 68 | [torch.distributed.reduce_scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.reduce_scatter.md) | -| 69 | [torch.nn.functional.linear](https://pytorch.org/docs/stable/generated/torch.nn.functional.linear.html?highlight=linear#torch.nn.functional.linear) | [paddle.nn.functional.linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/linear_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.linear.md) | +| 1 | [torch.nn.ConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose2d.html?highlight=convtranspose2d#torch.nn.ConvTranspose2d) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose2d.html) | +| 2 | [torch.nn.AvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool2d.html?highlight=avgpool2d#torch.nn.AvgPool2d) | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool2d.html) | +| 3 | [torch.nn.functional.batch_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.batch_norm.html#torch.nn.functional.batch_norm) | [paddle.nn.functional.batch_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/batch_norm_cn.html#batch-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.batch_norm.html) | +| 4 | [torchvision.datasets.Flowers102](https://pytorch.org/vision/main/generated/torchvision.datasets.Flowers102.html) | [paddle.vision.datasets.Flowers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Flowers_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.Flowers102.html) | +| 5 | [torch.nn.functional.avg_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool1d.html#torch.nn.functional.avg_pool1d) | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool1d.html) | +| 6 | [torch.nn.functional.avg_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool2d.html#torch.nn.functional.avg_pool2d) | [paddle.nn.functional.avg_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool2d_cn.html#avg-pool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool2d.html) | +| 7 | [torch.nn.functional.instance_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.instance_norm.html#torch.nn.functional.instance_norm) | [paddle.nn.functional.instance_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/instance_norm_cn.html#instance-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.instance_norm.html) | +| 8 | [torch.atleast_1d](https://pytorch.org/docs/stable/generated/torch.atleast_1d.html#torch-atleast-1d) | [paddle.atleast_1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_1d_cn.html#atleast_1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_1d.html) | +| 9 | [torch.Tensor.split](https://pytorch.org/docs/stable/generated/torch.Tensor.split.html) | [paddle.Tensor.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#split-num-or-sections-axis-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.split.html) | +| 10 | [torchvision.ops.roi_align](https://pytorch.org/vision/main/generated/torchvision.ops.roi_align.html) | [paddle.vision.ops.roi_align](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_align_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_align.html) | +| 11 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.to.html) | +| 12 | [torch.nn.BatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm1d.html?highlight=torch%20nn%20batchnorm1d#torch.nn.BatchNorm1d) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm1d.html) | +| 13 | [torch.distributed.rpc.rpc_async](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_async) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.rpc.rpc_async.html) | +| 14 | [torch.slice_scatter](https://pytorch.org/docs/stable/generated/torch.slice_scatter.html#torch.slice_scatter) | [paddle.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/slice_scatter.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.slice_scatter.html) | +| 15 | [torch.nn.LSTM](https://pytorch.org/docs/stable/generated/torch.nn.LSTM.html?highlight=lstm#torch.nn.LSTM) | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.LSTM.html) | +| 16 | [torch.Tensor.svd](https://pytorch.org/docs/stable/generated/torch.Tensor.svd.html#torch.Tensor.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.svd.html) | +| 17 | [torch.distributed.broadcast](https://pytorch.org/docs/stable/distributed.html#torch.distributed.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.broadcast.html) | +| 18 | [torch.Tensor.tile](https://pytorch.org/docs/stable/generated/torch.Tensor.tile.html#torch.Tensor.tile) | [paddle.Tensor.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tile-repeat-times-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.tile.html) | +| 19 | [torchvision.datasets.CIFAR10](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR10.html) | [paddle.vision.datasets.Cifar10](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar10_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.CIFAR10.html) | +| 20 | [torchvision.datasets.CIFAR100](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR100.html) | [paddle.vision.datasets.Cifar100](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar100_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.CIFAR100.html) | +| 21 | [torch.nn.functional.bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.bilinear.html?highlight=bilinear#torch.nn.functional.bilinear) | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.bilinear.html) | +| 22 | [torch.Tensor.lstsq](https://pytorch.org/docs/1.9.0/generated/torch.Tensor.lstsq.html?highlight=torch%20tensor%20lstsq#torch.Tensor.lstsq) | paddle.Tensor.lstsq | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.lstsq.html) | +| 23 | [torch.nn.ConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose1d.html?highlight=convtranspose1d#torch.nn.ConvTranspose1d) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose1d.html) | +| 24 | [torch.Tensor.transpose_](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose_.html) | paddle.Tensor.transpose_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.transpose_.html) | +| 25 | [torchvision.ops.ps\_roi\_pool](https://pytorch.org/vision/main/generated/torchvision.ops.ps_roi_pool.html) | [paddle.vision.ops.psroi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/psroi_pool_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.ps_roi_pool.html) | +| 26 | [torch.distributed.all_reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_reduce) | [paddle.distributed.all_reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_reduce_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_reduce.html) | +| 27 | [torch.atleast_3d](https://pytorch.org/docs/stable/generated/torch.atleast_3d.html#torch-atleast-3d) | [paddle.atleast_3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_3d_cn.html#atleast_3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_3d.html) | +| 28 | [torch.nn.ConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose3d.html?highlight=convtranspose3d#torch.nn.ConvTranspose3d) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose3d.html) | +| 29 | [torch.nn.InstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm2d.html#torch.nn.InstanceNorm2d) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html#instancenorm2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.InstanceNorm2d.html) | +| 30 | [torch.distributed.rpc.rpc_sync](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_sync) | [paddle.distributed.rpc.rpc_sync](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_sync_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.rpc.rpc_sync.html) | +| 31 | [torch.nn.functional.avg_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool3d.html#torch.nn.functional.avg_pool3d) | [paddle.nn.functional.avg_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool3d_cn.html#avg-pool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool3d.html) | +| 32 | [torch.distributed.all\_gather\_object](https://pytorch.org/docs/stable/distributed.html?highlight=all_gather_object#torch.distributed.all_gather_object) | [paddle.distributed.all\_gather\_object](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/all_gather_object_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather_object.html) | +| 33 | [torch.nn.BatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.html?highlight=batchnorm2d#torch.nn.BatchNorm2d) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm2d.html) | +| 34 | [torch.distributed.all\_to\_all](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all) | [paddle.distributed.alltoall](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_to_all.html) | +| 35 | [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html#torch.nn.functional.gelu) | [paddle.nn.functional.gelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.gelu.html) | +| 36 | [torch.nn.Module.xpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.xpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.xpu.html) | +| 37 | [torch.cuda.Stream](https://pytorch.org/docs/stable/generated/torch.cuda.Stream.html#torch.cuda.Stream) | [paddle.device.Stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/Stream_cn.html#stream) | - | +| 38 | [torch.optim.Optimizer.zero_grad](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.html) | [paddle.optimizer.Optimizer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#clear-grad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.optim.Optimizer.zero_grad.html) | +| 39 | [torch.set\_rng\_state](https://pytorch.org/docs/stable/generated/torch.set_rng_state.html#torch.set_rng_state) | paddle.set_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.set_rng_state.html) | +| 40 | [torch.nn.AvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool3d.html?highlight=avgpool3d#torch.nn.AvgPool3d) | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool3d.html) | +| 41 | [torch.sparse.FloatTensor](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.sparse.FloatTensor.html) | +| 42 | [torch.utils.data.TensorDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.TensorDataset) | [paddle.io.TensorDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/TensorDataset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.utils.data.TensorDataset.html) | +| 43 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | [paddle.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/split_cn.html#split) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.split.html) | +| 44 | [torch.sparse\_coo\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_coo_tensor.html?highlight=torch+sparse_coo_tensor#torch.sparse_coo_tensor) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.sparse_coo_tensor.html) | +| 45 | [torch.nn.AvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool1d.html?highlight=avgpool1d#torch.nn.AvgPool1d) | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool1d.html) | +| 46 | [torchvision.datasets.MNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.MNIST.html) | [paddle.vision.datasets.MNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/MNIST_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.MNIST.html) | +| 47 | [torch.distributed.all\_gather\_into\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather_into_tensor) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html#all-gather) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather_into_tensor.html) | +| 48 | [torchvision.datasets.VOCDetection](https://pytorch.org/vision/main/generated/torchvision.datasets.VOCDetection.html) | [paddle.vision.datasets.VOC2012](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/VOC2012_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.VOCDetection.html) | +| 49 | [torch.Tensor.set_](https://pytorch.org/docs/stable/generated/torch.Tensor.set_.html) | [paddle.Tensor.set_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#set-source-none-shape-none-stride-none-offset-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.set_.html) | +| 50 | [torch.nn.RNN](https://pytorch.org/docs/stable/generated/torch.nn.RNN.html#torch.nn.RNN) | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.RNN.html) | +| 51 | [torch.distributed.scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter) | [paddle.distributed.scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.scatter.html) | +| 52 | [torch.distributed.gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.gather) | [paddle.distributed.gather](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/distributed/communication/gather.py#L20C71-L20C71) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.gather.html) | +| 53 | [torchvision.ops.roi_pool](https://pytorch.org/vision/main/generated/torchvision.ops.roi_pool.html) | [paddle.vision.ops.roi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_pool_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_pool.html) | +| 54 | [torch.nn.Linear](https://pytorch.org/docs/stable/generated/torch.nn.Linear.html?highlight=linear#torch.nn.Linear) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Linear.html) | +| 55 | [torch.distributed.optim.DistributedOptimizer](https://pytorch.org/docs/stable/distributed.optim.html) | [paddle.distributed.fleet.distributed_optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/fleet/Fleet_cn.html#cn-api-paddle-distributed-fleet-fleet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.optim.DistributedOptimizer.html) | +| 56 | [torch.nn.SyncBatchNorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html#torch.nn.SyncBatchNorm) | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.SyncBatchNorm.html) | +| 57 | [torch.rand](https://pytorch.org/docs/stable/generated/torch.rand.html?highlight=rand#torch.rand) | [paddle.rand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rand_cn.html#rand) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.rand.html) | +| 58 | [torch.Tensor.where](https://pytorch.org/docs/stable/generated/torch.Tensor.where.html#torch.Tensor.where) | [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/where_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.where.html) | +| 59 | [torchvision.datasets.FashionMNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.FashionMNIST.html) | [paddle.vision.datasets.FashionMNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/FashionMNIST_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.FashionMNIST.html) | +| 60 | [torch.nn.InstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm1d.html#torch.nn.InstanceNorm1d) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.InstanceNorm1d.html) | +| 61 | [torch.distributed.reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce) | [paddle.distributed.reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.reduce.html) | +| 62 | [torch.nn.BatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm3d.html?highlight=torch%20nn%20batchnorm3d#torch.nn.BatchNorm3d) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm3d.html) | +| 63 | [torch.distributed.all\_to\_all\_single](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all_single) | [paddle.distributed.alltoall_single](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_single_cn.html#alltoall-single) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_to_all_single.html) | +| 64 | [torch.nn.Module.zero_grad](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.zero_grad) | [paddle.nn.Layer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#clear-gradients) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.zero_grad.html) | +| 65 | [torch.nn.GRU](https://pytorch.org/docs/stable/generated/torch.nn.GRU.html?highlight=torch%20nn%20gru#torch.nn.GRU) | [paddle.nn.GRU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRU_cn.html#gru) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.GRU.html) | +| 66 | [torch.distributed.all_gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather.html) | +| 67 | [torch.atleast_2d](https://pytorch.org/docs/stable/generated/torch.atleast_2d.html#torch-atleast-2d) | [paddle.atleast_2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_2d_cn.html#atleast_2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_2d.html) | +| 68 | [torch.distributed.reduce_scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.reduce_scatter.html) | +| 69 | [torch.nn.functional.linear](https://pytorch.org/docs/stable/generated/torch.nn.functional.linear.html?highlight=linear#torch.nn.functional.linear) | [paddle.nn.functional.linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/linear_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.linear.html) | ### 8. 输入参数类型不一致 **分类简介** @@ -1516,93 +1516,93 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.Tensor.cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.cuda.html#torch.Tensor.cuda) | [paddle.Tensor.cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cuda-device-id-none-blocking-false) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.cuda.md) | -| 2 | [torch.set\_default\_device](https://pytorch.org/docs/stable/generated/torch.set_default_device.html#torch-set-default-device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.set_default_device.md) | -| 3 | [torchvision.models.resnet50](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet50.html) | [paddle.vision.models.resnet50](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet50_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet50.md) | -| 4 | [torch.Tensor.remainder_](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder_.html?highlight=torch+tensor+remainder_#torch.Tensor.remainder_) | [paddle.Tensor.remainder_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.remainder_.md) | -| 5 | [torchvision.models.resnext101_64x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext101_64x4d.html) | [paddle.vision.models.resnext101_64x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext101_64x4d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnext101_64x4d.md) | -| 6 | [torch.cuda.device](https://pytorch.org/docs/stable/generated/torch.cuda.device.html#torch.cuda.device) | [paddle.device.\_convert\_to\_place](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/device/__init__.py#L174) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.device.md) | -| 7 | [torchvision.transforms.functional.rotate](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.rotate.html) | [paddle.vision.transforms.rotate](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/rotate_cn.html#cn-api-paddle-vision-transforms-rotate) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.rotate.md) | -| 8 | [torch.Tensor.remainder](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder.html?highlight=torch+tensor+remainder#torch.Tensor.remainder) | [paddle.Tensor.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#remainder-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.remainder.md) | -| 9 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le.md) | -| 10 | [torch.Tensor.floor_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide.html?highlight=floor_divide#torch.Tensor.floor_divide) | [paddle.Tensor.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#floor-divide-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.floor_divide.md) | -| 11 | [torch.nn.ReflectionPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad3d.html?highlight=pad#torch.nn.ReflectionPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad3d.md) | -| 12 | [torchvision.models.squeezenet1_1](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_1.html) | [paddle.vision.models.squeezenet1_1](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_1_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.squeezenet1_1.md) | -| 13 | [torchvision.transforms.functional.resize](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.resize.html) | [paddle.vision.transforms.resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/resize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transform.functional.resize.md) | -| 14 | [torch.nn.Module.type](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.type) | [paddle.nn.Layer.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#astype-dtype-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.Module.type.md) | -| 15 | [torchvision.models.densenet161](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet161.html) | [paddle.vision.models.densenet161](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet161_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet161.md) | -| 16 | [torch.cuda.synchronize](https://pytorch.org/docs/stable/generated/torch.cuda.synchronize.html#torch.cuda.synchronize) | [paddle.device.synchronize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/synchronize_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.synchronize.md) | -| 17 | [torchvision.models.shufflenet\_v2\_x2\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x2_0.html) | [paddle.vision.models.shufflenet\_v2\_x2\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x2_0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x2_0.md) | -| 18 | [torchvision.models.inception_v3](https://pytorch.org/vision/main/models/generated/torchvision.models.inception_v3.html) | [paddle.vision.models.inception_v3](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/inception_v3_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.inception_v3.md) | -| 19 | [torch.Tensor.copysign](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign.html#torch.Tensor.copysign) | paddle.Tensor.copysign | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign.md) | -| 20 | [torch.Tensor.copysign_](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign_.html#torch.Tensor.copysign_) | paddle.Tensor.copysign_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign_.md) | -| 21 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_device_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.set_device.md) | -| 22 | [torchvision.transforms.functional.affine](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.affine.html) | [paddle.vision.transforms.affine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/affine_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.affine.md) | -| 23 | [torchvision.models.alexnet](https://pytorch.org/vision/stable/models/generated/torchvision.models.alexnet.html) | [paddle.vision.models.alexnet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/alexnet_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.alexnet.md) | -| 24 | [torch.cartesian_prod](https://pytorch.org/docs/stable/generated/torch.cartesian_prod.html#torch-cartesian-prod) | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cartesian_prod.md) | -| 25 | [torch.broadcast_tensors](https://pytorch.org/docs/stable/generated/torch.broadcast_tensors.html?highlight=broadcast_tensors#torch.broadcast_tensors) | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.broadcast_tensors.md) | -| 26 | [torchvision.models.vgg16_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16_bn.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg16_bn.md) | -| 27 | [torchvision.models.shufflenet\_v2\_x0\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x0_5.html) | [paddle.vision.models.shufflenet\_v2\_x0\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x0_5_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x0_5.md) | -| 28 | [torch.Tensor.le_](https://pytorch.org/docs/stable/generated/torch.Tensor.le_.html) | paddle.Tensor.less_equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le_.md) | -| 29 | [torchvision.models.densenet169](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet169.html) | [paddle.vision.models.densenet169](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet169_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet169.md) | -| 30 | [torchvision.models.resnet18](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet18.html) | [paddle.vision.models.resnet18](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet18_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet18.md) | -| 31 | [torchvision.transforms.RandomRotation](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomRotation.html) | [paddle.vision.transforms.RandomRotation](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomRotation_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomRotation.md) | -| 32 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge.md) | -| 33 | [torch.Tensor.gt_](https://pytorch.org/docs/stable/generated/torch.Tensor.gt_.html) | paddle.Tensor.greater_than_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt_.md) | -| 34 | [torchvision.models.mobilenet\_v3\_small](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_small.html) | [paddle.vision.models.mobilenet\_v3\_small](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_small_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v3_small.md) | -| 35 | [torchvision.models.vgg11_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11_bn.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg11_bn.md) | -| 36 | [torchvision.transforms.RandomAffine](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomAffine.html) | [paddle.vision.transforms.RandomAffine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomAffine_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomAffine.md) | -| 37 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne.md) | -| 38 | [torchvision.models.vgg16](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg16.md) | -| 39 | [torch.Tensor.qr](https://pytorch.org/docs/stable/generated/torch.Tensor.qr.html?highlight=torch+tensor+qr#torch.Tensor.qr) | [paddle.Tensor.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.qr.md) | -| 40 | [torchvision.models.squeezenet1_0](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_0.html) | [paddle.vision.models.squeezenet1_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.squeezenet1_0.md) | -| 41 | [torchvision.transforms.RandomResizedCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomResizedCrop.html) | [paddle.vision.transforms.RandomResizedCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomResizedCrop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomResizedCrop.md) | -| 42 | [torch.nn.ReplicationPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad1d.html?highlight=pad#torch.nn.ReplicationPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad1d.md) | -| 43 | [torch.Tensor.floor\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide_.html) | paddle.Tensor.floor_divide_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.floor_divide_.md) | -| 44 | [torchvision.transforms.functional.perspective](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.perspective.html#perspective) | [paddle.vision.transforms.perspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/perspective_cn.html#cn-api-paddle-vision-transforms-perspective) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.perspective.md) | -| 45 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream) | [paddle.device.current_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/current_stream_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.current_stream.md) | -| 46 | [torchvision.io.decode_jpeg](https://pytorch.org/vision/main/generated/torchvision.io.decode_jpeg.html) | [paddle.vision.ops.decode_jpeg](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/decode_jpeg_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.io.decode_jpeg.md) | -| 47 | [torchvision.models.vgg19](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg19.md) | -| 48 | [torchvision.models.wide\_resnet101\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet101_2.html) | [paddle.vision.models.wide\_resnet101\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet101_2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.wide_resnet101_2.md) | -| 49 | [torch.block_diag](https://pytorch.org/docs/stable/generated/torch.block_diag.html#torch-block-diag) | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.block_diag.md) | -| 50 | [torch.le](https://pytorch.org/docs/stable/generated/torch.le.html) | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.le.md) | -| 51 | [torch.cuda.get\_device\_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties) | [paddle.device.cuda.get\_device\_properties](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_properties_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.get_device_properties.md) | -| 52 | [torchvision.models.shufflenet\_v2\_x1\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_5.html) | [paddle.vision.models.shufflenet\_v2\_x1\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_5_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x1_5.md) | -| 53 | [torch.nn.ReflectionPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad1d.html?highlight=pad#torch.nn.ReflectionPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad1d.md) | -| 54 | [torchvision.transforms.Resize](https://pytorch.org/vision/stable/generated/torchvision.transforms.Resize.html#torchvision.transforms.Resize) | [paddle.vision.transforms.Resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Resize__upper_cn.html#resize) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.Resize.md) | -| 55 | [torch.linalg.lu_solve](https://pytorch.org/docs/stable/generated/torch.linalg.lu_solve.html#torch.linalg.lu_solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.linalg.lu_solve.md) | -| 56 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt.md) | -| 57 | [torchvision.models.vgg13_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13_bn.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg13_bn.md) | -| 58 | [torch.Tensor.fmod_](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod_.html#torch.Tensor.fmod_) | paddle.Tensor.mod_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.fmod_.md) | -| 59 | [torchvision.models.densenet201](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet201.html) | [paddle.vision.models.densenet201](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet201_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet201.md) | -| 60 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt.md) | -| 61 | [torch.Tensor.slice_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.slice_scatter.html#torch-tensor-slice-scatter) | [paddle.Tensor.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#slice_scatter-value-axes-starts-ends-strides-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.slice_scatter.md) | -| 62 | [torchvision.models.shufflenet\_v2\_x1\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_0.html) | [paddle.vision.models.shufflenet\_v2\_x1\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_0_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x1_0.md) | -| 63 | [torch.Tensor.ge_](https://pytorch.org/docs/stable/ge_nerated/torch.Tensor.ge_.html) | paddle.Tensor.greater_equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge_.md) | -| 64 | [torchvision.models.resnet101](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet101.html) | [paddle.vision.models.resnet101](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet101_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet101.md) | -| 65 | [torch.nn.ReplicationPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad2d.html?highlight=pad#torch.nn.ReplicationPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad2d.md) | -| 66 | [torchvision.models.vgg13](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg13.md) | -| 67 | [torchvision.transforms.RandomPerspective](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomPerspective.html?highlight=randomperspective#torchvision.transforms.RandomPerspective) | [paddle.vision.transforms.RandomPerspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomPerspective_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomPerspective.md) | -| 68 | [torch.set\_default\_tensor\_type](https://pytorch.org/docs/stable/generated/torch.set_default_tensor_type.html) | [paddle.set\_default\_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html#set-default-dtype) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.set_default_tensor_type.md) | -| 69 | [torch.Tensor.fmod](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod.html#torch.Tensor.fmod) | [paddle.Tensor.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mod-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.fmod.md) | -| 70 | [torch.Tensor.lt_](https://pytorch.org/docs/stable/generated/torch.Tensor.lt_.html) | paddle.Tensor.less_than_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt_.md) | -| 71 | [torchvision.models.vgg11](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg11.md) | -| 72 | [torchvision.models.vgg19_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19_bn.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg19_bn.md) | -| 73 | [torch.nn.ReplicationPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad3d.html?highlight=pad#torch.nn.ReplicationPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad3d.md) | -| 74 | [torchvision.models.resnet34](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet34.html) | [paddle.vision.models.resnet34](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet34_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet34.md) | -| 75 | [torch.nn.ReflectionPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad2d.html?highlight=pad#torch.nn.ReflectionPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad2d.md) | -| 76 | [torchvision.models.wide\_resnet50\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet50_2.html) | [paddle.vision.models.wide\_resnet50\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet50_2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.wide_resnet50_2.md) | -| 77 | [torchvision.models.googlenet](https://pytorch.org/vision/main/models/generated/torchvision.models.googlenet.html) | [paddle.vision.models.googlenet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/googlenet_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.googlenet.md) | -| 78 | [torchvision.models.resnext50_32x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext50_32x4d.html) | [paddle.vision.models.resnext50_32x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext50_32x4d_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnext50_32x4d.md) | -| 79 | [torchvision.models.resnet152](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet152.html) | [paddle.vision.models.resnet152](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet152_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet152.md) | -| 80 | [torchvision.models.mobilenet\_v3\_large](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_large.html) | [paddle.vision.models.mobilenet\_v3\_large](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_large_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v3_large.md) | -| 81 | [torch.Tensor.eq_](https://pytorch.org/docs/stable/generated/torch.Tensor.eq_.html) | paddle.Tensor.equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.eq_.md) | -| 82 | [torch.cpu.set_device](https://pytorch.org/docs/stable/generated/torch.cpu.set_device.html) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cpu.set_device.md) | -| 83 | [torch.distributed.reduce\_scatter\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter_tensor) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.distributed.reduce_scatter_tensor.md) | -| 84 | [torchvision.models.mobilenet_v2](https://pytorch.org/vision/stable/models/generated/torchvision.models.mobilenet_v2.html) | [paddle.vision.models.mobilenet_v2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v2_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v2.md) | -| 85 | [torchvision.models.densenet121](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet121.html) | [paddle.vision.models.densenet121](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet121_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet121.md) | -| 86 | [torch.Tensor.ne_](https://pytorch.org/docs/stable/generated/torch.Tensor.ne_.html) | paddle.Tensor.not_equal_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne_.md) | -| 87 | [torch.cuda.set\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state_all.html#torch.cuda.set_rng_state_all) | paddle.set_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.set_rng_state_all.md) | +| 1 | [torch.Tensor.cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.cuda.html#torch.Tensor.cuda) | [paddle.Tensor.cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cuda-device-id-none-blocking-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.cuda.html) | +| 2 | [torch.set\_default\_device](https://pytorch.org/docs/stable/generated/torch.set_default_device.html#torch-set-default-device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.set_default_device.html) | +| 3 | [torchvision.models.resnet50](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet50.html) | [paddle.vision.models.resnet50](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet50_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet50.html) | +| 4 | [torch.Tensor.remainder_](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder_.html?highlight=torch+tensor+remainder_#torch.Tensor.remainder_) | [paddle.Tensor.remainder_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.remainder_.html) | +| 5 | [torchvision.models.resnext101_64x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext101_64x4d.html) | [paddle.vision.models.resnext101_64x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext101_64x4d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnext101_64x4d.html) | +| 6 | [torch.cuda.device](https://pytorch.org/docs/stable/generated/torch.cuda.device.html#torch.cuda.device) | [paddle.device.\_convert\_to\_place](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/device/__init__.py#L174) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.device.html) | +| 7 | [torchvision.transforms.functional.rotate](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.rotate.html) | [paddle.vision.transforms.rotate](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/rotate_cn.html#cn-api-paddle-vision-transforms-rotate) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.rotate.html) | +| 8 | [torch.Tensor.remainder](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder.html?highlight=torch+tensor+remainder#torch.Tensor.remainder) | [paddle.Tensor.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#remainder-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.remainder.html) | +| 9 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le.html) | +| 10 | [torch.Tensor.floor_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide.html?highlight=floor_divide#torch.Tensor.floor_divide) | [paddle.Tensor.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#floor-divide-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.floor_divide.html) | +| 11 | [torch.nn.ReflectionPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad3d.html?highlight=pad#torch.nn.ReflectionPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad3d.html) | +| 12 | [torchvision.models.squeezenet1_1](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_1.html) | [paddle.vision.models.squeezenet1_1](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_1_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.squeezenet1_1.html) | +| 13 | [torchvision.transforms.functional.resize](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.resize.html) | [paddle.vision.transforms.resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/resize_cn.html) | - | +| 14 | [torch.nn.Module.type](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.type) | [paddle.nn.Layer.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#astype-dtype-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.Module.type.html) | +| 15 | [torchvision.models.densenet161](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet161.html) | [paddle.vision.models.densenet161](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet161_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet161.html) | +| 16 | [torch.cuda.synchronize](https://pytorch.org/docs/stable/generated/torch.cuda.synchronize.html#torch.cuda.synchronize) | [paddle.device.synchronize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/synchronize_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.synchronize.html) | +| 17 | [torchvision.models.shufflenet\_v2\_x2\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x2_0.html) | [paddle.vision.models.shufflenet\_v2\_x2\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x2_0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x2_0.html) | +| 18 | [torchvision.models.inception_v3](https://pytorch.org/vision/main/models/generated/torchvision.models.inception_v3.html) | [paddle.vision.models.inception_v3](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/inception_v3_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.inception_v3.html) | +| 19 | [torch.Tensor.copysign](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign.html#torch.Tensor.copysign) | paddle.Tensor.copysign | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign.html) | +| 20 | [torch.Tensor.copysign_](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign_.html#torch.Tensor.copysign_) | paddle.Tensor.copysign_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign_.html) | +| 21 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_device_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.set_device.html) | +| 22 | [torchvision.transforms.functional.affine](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.affine.html) | [paddle.vision.transforms.affine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/affine_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.affine.html) | +| 23 | [torchvision.models.alexnet](https://pytorch.org/vision/stable/models/generated/torchvision.models.alexnet.html) | [paddle.vision.models.alexnet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/alexnet_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.alexnet.html) | +| 24 | [torch.cartesian_prod](https://pytorch.org/docs/stable/generated/torch.cartesian_prod.html#torch-cartesian-prod) | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cartesian_prod.html) | +| 25 | [torch.broadcast_tensors](https://pytorch.org/docs/stable/generated/torch.broadcast_tensors.html?highlight=broadcast_tensors#torch.broadcast_tensors) | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.broadcast_tensors.html) | +| 26 | [torchvision.models.vgg16_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16_bn.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg16_bn.html) | +| 27 | [torchvision.models.shufflenet\_v2\_x0\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x0_5.html) | [paddle.vision.models.shufflenet\_v2\_x0\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x0_5_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x0_5.html) | +| 28 | [torch.Tensor.le_](https://pytorch.org/docs/stable/generated/torch.Tensor.le_.html) | paddle.Tensor.less_equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le_.html) | +| 29 | [torchvision.models.densenet169](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet169.html) | [paddle.vision.models.densenet169](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet169_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet169.html) | +| 30 | [torchvision.models.resnet18](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet18.html) | [paddle.vision.models.resnet18](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet18_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet18.html) | +| 31 | [torchvision.transforms.RandomRotation](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomRotation.html) | [paddle.vision.transforms.RandomRotation](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomRotation_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomRotation.html) | +| 32 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge.html) | +| 33 | [torch.Tensor.gt_](https://pytorch.org/docs/stable/generated/torch.Tensor.gt_.html) | paddle.Tensor.greater_than_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt_.html) | +| 34 | [torchvision.models.mobilenet\_v3\_small](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_small.html) | [paddle.vision.models.mobilenet\_v3\_small](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_small_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v3_small.html) | +| 35 | [torchvision.models.vgg11_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11_bn.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg11_bn.html) | +| 36 | [torchvision.transforms.RandomAffine](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomAffine.html) | [paddle.vision.transforms.RandomAffine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomAffine_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomAffine.html) | +| 37 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne.html) | +| 38 | [torchvision.models.vgg16](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg16.html) | +| 39 | [torch.Tensor.qr](https://pytorch.org/docs/stable/generated/torch.Tensor.qr.html?highlight=torch+tensor+qr#torch.Tensor.qr) | [paddle.Tensor.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.qr.html) | +| 40 | [torchvision.models.squeezenet1_0](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_0.html) | [paddle.vision.models.squeezenet1_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.squeezenet1_0.html) | +| 41 | [torchvision.transforms.RandomResizedCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomResizedCrop.html) | [paddle.vision.transforms.RandomResizedCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomResizedCrop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomResizedCrop.html) | +| 42 | [torch.nn.ReplicationPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad1d.html?highlight=pad#torch.nn.ReplicationPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad1d.html) | +| 43 | [torch.Tensor.floor\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide_.html) | paddle.Tensor.floor_divide_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.floor_divide_.html) | +| 44 | [torchvision.transforms.functional.perspective](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.perspective.html#perspective) | [paddle.vision.transforms.perspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/perspective_cn.html#cn-api-paddle-vision-transforms-perspective) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.perspective.html) | +| 45 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream) | [paddle.device.current_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/current_stream_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.current_stream.html) | +| 46 | [torchvision.io.decode_jpeg](https://pytorch.org/vision/main/generated/torchvision.io.decode_jpeg.html) | [paddle.vision.ops.decode_jpeg](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/decode_jpeg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.io.decode_jpeg.html) | +| 47 | [torchvision.models.vgg19](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg19.html) | +| 48 | [torchvision.models.wide\_resnet101\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet101_2.html) | [paddle.vision.models.wide\_resnet101\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet101_2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.wide_resnet101_2.html) | +| 49 | [torch.block_diag](https://pytorch.org/docs/stable/generated/torch.block_diag.html#torch-block-diag) | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.block_diag.html) | +| 50 | [torch.le](https://pytorch.org/docs/stable/generated/torch.le.html) | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.le.html) | +| 51 | [torch.cuda.get\_device\_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties) | [paddle.device.cuda.get\_device\_properties](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_properties_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.get_device_properties.html) | +| 52 | [torchvision.models.shufflenet\_v2\_x1\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_5.html) | [paddle.vision.models.shufflenet\_v2\_x1\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_5_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x1_5.html) | +| 53 | [torch.nn.ReflectionPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad1d.html?highlight=pad#torch.nn.ReflectionPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad1d.html) | +| 54 | [torchvision.transforms.Resize](https://pytorch.org/vision/stable/generated/torchvision.transforms.Resize.html#torchvision.transforms.Resize) | [paddle.vision.transforms.Resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Resize__upper_cn.html#resize) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.Resize.html) | +| 55 | [torch.linalg.lu_solve](https://pytorch.org/docs/stable/generated/torch.linalg.lu_solve.html#torch.linalg.lu_solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.linalg.lu_solve.html) | +| 56 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt.html) | +| 57 | [torchvision.models.vgg13_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13_bn.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg13_bn.html) | +| 58 | [torch.Tensor.fmod_](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod_.html#torch.Tensor.fmod_) | paddle.Tensor.mod_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.fmod_.html) | +| 59 | [torchvision.models.densenet201](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet201.html) | [paddle.vision.models.densenet201](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet201_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet201.html) | +| 60 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt.html) | +| 61 | [torch.Tensor.slice_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.slice_scatter.html#torch-tensor-slice-scatter) | [paddle.Tensor.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#slice_scatter-value-axes-starts-ends-strides-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.slice_scatter.html) | +| 62 | [torchvision.models.shufflenet\_v2\_x1\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_0.html) | [paddle.vision.models.shufflenet\_v2\_x1\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x1_0.html) | +| 63 | [torch.Tensor.ge_](https://pytorch.org/docs/stable/ge_nerated/torch.Tensor.ge_.html) | paddle.Tensor.greater_equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge_.html) | +| 64 | [torchvision.models.resnet101](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet101.html) | [paddle.vision.models.resnet101](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet101_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet101.html) | +| 65 | [torch.nn.ReplicationPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad2d.html?highlight=pad#torch.nn.ReplicationPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad2d.html) | +| 66 | [torchvision.models.vgg13](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg13.html) | +| 67 | [torchvision.transforms.RandomPerspective](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomPerspective.html?highlight=randomperspective#torchvision.transforms.RandomPerspective) | [paddle.vision.transforms.RandomPerspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomPerspective_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomPerspective.html) | +| 68 | [torch.set\_default\_tensor\_type](https://pytorch.org/docs/stable/generated/torch.set_default_tensor_type.html) | [paddle.set\_default\_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html#set-default-dtype) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.set_default_tensor_type.html) | +| 69 | [torch.Tensor.fmod](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod.html#torch.Tensor.fmod) | [paddle.Tensor.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mod-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.fmod.html) | +| 70 | [torch.Tensor.lt_](https://pytorch.org/docs/stable/generated/torch.Tensor.lt_.html) | paddle.Tensor.less_than_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt_.html) | +| 71 | [torchvision.models.vgg11](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg11.html) | +| 72 | [torchvision.models.vgg19_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19_bn.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg19_bn.html) | +| 73 | [torch.nn.ReplicationPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad3d.html?highlight=pad#torch.nn.ReplicationPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad3d.html) | +| 74 | [torchvision.models.resnet34](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet34.html) | [paddle.vision.models.resnet34](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet34_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet34.html) | +| 75 | [torch.nn.ReflectionPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad2d.html?highlight=pad#torch.nn.ReflectionPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad2d.html) | +| 76 | [torchvision.models.wide\_resnet50\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet50_2.html) | [paddle.vision.models.wide\_resnet50\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet50_2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.wide_resnet50_2.html) | +| 77 | [torchvision.models.googlenet](https://pytorch.org/vision/main/models/generated/torchvision.models.googlenet.html) | [paddle.vision.models.googlenet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/googlenet_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.googlenet.html) | +| 78 | [torchvision.models.resnext50_32x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext50_32x4d.html) | [paddle.vision.models.resnext50_32x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext50_32x4d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnext50_32x4d.html) | +| 79 | [torchvision.models.resnet152](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet152.html) | [paddle.vision.models.resnet152](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet152_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet152.html) | +| 80 | [torchvision.models.mobilenet\_v3\_large](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_large.html) | [paddle.vision.models.mobilenet\_v3\_large](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_large_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v3_large.html) | +| 81 | [torch.Tensor.eq_](https://pytorch.org/docs/stable/generated/torch.Tensor.eq_.html) | paddle.Tensor.equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.eq_.html) | +| 82 | [torch.cpu.set_device](https://pytorch.org/docs/stable/generated/torch.cpu.set_device.html) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cpu.set_device.html) | +| 83 | [torch.distributed.reduce\_scatter\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter_tensor) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.distributed.reduce_scatter_tensor.html) | +| 84 | [torchvision.models.mobilenet_v2](https://pytorch.org/vision/stable/models/generated/torchvision.models.mobilenet_v2.html) | [paddle.vision.models.mobilenet_v2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v2.html) | +| 85 | [torchvision.models.densenet121](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet121.html) | [paddle.vision.models.densenet121](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet121_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet121.html) | +| 86 | [torch.Tensor.ne_](https://pytorch.org/docs/stable/generated/torch.Tensor.ne_.html) | paddle.Tensor.not_equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne_.html) | +| 87 | [torch.cuda.set\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state_all.html#torch.cuda.set_rng_state_all) | paddle.set_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.set_rng_state_all.html) | ### 9. 返回参数类型不一致 **分类简介** @@ -1614,35 +1614,35 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | [paddle.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#paddle.sort) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.sort.md) | -| 2 | [transformers.PreTrainedModel.generate](https://github.com/huggingface/transformers/blob/0fdea8607d7e01eb0e38a1ebeb7feee30a22f0cf/src/transformers/generation/utils.py#L1567) | [paddlenlp.transformers.PreTrainedModel.generate](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/generation/utils.py#L604) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedModel.generate.md) | -| 3 | [torch.Tensor.allclose](https://pytorch.org/docs/stable/generated/torch.Tensor.allclose.html) | [paddle.Tensor.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#allclose-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.allclose.md) | -| 4 | [torch.triangular_solve](https://pytorch.org/docs/stable/generated/torch.triangular_solve.html#torch.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.triangular_solve.md) | -| 5 | [torch.Tensor.histc](https://pytorch.org/docs/stable/generated/torch.Tensor.histc.html?highlight=torch+tensor+histc#torch.Tensor.histc) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.histc.md) | -| 6 | [torch.equal](https://pytorch.org/docs/stable/generated/torch.equal.html?highlight=equal#torch.equal) | [paddle.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/equal_all_cn.html#equal-all) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.equal.md) | -| 7 | [torch.slogdet](https://pytorch.org/docs/stable/generated/torch.slogdet.html?highlight=slogdet#torch.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.slogdet.md) | -| 8 | [torch.Tensor.equal](https://pytorch.org/docs/stable/generated/torch.Tensor.equal.html?highlight=equal#torch.Tensor.equal) | [paddle.Tensor.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-all-y-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.equal.md) | -| 9 | [torch.cuda.get\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state_all.html#torch.cuda.get_rng_state_all) | paddle.get_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.get_rng_state_all.md) | -| 10 | [transformers.PreTrainedTokenizer.encode](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer.encode) | [paddlenlp.transformers.PreTrainedTokenizer.encode](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/transformers/tokenizer_utils_base.py#L2369) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedTokenizer.encode.md) | -| 11 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | [paddle.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/min_cn.html#min) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.min.md) | -| 12 | [torch.nn.LSTMCell](https://pytorch.org/docs/stable/generated/torch.nn.LSTMCell.html#torch.nn.LSTMCell) | [paddle.nn.LSTMCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTMCell_cn.html#lstmcell) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.LSTMCell.md) | -| 13 | [torch.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.get_rng_state.html#torch.get_rng_state) | paddle.get_rng_state | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.get_rng_state.md) | -| 14 | [torch.Tensor.min](https://pytorch.org/docs/stable/generated/torch.Tensor.min.html) | [paddle.Tensor.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#min-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.min.md) | -| 15 | [torch.cuda.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch-cuda-get-rng-state) | [paddle.get\_cuda\_rng\_state](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/get_cuda_rng_state_cn.html#get-cuda-rng-state) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.get_rng_state.md) | -| 16 | [torch.linalg.cholesky_ex](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky_ex.html) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.cholesky_ex.md) | -| 17 | [torch.Tensor.max](https://pytorch.org/docs/stable/generated/torch.Tensor.max.html) | [paddle.Tensor.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#max-axis-none-keepdim-false-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.max.md) | -| 18 | [torch.Tensor.triangular_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.triangular_solve.html#torch.Tensor.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.triangular_solve.md) | -| 19 | [torch.linalg.inv_ex](https://pytorch.org/docs/stable/generated/torch.linalg.inv_ex.html) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.inv_ex.md) | -| 20 | [torch.Tensor.sort](https://pytorch.org/docs/stable/generated/torch.Tensor.sort.html#torch-tensor-sort) | [paddle.Tensor.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#sort) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.sort.md) | -| 21 | [torch.cuda.manual_seed](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed.html#torch.cuda.manual_seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.manual_seed.md) | -| 22 | [torch.utils.data.default_collate](https://pytorch.org/docs/stable/data.html?highlight=default_collate#torch.utils.data.default_collate) | paddle.io.dataloader.collate.default_collate_fn | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.utils.data.default_collate.md) | -| 23 | [torch.nn.GRUCell](https://pytorch.org/docs/stable/generated/torch.nn.GRUCell.html#torch.nn.GRUCell) | [paddle.nn.GRUCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRUCell_cn.html#grucell) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.GRUCell.md) | -| 24 | [torch.sparse.sum](https://pytorch.org/docs/stable/generated/torch.sparse.sum.html?highlight=sparse+sum#torch.sparse.sum) | [paddle.sparse.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sum_cn.html#sum) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.sparse.sum.md) | -| 25 | [torch.histc](https://pytorch.org/docs/stable/generated/torch.histc.html#torch-histc) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html#histogram) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.histc.md) | -| 26 | [torch.nn.RNNCell](https://pytorch.org/docs/stable/generated/torch.nn.RNNCell.html#torch.nn.RNNCell) | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.RNNCell.md) | -| 27 | [torch.Tensor.slogdet](https://pytorch.org/docs/stable/generated/torch.Tensor.slogdet.html) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.slogdet.md) | -| 28 | [torch.linalg.slogdet](https://pytorch.org/docs/stable/generated/torch.linalg.slogdet.html#torch.linalg.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.slogdet.md) | -| 29 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | [paddle.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/max_cn.html#max) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.max.md) | +| 1 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | [paddle.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#paddle.sort) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.sort.html) | +| 2 | [transformers.PreTrainedModel.generate](https://github.com/huggingface/transformers/blob/0fdea8607d7e01eb0e38a1ebeb7feee30a22f0cf/src/transformers/generation/utils.py#L1567) | [paddlenlp.transformers.PreTrainedModel.generate](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/generation/utils.py#L604) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedModel.generate.html) | +| 3 | [torch.Tensor.allclose](https://pytorch.org/docs/stable/generated/torch.Tensor.allclose.html) | [paddle.Tensor.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#allclose-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.allclose.html) | +| 4 | [torch.triangular_solve](https://pytorch.org/docs/stable/generated/torch.triangular_solve.html#torch.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.triangular_solve.html) | +| 5 | [torch.Tensor.histc](https://pytorch.org/docs/stable/generated/torch.Tensor.histc.html?highlight=torch+tensor+histc#torch.Tensor.histc) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.histc.html) | +| 6 | [torch.equal](https://pytorch.org/docs/stable/generated/torch.equal.html?highlight=equal#torch.equal) | [paddle.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/equal_all_cn.html#equal-all) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.equal.html) | +| 7 | [torch.slogdet](https://pytorch.org/docs/stable/generated/torch.slogdet.html?highlight=slogdet#torch.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.slogdet.html) | +| 8 | [torch.Tensor.equal](https://pytorch.org/docs/stable/generated/torch.Tensor.equal.html?highlight=equal#torch.Tensor.equal) | [paddle.Tensor.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-all-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.equal.html) | +| 9 | [torch.cuda.get\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state_all.html#torch.cuda.get_rng_state_all) | paddle.get_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.get_rng_state_all.html) | +| 10 | [transformers.PreTrainedTokenizer.encode](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer.encode) | [paddlenlp.transformers.PreTrainedTokenizer.encode](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/transformers/tokenizer_utils_base.py#L2369) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedTokenizer.encode.html) | +| 11 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | [paddle.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/min_cn.html#min) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.min.html) | +| 12 | [torch.nn.LSTMCell](https://pytorch.org/docs/stable/generated/torch.nn.LSTMCell.html#torch.nn.LSTMCell) | [paddle.nn.LSTMCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTMCell_cn.html#lstmcell) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.LSTMCell.html) | +| 13 | [torch.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.get_rng_state.html#torch.get_rng_state) | paddle.get_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.get_rng_state.html) | +| 14 | [torch.Tensor.min](https://pytorch.org/docs/stable/generated/torch.Tensor.min.html) | [paddle.Tensor.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#min-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.min.html) | +| 15 | [torch.cuda.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch-cuda-get-rng-state) | [paddle.get\_cuda\_rng\_state](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/get_cuda_rng_state_cn.html#get-cuda-rng-state) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.get_rng_state.html) | +| 16 | [torch.linalg.cholesky_ex](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky_ex.html) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.cholesky_ex.html) | +| 17 | [torch.Tensor.max](https://pytorch.org/docs/stable/generated/torch.Tensor.max.html) | [paddle.Tensor.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#max-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.max.html) | +| 18 | [torch.Tensor.triangular_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.triangular_solve.html#torch.Tensor.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.triangular_solve.html) | +| 19 | [torch.linalg.inv_ex](https://pytorch.org/docs/stable/generated/torch.linalg.inv_ex.html) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.inv_ex.html) | +| 20 | [torch.Tensor.sort](https://pytorch.org/docs/stable/generated/torch.Tensor.sort.html#torch-tensor-sort) | [paddle.Tensor.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#sort) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.sort.html) | +| 21 | [torch.cuda.manual_seed](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed.html#torch.cuda.manual_seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.manual_seed.html) | +| 22 | [torch.utils.data.default_collate](https://pytorch.org/docs/stable/data.html?highlight=default_collate#torch.utils.data.default_collate) | paddle.io.dataloader.collate.default_collate_fn | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.utils.data.default_collate.html) | +| 23 | [torch.nn.GRUCell](https://pytorch.org/docs/stable/generated/torch.nn.GRUCell.html#torch.nn.GRUCell) | [paddle.nn.GRUCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRUCell_cn.html#grucell) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.GRUCell.html) | +| 24 | [torch.sparse.sum](https://pytorch.org/docs/stable/generated/torch.sparse.sum.html?highlight=sparse+sum#torch.sparse.sum) | [paddle.sparse.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sum_cn.html#sum) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.sparse.sum.html) | +| 25 | [torch.histc](https://pytorch.org/docs/stable/generated/torch.histc.html#torch-histc) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html#histogram) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.histc.html) | +| 26 | [torch.nn.RNNCell](https://pytorch.org/docs/stable/generated/torch.nn.RNNCell.html#torch.nn.RNNCell) | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.RNNCell.html) | +| 27 | [torch.Tensor.slogdet](https://pytorch.org/docs/stable/generated/torch.Tensor.slogdet.html) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.slogdet.html) | +| 28 | [torch.linalg.slogdet](https://pytorch.org/docs/stable/generated/torch.linalg.slogdet.html#torch.linalg.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.slogdet.html) | +| 29 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | [paddle.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/max_cn.html#max) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.max.html) | ### 10. 组合替代实现 **分类简介** @@ -1654,178 +1654,178 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.Tensor.select](https://pytorch.org/docs/stable/generated/torch.Tensor.select.html?highlight=select#torch.Tensor.select) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.select.md) | -| 2 | [torch.\_foreach\_round\_](https://pytorch.org/docs/stable/generated/torch._foreach_round_.html#torch-foreach-round) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_round_.md) | -| 3 | [torch.cuda.set\_per\_process\_memory\_fraction](https://pytorch.org/docs/stable/generated/torch.cuda.set_per_process_memory_fraction.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.set_per_process_memory_fraction.md) | -| 4 | [torch.Tensor.dim_order](https://pytorch.org/docs/stable/generated/torch.Tensor.dim_order.html?highlight=dim_order#torch.Tensor.dim_order) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.dim_order.md) | -| 5 | [torch.optim.lr_scheduler.LambdaLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LambdaLR.html) | [paddle.optimizer.lr.LambdaDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LambdaDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LambdaLR.md) | -| 6 | [torch.Tensor.is_signed](https://pytorch.org/docs/stable/generated/torch.Tensor.is_signed.html#torch.Tensor.is_signed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.is_signed.md) | -| 7 | [torch.Tensor.addcdiv](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv.html#torch.Tensor.addcdiv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcdiv.md) | -| 8 | [torch.Tensor.is_pinned](https://pytorch.org/docs/stable/generated/torch.Tensor.is_pinned.html?highlight=is_pinned#torch.Tensor.is_pinned) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.is_pinned.md) | -| 9 | [torch.nn.modules.module.register\_module\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_pre_hook.html) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.module.register_module_forward_pre_hook.md) | -| 10 | [torch.optim.lr_scheduler.MultiplicativeLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiplicativeLR.html) | [paddle.optimizer.lr.MultiplicativeDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiplicativeDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.MultiplicativeLR.md) | -| 11 | [torch.aminmax](https://pytorch.org/docs/stable/generated/torch.aminmax.html#torch.aminmax) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.aminmax.md) | -| 12 | [torch.seed](https://pytorch.org/docs/stable/generated/torch.seed.html#torch.seed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.seed.md) | -| 13 | [torch.nn.functional.softmin](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmin.html#torch.nn.functional.softmin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.functional.softmin.md) | -| 14 | [torch.\_foreach\_ceil\_](https://pytorch.org/docs/stable/generated/torch._foreach_ceil_.html#torch-foreach-ceil) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_ceil_.md) | -| 15 | [torch.\_foreach\_frac\_](https://pytorch.org/docs/stable/generated/torch._foreach_frac_.html#torch-foreach-frac) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_frac_.md) | -| 16 | [torch.\_foreach\_floor](https://pytorch.org/docs/stable/generated/torch._foreach_floor.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_floor.md) | -| 17 | [torch.set\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_interop_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.set_num_interop_threads.md) | -| 18 | [torch.logdet](https://pytorch.org/docs/stable/generated/torch.logdet.html#torch.logdet) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.logdet.md) | -| 19 | [torch.\_foreach\_tan](https://pytorch.org/docs/stable/generated/torch._foreach_tan.html#torch-foreach-tan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_tan.md) | -| 20 | [torch.\_foreach\_ceil](https://pytorch.org/docs/stable/generated/torch._foreach_ceil.html#torch-foreach-ceil) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_ceil.md) | -| 21 | [torch.nn.Module.get_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_buffer) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_buffer.md) | -| 22 | [torch.\_foreach\_atan\_](https://pytorch.org/docs/stable/generated/torch._foreach_atan_.html#torch-foreach-atan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_atan_.md) | -| 23 | [torch.narrow_copy](https://pytorch.org/docs/stable/generated/torch.narrow_copy.html#torch.narrow_copy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.narrow_copy.md) | -| 24 | [torch.Tensor.addcmul_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul_.html#torch-tensor-addcmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcmul_.md) | -| 25 | [torch.\_foreach\_log](https://pytorch.org/docs/stable/generated/torch._foreach_log.html#torch-foreach-log) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log.md) | -| 26 | [fairscale.nn.model\_parallel.initialize.model\_parallel\_is\_initialized](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L119) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.md) | -| 27 | [torch.optim.lr_scheduler.CyclicLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CyclicLR.html) | [paddle.optimizer.lr.CyclicLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CyclicLR_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CyclicLR.md) | -| 28 | [torch.optim.lr_scheduler.ReduceLROnPlateau](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ReduceLROnPlateau.html) | [paddle.optimizer.lr.ReduceOnPlateau](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ReduceOnPlateau_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ReduceLROnPlateau.md) | -| 29 | [torch.\_foreach\_sin](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sin.html#torch-foreach-sin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sin.md) | -| 30 | [torch.Tensor.narrow_copy](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow_copy.html#torch.Tensor.narrow_copy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.narrow_copy.md) | -| 31 | [torch.frombuffer](https://pytorch.org/docs/stable/generated/torch.frombuffer.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.frombuffer.md) | -| 32 | [torch.histogram](https://pytorch.org/docs/stable/generated/torch.histogram.html#torch.histogram) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.histogram.md) | -| 33 | [torch.\_foreach\_log10](https://pytorch.org/docs/stable/generated/torch._foreach_log10.html#torch-foreach-log10) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log10.md) | -| 34 | [torch.Tensor.addmv](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv.html#torch.Tensor.addmv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addmv.md) | -| 35 | [torch.\_foreach\_cos](https://pytorch.org/docs/stable/generated/torch._foreach_cos.html#torch-foreach-cos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cos.md) | -| 36 | [torch.linalg.lu](https://pytorch.org/docs/stable/generated/torch.linalg.lu.html?highlight=torch+linalg+lu#torch.linalg.lu) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.linalg.lu.md) | -| 37 | [torch.Tensor.erfc](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.erfc.md) | -| 38 | [torch.cuda.initial_seed](https://pytorch.org/docs/stable/generated/torch.cuda.initial_seed.html?highlight=torch+cuda+initial_seed#torch.cuda.initial_seed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.initial_seed.md) | -| 39 | [torch.Tensor.addbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm.html#torch.Tensor.addbmm) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addbmm.md) | -| 40 | [torch.optim.lr_scheduler.ConstantLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ConstantLR.html) | [paddle.optimizer.lr.PiecewiseDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/PiecewiseDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ConstantLR.md) | -| 41 | [torch.addcdiv](https://pytorch.org/docs/stable/generated/torch.addcdiv.html#torch.addcdiv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addcdiv.md) | -| 42 | [fairscale.nn.model\_parallel.initialize.initialize\_model\_parallel](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L41) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md) | -| 43 | [torch.\_foreach\_erf\_](https://pytorch.org/docs/stable/generated/torch._foreach_erf_.html#torch-foreach-erf) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erf_.md) | -| 44 | [torch.var_mean](https://pytorch.org/docs/stable/generated/torch.var_mean.html?highlight=var_mean#torch.var_mean) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.var_mean.md) | -| 45 | [torch.optim.lr_scheduler.CosineAnnealingLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingLR.html) | [paddle.optimizer.lr.CosineAnnealingDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CosineAnnealingDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CosineAnnealingLR.md) | -| 46 | [torch.multiprocessing.cpu_count](https://github.com/pytorch/pytorch/blob/main/torch/multiprocessing/__init__.py) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.multiprocessing.cpu_count.md) | -| 47 | [torch.Tensor.xlogy_](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy_.html#torch.Tensor.xlogy_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.xlogy_.md) | -| 48 | os.environ.get | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/os.environ.get.md) | -| 49 | [torch.special.exp2](https://pytorch.org/docs/stable/special.html#torch.special.exp2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.exp2.md) | -| 50 | [torch.nn.modules.utils._ntuple](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L8) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.utils._ntuple.md) | -| 51 | [torch.nn.Softmin](https://pytorch.org/docs/stable/generated/torch.nn.Softmin.html#softmin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Softmin.md) | -| 52 | [torch.\_foreach\_sinh\_](https://pytorch.org/docs/stable/generated/torch._foreach_sinh_.html#torch-foreach-sinh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sinh_.md) | -| 53 | [torch.chain_matmul](https://pytorch.org/docs/stable/generated/torch.chain_matmul.html?highlight=chain_matmul#torch.chain_matmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.chain_matmul.md) | -| 54 | [torch.get\_num\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.get_num_threads.md) | -| 55 | setuptools.setup | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/setuptools.setup.md) | -| 56 | [torch.nn.Module.get_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_parameter) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_parameter.md) | -| 57 | [torch.Tensor.aminmax](https://pytorch.org/docs/stable/generated/torch.Tensor.aminmax.html#torch.Tensor.aminmax) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.aminmax.md) | -| 58 | [torch.set\_num\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.set_num_threads.md) | -| 59 | [torch.testing.make_tensor](https://pytorch.org/docs/stable/testing.html#torch.testing.make_tensor) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.make_tensor.md) | -| 60 | [torch.adjoint](https://pytorch.org/docs/stable/generated/torch.adjoint.html#torch.adjoint) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.adjoint.md) | -| 61 | [torch.testing.assert_close](https://pytorch.org/docs/stable/testing.html?highlight=assert_close#torch.testing.assert_close) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.assert_close.md) | -| 62 | [torch.Tensor.mH](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mH) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.mH.md) | -| 63 | [torch.distributions.transforms.PositiveDefiniteTransform](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.transforms) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.distributions.transforms.PositiveDefiniteTransform.md) | -| 64 | [torch.\_foreach\_expm1\_](https://pytorch.org/docs/stable/generated/torch._foreach_expm1_.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_expm1_.md) | -| 65 | [torch.nn.Module.get_submodule](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_submodule) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_submodule.md) | -| 66 | [torch.std_mean](https://pytorch.org/docs/stable/generated/torch.std_mean.html?highlight=std_mean#torch.std_mean) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.std_mean.md) | -| 67 | [torch.addcmul](https://pytorch.org/docs/stable/generated/torch.addcmul.html#torch.addcmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addcmul.md) | -| 68 | [torch.Tensor.xlogy](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy.html#torch.Tensor.xlogy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.xlogy.md) | -| 69 | [torch.Tensor.histogram](https://pytorch.org/docs/stable/generated/torch.Tensor.histogram.html#torch.Tensor.histogram) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.histogram.md) | -| 70 | [torch.Tensor.addr](https://pytorch.org/docs/stable/generated/torch.Tensor.addr.html#torch.Tensor.addr) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addr.md) | -| 71 | [torch.\_foreach\_acos\_](https://pytorch.org/docs/stable/generated/torch._foreach_acos_.html#torch-foreach-acos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_acos_.md) | -| 72 | [torch.\_foreach\_reciprocal](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal.html#torch-foreach-reciprocal) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_reciprocal.md) | -| 73 | [torch.addmv](https://pytorch.org/docs/stable/generated/torch.addmv.html?highlight=addmv#torch.addmv) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addmv.md) | -| 74 | [torch.\_foreach\_sigmoid](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid.html#torch-foreach-sigmoid) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sigmoid.md) | -| 75 | [torch.Tensor.reshape_as](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape_as.html#torch.Tensor.reshape_as) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.reshape_as.md) | -| 76 | [torch.\_foreach\_exp](https://pytorch.org/docs/stable/generated/torch._foreach_exp.html#torch-foreach-exp) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_exp.md) | -| 77 | [torch.Generator](https://pytorch.org/docs/stable/generated/torch.Generator.html#generator) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Generator.md) | -| 78 | [torch.inference_mode](https://pytorch.org/docs/stable/generated/torch.inference_mode.html#torch.inference_mode) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.inference_mode.md) | -| 79 | [torch.Tensor.float\_power\_](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power_.html#torch.Tensor.float_power_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.float_power_.md) | -| 80 | [torch._assert](https://pytorch.org/docs/stable/generated/torch._assert.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._assert.md) | -| 81 | [torch.\_foreach\_cosh](https://pytorch.org/docs/stable/generated/torch._foreach_cosh.html#torch-foreach-cosh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cosh.md) | -| 82 | [torch.\_foreach\_log2](https://pytorch.org/docs/stable/generated/torch._foreach_log2.html#torch-foreach-log2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log2.md) | -| 83 | [torch.\_foreach\_asin](https://pytorch.org/docs/stable/generated/torch._foreach_asin.html#torch-foreach-asin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_asin.md) | -| 84 | [torch.backends.cudnn.is_available](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cudnn.is_available) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.backends.cudnn.is_available.md) | -| 85 | [torch.autograd.Variable](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.autograd.Variable.md) | -| 86 | [torch.special.xlogy](https://pytorch.org/docs/stable/special.html#torch.special.xlogy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlogy.md) | -| 87 | [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.device.md) | -| 88 | [torch.special.expit](https://pytorch.org/docs/stable/special.html#torch.special.expit) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.expit.md) | -| 89 | [torch.Tensor.addr_](https://pytorch.org/docs/stable/generated/torch.Tensor.addr_.html#torch.Tensor.addr_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addr_.md) | -| 90 | [torch.\_foreach\_erf](https://pytorch.org/docs/stable/generated/torch._foreach_erf.html#torch-foreach-erf) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erf.md) | -| 91 | [torch.\_foreach\_cosh\_](https://pytorch.org/docs/stable/generated/torch._foreach_cosh_.html#torch-foreach-cosh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cosh_.md) | -| 92 | [torch.\_foreach\_log1p\_](https://pytorch.org/docs/stable/generated/torch._foreach_log1p_.html#torch-foreach-log1p) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log1p_.md) | -| 93 | [torch.\_foreach\_sqrt](https://pytorch.org/docs/stable/generated/torch._foreach_sqrt.html#torch-foreach-sqrt) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sqrt.md) | -| 94 | [torch.nn.modules.module.register\_module\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_hook.html) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.module.register_module_forward_hook.md) | -| 95 | [torch.detach](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.detach.md) | -| 96 | [torch.\_foreach\_acos](https://pytorch.org/docs/stable/generated/torch._foreach_acos.html#torch-foreach-acos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_acos.md) | -| 97 | [torch.index_copy](https://pytorch.org/docs/stable/generated/torch.index_copy.html#torch.index_copy) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.index_copy.md) | -| 98 | [torch.Tensor.erfc_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc_.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.erfc_.md) | -| 99 | [torch.\_foreach\_lgamma\_](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma_.html#torch-foreach-lgamma) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_lgamma_.md) | -| 100 | [transformers.PreTrainedModel.get\_head\_mask](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.modeling_utils.ModuleUtilsMixin.get_head_mask) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.get_head_mask.md) | -| 101 | [torch.\_foreach\_floor\_](https://pytorch.org/docs/stable/generated/torch._foreach_floor_.html#torch-foreach-floor) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_floor_.md) | -| 102 | [torch.nn.functional.\_Reduction.get\_enum](https://github.com/pytorch/pytorch/blob/3045b16488f14c9d941d33d63417e6ea52fb2544/torch/nn/_reduction.py#L7) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.functional._Reduction.get_enum.md) | -| 103 | [torch.\_foreach\_sqrt\_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sqrt_.html#torch-foreach-sqrt) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sqrt_.md) | -| 104 | [torch.\_foreach\_zero\_](https://pytorch.org/docs/stable/generated/torch._foreach_zero_.html#torch-foreach-zero) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_zero_.md) | -| 105 | [torch.\_foreach\_erfc](https://pytorch.org/docs/stable/generated/torch._foreach_erfc.html#torch-foreach-erfc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erfc.md) | -| 106 | [torch.\_foreach\_abs](https://pytorch.org/docs/stable/generated/torch._foreach_abs.html#torch-foreach-abs) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_abs.md) | -| 107 | [torch.optim.lr_scheduler.CosineAnnealingWarmRestarts](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html) | [paddle.optimizer.lr.CosineAnnealingWarmRestarts](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/optimizer/lr.py#L2371) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.md) | -| 108 | [torch.\_foreach\_cos\_](https://pytorch.org/docs/stable/generated/torch._foreach_cos_.html#torch-foreach-cos) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cos_.md) | -| 109 | [torch.Tensor.addmv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv_.html#torch.Tensor.addmv_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addmv_.md) | -| 110 | [torch.Tensor.float_power](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power.html#torch.Tensor.float_power) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.float_power.md) | -| 111 | [torch.addr](https://pytorch.org/docs/stable/generated/torch.addr.html?highlight=addr#torch.addr) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addr.md) | -| 112 | [torch.\_foreach\_sin\_](https://pytorch.org/docs/stable/generated/torch._foreach_sin_.html#torch-foreach-sin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sin_.md) | -| 113 | [torch.Tensor.nbytes](https://pytorch.org/docs/stable/generated/torch.Tensor.nbytes.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.nbytes.md) | -| 114 | [torch.special.ndtr](https://pytorch.org/docs/stable/special.html#torch.special.ndtr) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.ndtr.md) | -| 115 | [flash\_attn.layers.rotary.apply\_rotary\_emb\_func](https://github.com/Dao-AILab/flash-attention/blob/c4b9015d74bd9f638c6fd574482accf4bbbd4197/flash_attn/layers/rotary.py#L128) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/flash_attn.layers.rotary.apply_rotary_emb_func.md) | -| 116 | [torch.addbmm](https://pytorch.org/docs/stable/generated/torch.addbmm.html#torch.addbmm) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addbmm.md) | -| 117 | [torch.\_foreach\_exp\_](https://pytorch.org/docs/stable/generated/torch._foreach_exp_.html#torch._foreach_exp_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_exp_.md) | -| 118 | [torch.initial_seed](https://pytorch.org/docs/stable/generated/torch.initial_seed.html?highlight=initial_seed) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.initial_seed.md) | -| 119 | [torch.\_foreach\_neg\_](https://pytorch.org/docs/stable/generated/torch._foreach_neg_.html#torch-foreach-neg) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_neg_.md) | -| 120 | [torch.optim.lr_scheduler.LRScheduler](https://docs.pytorch.org/docs/2.7/generated/torch.optim.lr_scheduler.LRScheduler.html#torch.optim.lr_scheduler.LRScheduler) | [paddle.optimizer.lr.LRScheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LRScheduler_cn.html#lrscheduler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LRScheduler.md) | -| 121 | [torch.can_cast](https://pytorch.org/docs/stable/generated/torch.can_cast.html#torch-can-cast) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.can_cast.md) | -| 122 | [torch.\_foreach\_asin\_](https://pytorch.org/docs/stable/generated/torch._foreach_asin_.html#torch-foreach-asin) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_asin_.md) | -| 123 | [torch.\_foreach\_abs\_](https://pytorch.org/docs/stable/generated/torch._foreach_abs_.html#torch-foreach-abs) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_abs_.md) | -| 124 | [torch.\_foreach\_atan](https://pytorch.org/docs/stable/generated/torch._foreach_atan.html#torch-foreach-atan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_atan.md) | -| 125 | [torch.\_foreach\_trunc](https://pytorch.org/docs/stable/generated/torch._foreach_trunc.html#torch-foreach-trunc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_trunc.md) | -| 126 | [torch.Tensor.adjoint](https://pytorch.org/docs/stable/generated/torch.Tensor.adjoint.html#torch.Tensor.adjoint) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.adjoint.md) | -| 127 | [torch.optim.lr_scheduler.StepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.StepLR.html) | [paddle.optimizer.lr.StepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/StepDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.StepLR.md) | -| 128 | [torch.Tensor.addbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm_.html#torch.Tensor.addbmm_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addbmm_.md) | -| 129 | [torch.\_foreach\_sinh](https://pytorch.org/docs/stable/generated/torch._foreach_sinh.html#torch-foreach-sinh) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sinh.md) | -| 130 | [torch.\_foreach\_sigmoid\_](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid_.html#torch-foreach-sigmoid) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sigmoid_.md) | -| 131 | [transformers.PreTrainedModel](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel) | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.md) | -| 132 | [torch.\_foreach\_frac](https://pytorch.org/docs/stable/generated/torch._foreach_frac.html#torch-foreach-frac) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_frac.md) | -| 133 | [torch.optim.lr_scheduler.MultiStepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiStepLR.html) | [paddle.optimizer.lr.MultiStepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiStepDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.MultiStepLR.md) | -| 134 | [torch.Tensor.requires\_grad\_](https://pytorch.org/docs/stable/generated/torch.Tensor.requires_grad_.html?highlight=requires_grad_#torch.Tensor.requires_grad_) | [paddle.Tensor.stop_gradient](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#stop-gradient) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.requires_grad_.md) | -| 135 | [torch.special.xlog1py](https://pytorch.org/docs/stable/special.html#torch.special.xlog1py) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlog1py.md) | -| 136 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch-cuda-is-available) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.is_available.md) | -| 137 | [torch.\_foreach\_lgamma](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma.html#torch-foreach-lgamma) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_lgamma.md) | -| 138 | [torch.nn.modules.utils._pair](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L198) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.utils._pair.md) | -| 139 | [torch.\_foreach\_log2\_](https://pytorch.org/docs/stable/generated/torch._foreach_log2_.html#torch-foreach-log2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log2_.md) | -| 140 | [torch.special.erfc](https://pytorch.org/docs/stable/special.html#torch.special.erfc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfc.md) | -| 141 | [torch.\_foreach\_neg](https://pytorch.org/docs/stable/generated/torch._foreach_neg.html#torch-foreach-neg) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_neg.md) | -| 142 | [torch.testing.assert_allclose](https://pytorch.org/docs/stable/testing.html?highlight=torch+testing+assert_allclose#torch.testing.assert_allclose) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.assert_allclose.md) | -| 143 | [torch.Tensor.resize\_as\_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_as_.html?highlight=resize_as#torch.Tensor.resize_as_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.resize_as_.md) | -| 144 | [torch.select](https://pytorch.org/docs/stable/generated/torch.select.html#torch.select) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.select.md) | -| 145 | [torch.utils.set_module](https://docs.pytorch.org/docs/stable/generated/torch.utils.set_module.html#torch-utils-set-module) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.utils.set_module.md) | -| 146 | [torch.logaddexp2](https://pytorch.org/docs/stable/generated/torch.logaddexp2.html#torch.logaddexp2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.logaddexp2.md) | -| 147 | [torch.Tensor.logdet](https://pytorch.org/docs/stable/generated/torch.Tensor.logdet.html#torch.Tensor.logdet) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.logdet.md) | -| 148 | [torch.optim.lr_scheduler.ExponentialLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ExponentialLR.html) | [paddle.optimizer.lr.ExponentialDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ExponentialDecay_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ExponentialLR.md) | -| 149 | [torch.\_foreach\_log1p](https://pytorch.org/docs/stable/generated/torch._foreach_log1p.html#torch-foreach-log1p) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log1p.md) | -| 150 | [torch.is_nonzero](https://pytorch.org/docs/stable/generated/torch.is_nonzero.html#torch.is_nonzero) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.is_nonzero.md) | -| 151 | [torch.Tensor.logaddexp2](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp2.html#torch.Tensor.logaddexp2) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.logaddexp2.md) | -| 152 | [torch.Tensor.addcmul](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul.html#torch.Tensor.addcmul) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcmul.md) | -| 153 | [torch.\_foreach\_tan\_](https://pytorch.org/docs/stable/generated/torch._foreach_tan_.html#torch-foreach-tan) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_tan_.md) | -| 154 | [torch.\_foreach\_log10\_](https://pytorch.org/docs/stable/generated/torch._foreach_log10_.html#torch-foreach-log10) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log10_.md) | -| 155 | [torch.\_foreach\_trunc\_](https://pytorch.org/docs/stable/generated/torch._foreach_trunc_.html#torch-foreach-trunc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_trunc_.md) | -| 156 | [torch.get\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_interop_threads.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.get_num_interop_threads.md) | -| 157 | [transformers.logging.get_logger](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/utils/logging.py#L147) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.md) | -| 158 | [torch.\_foreach\_log\_](https://pytorch.org/docs/stable/generated/torch._foreach_log_.html#torch-foreach-log) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log_.md) | -| 159 | [torch.special.erfcx](https://pytorch.org/docs/stable/special.html#torch.special.erfcx) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfcx.md) | -| 160 | [torch.optim.lr_scheduler.OneCycleLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.OneCycleLR.html) | [paddle.optimizer.lr.OneCycleLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/OneCycleLR_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.OneCycleLR.md) | -| 161 | [torch.\_foreach\_erfc\_](https://pytorch.org/docs/stable/generated/torch._foreach_erfc_.html#torch-foreach-erfc) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erfc_.md) | -| 162 | [torch.\_foreach\_expm1](https://pytorch.org/docs/stable/generated/torch._foreach_expm1.html#torch-foreach-expm1) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_expm1.md) | -| 163 | [torch.Tensor.index\_copy\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_copy_.html) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.index_copy_.md) | -| 164 | [torch.Tensor.H](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.H) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.H.md) | -| 165 | [torch.\_foreach\_round](https://pytorch.org/docs/stable/generated/torch._foreach_round.html#torch-foreach-round) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_round.md) | -| 166 | [torch.optim.lr_scheduler.LinearLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LinearLR.html) | [paddle.optimizer.lr.LinearLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LinearLR_cn.html#linearlr) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LinearLR.md) | -| 167 | [torch.\_foreach\_reciprocal\_](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal_.html#torch-foreach-reciprocal) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_reciprocal_.md) | -| 168 | [torch.float_power](https://pytorch.org/docs/stable/generated/torch.float_power.html#torch-float-power) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.float_power.md) | -| 169 | [torch.Tensor.addcdiv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv_.html#torch.Tensor.addcdiv_) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcdiv_.md) | -| 170 | [torch.distributed.Backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.Backend) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.distributed.Backend.md) | -| 171 | [torch.special.ndtri](https://pytorch.org/docs/stable/special.html#torch.special.ndtri) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.ndtri.md) | -| 172 | [transformers.PreTrainedModel.post_init](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel.post_init) | - | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.post_init.md) | +| 1 | [torch.Tensor.select](https://pytorch.org/docs/stable/generated/torch.Tensor.select.html?highlight=select#torch.Tensor.select) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.select.html) | +| 2 | [torch.\_foreach\_round\_](https://pytorch.org/docs/stable/generated/torch._foreach_round_.html#torch-foreach-round) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_round_.html) | +| 3 | [torch.cuda.set\_per\_process\_memory\_fraction](https://pytorch.org/docs/stable/generated/torch.cuda.set_per_process_memory_fraction.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.set_per_process_memory_fraction.html) | +| 4 | [torch.Tensor.dim_order](https://pytorch.org/docs/stable/generated/torch.Tensor.dim_order.html?highlight=dim_order#torch.Tensor.dim_order) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.dim_order.html) | +| 5 | [torch.optim.lr_scheduler.LambdaLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LambdaLR.html) | [paddle.optimizer.lr.LambdaDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LambdaDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LambdaLR.html) | +| 6 | [torch.Tensor.is_signed](https://pytorch.org/docs/stable/generated/torch.Tensor.is_signed.html#torch.Tensor.is_signed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.is_signed.html) | +| 7 | [torch.Tensor.addcdiv](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv.html#torch.Tensor.addcdiv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcdiv.html) | +| 8 | [torch.Tensor.is_pinned](https://pytorch.org/docs/stable/generated/torch.Tensor.is_pinned.html?highlight=is_pinned#torch.Tensor.is_pinned) | - | - | +| 9 | [torch.nn.modules.module.register\_module\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_pre_hook.html) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.module.register_module_forward_pre_hook.html) | +| 10 | [torch.optim.lr_scheduler.MultiplicativeLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiplicativeLR.html) | [paddle.optimizer.lr.MultiplicativeDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiplicativeDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.MultiplicativeLR.html) | +| 11 | [torch.aminmax](https://pytorch.org/docs/stable/generated/torch.aminmax.html#torch.aminmax) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.aminmax.html) | +| 12 | [torch.seed](https://pytorch.org/docs/stable/generated/torch.seed.html#torch.seed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.seed.html) | +| 13 | [torch.nn.functional.softmin](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmin.html#torch.nn.functional.softmin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.functional.softmin.html) | +| 14 | [torch.\_foreach\_ceil\_](https://pytorch.org/docs/stable/generated/torch._foreach_ceil_.html#torch-foreach-ceil) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_ceil_.html) | +| 15 | [torch.\_foreach\_frac\_](https://pytorch.org/docs/stable/generated/torch._foreach_frac_.html#torch-foreach-frac) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_frac_.html) | +| 16 | [torch.\_foreach\_floor](https://pytorch.org/docs/stable/generated/torch._foreach_floor.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_floor.html) | +| 17 | [torch.set\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_interop_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.set_num_interop_threads.html) | +| 18 | [torch.logdet](https://pytorch.org/docs/stable/generated/torch.logdet.html#torch.logdet) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.logdet.html) | +| 19 | [torch.\_foreach\_tan](https://pytorch.org/docs/stable/generated/torch._foreach_tan.html#torch-foreach-tan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_tan.html) | +| 20 | [torch.\_foreach\_ceil](https://pytorch.org/docs/stable/generated/torch._foreach_ceil.html#torch-foreach-ceil) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_ceil.html) | +| 21 | [torch.nn.Module.get_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_buffer) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_buffer.html) | +| 22 | [torch.\_foreach\_atan\_](https://pytorch.org/docs/stable/generated/torch._foreach_atan_.html#torch-foreach-atan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_atan_.html) | +| 23 | [torch.narrow_copy](https://pytorch.org/docs/stable/generated/torch.narrow_copy.html#torch.narrow_copy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.narrow_copy.html) | +| 24 | [torch.Tensor.addcmul_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul_.html#torch-tensor-addcmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcmul_.html) | +| 25 | [torch.\_foreach\_log](https://pytorch.org/docs/stable/generated/torch._foreach_log.html#torch-foreach-log) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log.html) | +| 26 | [fairscale.nn.model\_parallel.initialize.model\_parallel\_is\_initialized](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L119) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.html) | +| 27 | [torch.optim.lr_scheduler.CyclicLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CyclicLR.html) | [paddle.optimizer.lr.CyclicLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CyclicLR_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CyclicLR.html) | +| 28 | [torch.optim.lr_scheduler.ReduceLROnPlateau](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ReduceLROnPlateau.html) | [paddle.optimizer.lr.ReduceOnPlateau](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ReduceOnPlateau_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ReduceLROnPlateau.html) | +| 29 | [torch.\_foreach\_sin](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sin.html#torch-foreach-sin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sin.html) | +| 30 | [torch.Tensor.narrow_copy](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow_copy.html#torch.Tensor.narrow_copy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.narrow_copy.html) | +| 31 | [torch.frombuffer](https://pytorch.org/docs/stable/generated/torch.frombuffer.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.frombuffer.html) | +| 32 | [torch.histogram](https://pytorch.org/docs/stable/generated/torch.histogram.html#torch.histogram) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.histogram.html) | +| 33 | [torch.\_foreach\_log10](https://pytorch.org/docs/stable/generated/torch._foreach_log10.html#torch-foreach-log10) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log10.html) | +| 34 | [torch.Tensor.addmv](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv.html#torch.Tensor.addmv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addmv.html) | +| 35 | [torch.\_foreach\_cos](https://pytorch.org/docs/stable/generated/torch._foreach_cos.html#torch-foreach-cos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cos.html) | +| 36 | [torch.linalg.lu](https://pytorch.org/docs/stable/generated/torch.linalg.lu.html?highlight=torch+linalg+lu#torch.linalg.lu) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.linalg.lu.html) | +| 37 | [torch.Tensor.erfc](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.erfc.html) | +| 38 | [torch.cuda.initial_seed](https://pytorch.org/docs/stable/generated/torch.cuda.initial_seed.html?highlight=torch+cuda+initial_seed#torch.cuda.initial_seed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.initial_seed.html) | +| 39 | [torch.Tensor.addbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm.html#torch.Tensor.addbmm) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addbmm.html) | +| 40 | [torch.optim.lr_scheduler.ConstantLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ConstantLR.html) | [paddle.optimizer.lr.PiecewiseDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/PiecewiseDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ConstantLR.html) | +| 41 | [torch.addcdiv](https://pytorch.org/docs/stable/generated/torch.addcdiv.html#torch.addcdiv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addcdiv.html) | +| 42 | [fairscale.nn.model\_parallel.initialize.initialize\_model\_parallel](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L41) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.initialize_model_parallel.html) | +| 43 | [torch.\_foreach\_erf\_](https://pytorch.org/docs/stable/generated/torch._foreach_erf_.html#torch-foreach-erf) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erf_.html) | +| 44 | [torch.var_mean](https://pytorch.org/docs/stable/generated/torch.var_mean.html?highlight=var_mean#torch.var_mean) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.var_mean.html) | +| 45 | [torch.optim.lr_scheduler.CosineAnnealingLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingLR.html) | [paddle.optimizer.lr.CosineAnnealingDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CosineAnnealingDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CosineAnnealingLR.html) | +| 46 | [torch.multiprocessing.cpu_count](https://github.com/pytorch/pytorch/blob/main/torch/multiprocessing/__init__.py) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.multiprocessing.cpu_count.html) | +| 47 | [torch.Tensor.xlogy_](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy_.html#torch.Tensor.xlogy_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.xlogy_.html) | +| 48 | os.environ.get | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/os.environ.get.html) | +| 49 | [torch.special.exp2](https://pytorch.org/docs/stable/special.html#torch.special.exp2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.exp2.html) | +| 50 | [torch.nn.modules.utils._ntuple](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L8) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.utils._ntuple.html) | +| 51 | [torch.nn.Softmin](https://pytorch.org/docs/stable/generated/torch.nn.Softmin.html#softmin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Softmin.html) | +| 52 | [torch.\_foreach\_sinh\_](https://pytorch.org/docs/stable/generated/torch._foreach_sinh_.html#torch-foreach-sinh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sinh_.html) | +| 53 | [torch.chain_matmul](https://pytorch.org/docs/stable/generated/torch.chain_matmul.html?highlight=chain_matmul#torch.chain_matmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.chain_matmul.html) | +| 54 | [torch.get\_num\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.get_num_threads.html) | +| 55 | setuptools.setup | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/setuptools.setup.html) | +| 56 | [torch.nn.Module.get_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_parameter) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_parameter.html) | +| 57 | [torch.Tensor.aminmax](https://pytorch.org/docs/stable/generated/torch.Tensor.aminmax.html#torch.Tensor.aminmax) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.aminmax.html) | +| 58 | [torch.set\_num\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.set_num_threads.html) | +| 59 | [torch.testing.make_tensor](https://pytorch.org/docs/stable/testing.html#torch.testing.make_tensor) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.make_tensor.html) | +| 60 | [torch.adjoint](https://pytorch.org/docs/stable/generated/torch.adjoint.html#torch.adjoint) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.adjoint.html) | +| 61 | [torch.testing.assert_close](https://pytorch.org/docs/stable/testing.html?highlight=assert_close#torch.testing.assert_close) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.assert_close.html) | +| 62 | [torch.Tensor.mH](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mH) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.mH.html) | +| 63 | [torch.distributions.transforms.PositiveDefiniteTransform](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.transforms) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.distributions.transforms.PositiveDefiniteTransform.html) | +| 64 | [torch.\_foreach\_expm1\_](https://pytorch.org/docs/stable/generated/torch._foreach_expm1_.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_expm1_.html) | +| 65 | [torch.nn.Module.get_submodule](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_submodule) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_submodule.html) | +| 66 | [torch.std_mean](https://pytorch.org/docs/stable/generated/torch.std_mean.html?highlight=std_mean#torch.std_mean) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.std_mean.html) | +| 67 | [torch.addcmul](https://pytorch.org/docs/stable/generated/torch.addcmul.html#torch.addcmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addcmul.html) | +| 68 | [torch.Tensor.xlogy](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy.html#torch.Tensor.xlogy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.xlogy.html) | +| 69 | [torch.Tensor.histogram](https://pytorch.org/docs/stable/generated/torch.Tensor.histogram.html#torch.Tensor.histogram) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.histogram.html) | +| 70 | [torch.Tensor.addr](https://pytorch.org/docs/stable/generated/torch.Tensor.addr.html#torch.Tensor.addr) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addr.html) | +| 71 | [torch.\_foreach\_acos\_](https://pytorch.org/docs/stable/generated/torch._foreach_acos_.html#torch-foreach-acos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_acos_.html) | +| 72 | [torch.\_foreach\_reciprocal](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal.html#torch-foreach-reciprocal) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_reciprocal.html) | +| 73 | [torch.addmv](https://pytorch.org/docs/stable/generated/torch.addmv.html?highlight=addmv#torch.addmv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addmv.html) | +| 74 | [torch.\_foreach\_sigmoid](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid.html#torch-foreach-sigmoid) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sigmoid.html) | +| 75 | [torch.Tensor.reshape_as](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape_as.html#torch.Tensor.reshape_as) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.reshape_as.html) | +| 76 | [torch.\_foreach\_exp](https://pytorch.org/docs/stable/generated/torch._foreach_exp.html#torch-foreach-exp) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_exp.html) | +| 77 | [torch.Generator](https://pytorch.org/docs/stable/generated/torch.Generator.html#generator) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Generator.html) | +| 78 | [torch.inference_mode](https://pytorch.org/docs/stable/generated/torch.inference_mode.html#torch.inference_mode) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.inference_mode.html) | +| 79 | [torch.Tensor.float\_power\_](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power_.html#torch.Tensor.float_power_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.float_power_.html) | +| 80 | [torch._assert](https://pytorch.org/docs/stable/generated/torch._assert.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._assert.html) | +| 81 | [torch.\_foreach\_cosh](https://pytorch.org/docs/stable/generated/torch._foreach_cosh.html#torch-foreach-cosh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cosh.html) | +| 82 | [torch.\_foreach\_log2](https://pytorch.org/docs/stable/generated/torch._foreach_log2.html#torch-foreach-log2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log2.html) | +| 83 | [torch.\_foreach\_asin](https://pytorch.org/docs/stable/generated/torch._foreach_asin.html#torch-foreach-asin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_asin.html) | +| 84 | [torch.backends.cudnn.is_available](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cudnn.is_available) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.backends.cudnn.is_available.html) | +| 85 | [torch.autograd.Variable](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.autograd.Variable.html) | +| 86 | [torch.special.xlogy](https://pytorch.org/docs/stable/special.html#torch.special.xlogy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlogy.html) | +| 87 | [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.device.html) | +| 88 | [torch.special.expit](https://pytorch.org/docs/stable/special.html#torch.special.expit) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.expit.html) | +| 89 | [torch.Tensor.addr_](https://pytorch.org/docs/stable/generated/torch.Tensor.addr_.html#torch.Tensor.addr_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addr_.html) | +| 90 | [torch.\_foreach\_erf](https://pytorch.org/docs/stable/generated/torch._foreach_erf.html#torch-foreach-erf) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erf.html) | +| 91 | [torch.\_foreach\_cosh\_](https://pytorch.org/docs/stable/generated/torch._foreach_cosh_.html#torch-foreach-cosh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cosh_.html) | +| 92 | [torch.\_foreach\_log1p\_](https://pytorch.org/docs/stable/generated/torch._foreach_log1p_.html#torch-foreach-log1p) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log1p_.html) | +| 93 | [torch.\_foreach\_sqrt](https://pytorch.org/docs/stable/generated/torch._foreach_sqrt.html#torch-foreach-sqrt) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sqrt.html) | +| 94 | [torch.nn.modules.module.register\_module\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_hook.html) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.module.register_module_forward_hook.html) | +| 95 | [torch.detach](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.detach.html) | +| 96 | [torch.\_foreach\_acos](https://pytorch.org/docs/stable/generated/torch._foreach_acos.html#torch-foreach-acos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_acos.html) | +| 97 | [torch.index_copy](https://pytorch.org/docs/stable/generated/torch.index_copy.html#torch.index_copy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.index_copy.html) | +| 98 | [torch.Tensor.erfc_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc_.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.erfc_.html) | +| 99 | [torch.\_foreach\_lgamma\_](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma_.html#torch-foreach-lgamma) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_lgamma_.html) | +| 100 | [transformers.PreTrainedModel.get\_head\_mask](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.modeling_utils.ModuleUtilsMixin.get_head_mask) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.get_head_mask.html) | +| 101 | [torch.\_foreach\_floor\_](https://pytorch.org/docs/stable/generated/torch._foreach_floor_.html#torch-foreach-floor) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_floor_.html) | +| 102 | [torch.nn.functional.\_Reduction.get\_enum](https://github.com/pytorch/pytorch/blob/3045b16488f14c9d941d33d63417e6ea52fb2544/torch/nn/_reduction.py#L7) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.functional._Reduction.get_enum.html) | +| 103 | [torch.\_foreach\_sqrt\_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sqrt_.html#torch-foreach-sqrt) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sqrt_.html) | +| 104 | [torch.\_foreach\_zero\_](https://pytorch.org/docs/stable/generated/torch._foreach_zero_.html#torch-foreach-zero) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_zero_.html) | +| 105 | [torch.\_foreach\_erfc](https://pytorch.org/docs/stable/generated/torch._foreach_erfc.html#torch-foreach-erfc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erfc.html) | +| 106 | [torch.\_foreach\_abs](https://pytorch.org/docs/stable/generated/torch._foreach_abs.html#torch-foreach-abs) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_abs.html) | +| 107 | [torch.optim.lr_scheduler.CosineAnnealingWarmRestarts](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html) | [paddle.optimizer.lr.CosineAnnealingWarmRestarts](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/optimizer/lr.py#L2371) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html) | +| 108 | [torch.\_foreach\_cos\_](https://pytorch.org/docs/stable/generated/torch._foreach_cos_.html#torch-foreach-cos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cos_.html) | +| 109 | [torch.Tensor.addmv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv_.html#torch.Tensor.addmv_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addmv_.html) | +| 110 | [torch.Tensor.float_power](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power.html#torch.Tensor.float_power) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.float_power.html) | +| 111 | [torch.addr](https://pytorch.org/docs/stable/generated/torch.addr.html?highlight=addr#torch.addr) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addr.html) | +| 112 | [torch.\_foreach\_sin\_](https://pytorch.org/docs/stable/generated/torch._foreach_sin_.html#torch-foreach-sin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sin_.html) | +| 113 | [torch.Tensor.nbytes](https://pytorch.org/docs/stable/generated/torch.Tensor.nbytes.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.nbytes.html) | +| 114 | [torch.special.ndtr](https://pytorch.org/docs/stable/special.html#torch.special.ndtr) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.ndtr.html) | +| 115 | [flash\_attn.layers.rotary.apply\_rotary\_emb\_func](https://github.com/Dao-AILab/flash-attention/blob/c4b9015d74bd9f638c6fd574482accf4bbbd4197/flash_attn/layers/rotary.py#L128) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/flash_attn.layers.rotary.apply_rotary_emb_func.html) | +| 116 | [torch.addbmm](https://pytorch.org/docs/stable/generated/torch.addbmm.html#torch.addbmm) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addbmm.html) | +| 117 | [torch.\_foreach\_exp\_](https://pytorch.org/docs/stable/generated/torch._foreach_exp_.html#torch._foreach_exp_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_exp_.html) | +| 118 | [torch.initial_seed](https://pytorch.org/docs/stable/generated/torch.initial_seed.html?highlight=initial_seed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.initial_seed.html) | +| 119 | [torch.\_foreach\_neg\_](https://pytorch.org/docs/stable/generated/torch._foreach_neg_.html#torch-foreach-neg) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_neg_.html) | +| 120 | [torch.optim.lr_scheduler.LRScheduler](https://docs.pytorch.org/docs/2.7/generated/torch.optim.lr_scheduler.LRScheduler.html#torch.optim.lr_scheduler.LRScheduler) | [paddle.optimizer.lr.LRScheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LRScheduler_cn.html#lrscheduler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LRScheduler.html) | +| 121 | [torch.can_cast](https://pytorch.org/docs/stable/generated/torch.can_cast.html#torch-can-cast) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.can_cast.html) | +| 122 | [torch.\_foreach\_asin\_](https://pytorch.org/docs/stable/generated/torch._foreach_asin_.html#torch-foreach-asin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_asin_.html) | +| 123 | [torch.\_foreach\_abs\_](https://pytorch.org/docs/stable/generated/torch._foreach_abs_.html#torch-foreach-abs) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_abs_.html) | +| 124 | [torch.\_foreach\_atan](https://pytorch.org/docs/stable/generated/torch._foreach_atan.html#torch-foreach-atan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_atan.html) | +| 125 | [torch.\_foreach\_trunc](https://pytorch.org/docs/stable/generated/torch._foreach_trunc.html#torch-foreach-trunc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_trunc.html) | +| 126 | [torch.Tensor.adjoint](https://pytorch.org/docs/stable/generated/torch.Tensor.adjoint.html#torch.Tensor.adjoint) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.adjoint.html) | +| 127 | [torch.optim.lr_scheduler.StepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.StepLR.html) | [paddle.optimizer.lr.StepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/StepDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.StepLR.html) | +| 128 | [torch.Tensor.addbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm_.html#torch.Tensor.addbmm_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addbmm_.html) | +| 129 | [torch.\_foreach\_sinh](https://pytorch.org/docs/stable/generated/torch._foreach_sinh.html#torch-foreach-sinh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sinh.html) | +| 130 | [torch.\_foreach\_sigmoid\_](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid_.html#torch-foreach-sigmoid) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sigmoid_.html) | +| 131 | [transformers.PreTrainedModel](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel) | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.html) | +| 132 | [torch.\_foreach\_frac](https://pytorch.org/docs/stable/generated/torch._foreach_frac.html#torch-foreach-frac) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_frac.html) | +| 133 | [torch.optim.lr_scheduler.MultiStepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiStepLR.html) | [paddle.optimizer.lr.MultiStepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiStepDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.MultiStepLR.html) | +| 134 | [torch.Tensor.requires\_grad\_](https://pytorch.org/docs/stable/generated/torch.Tensor.requires_grad_.html?highlight=requires_grad_#torch.Tensor.requires_grad_) | [paddle.Tensor.stop_gradient](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#stop-gradient) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.requires_grad_.html) | +| 135 | [torch.special.xlog1py](https://pytorch.org/docs/stable/special.html#torch.special.xlog1py) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlog1py.html) | +| 136 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch-cuda-is-available) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.is_available.html) | +| 137 | [torch.\_foreach\_lgamma](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma.html#torch-foreach-lgamma) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_lgamma.html) | +| 138 | [torch.nn.modules.utils._pair](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L198) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.utils._pair.html) | +| 139 | [torch.\_foreach\_log2\_](https://pytorch.org/docs/stable/generated/torch._foreach_log2_.html#torch-foreach-log2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log2_.html) | +| 140 | [torch.special.erfc](https://pytorch.org/docs/stable/special.html#torch.special.erfc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfc.html) | +| 141 | [torch.\_foreach\_neg](https://pytorch.org/docs/stable/generated/torch._foreach_neg.html#torch-foreach-neg) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_neg.html) | +| 142 | [torch.testing.assert_allclose](https://pytorch.org/docs/stable/testing.html?highlight=torch+testing+assert_allclose#torch.testing.assert_allclose) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.assert_allclose.html) | +| 143 | [torch.Tensor.resize\_as\_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_as_.html?highlight=resize_as#torch.Tensor.resize_as_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.resize_as_.html) | +| 144 | [torch.select](https://pytorch.org/docs/stable/generated/torch.select.html#torch.select) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.select.html) | +| 145 | [torch.utils.set_module](https://docs.pytorch.org/docs/stable/generated/torch.utils.set_module.html#torch-utils-set-module) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.utils.set_module.html) | +| 146 | [torch.logaddexp2](https://pytorch.org/docs/stable/generated/torch.logaddexp2.html#torch.logaddexp2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.logaddexp2.html) | +| 147 | [torch.Tensor.logdet](https://pytorch.org/docs/stable/generated/torch.Tensor.logdet.html#torch.Tensor.logdet) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.logdet.html) | +| 148 | [torch.optim.lr_scheduler.ExponentialLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ExponentialLR.html) | [paddle.optimizer.lr.ExponentialDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ExponentialDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ExponentialLR.html) | +| 149 | [torch.\_foreach\_log1p](https://pytorch.org/docs/stable/generated/torch._foreach_log1p.html#torch-foreach-log1p) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log1p.html) | +| 150 | [torch.is_nonzero](https://pytorch.org/docs/stable/generated/torch.is_nonzero.html#torch.is_nonzero) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.is_nonzero.html) | +| 151 | [torch.Tensor.logaddexp2](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp2.html#torch.Tensor.logaddexp2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.logaddexp2.html) | +| 152 | [torch.Tensor.addcmul](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul.html#torch.Tensor.addcmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcmul.html) | +| 153 | [torch.\_foreach\_tan\_](https://pytorch.org/docs/stable/generated/torch._foreach_tan_.html#torch-foreach-tan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_tan_.html) | +| 154 | [torch.\_foreach\_log10\_](https://pytorch.org/docs/stable/generated/torch._foreach_log10_.html#torch-foreach-log10) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log10_.html) | +| 155 | [torch.\_foreach\_trunc\_](https://pytorch.org/docs/stable/generated/torch._foreach_trunc_.html#torch-foreach-trunc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_trunc_.html) | +| 156 | [torch.get\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_interop_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.get_num_interop_threads.html) | +| 157 | [transformers.logging.get_logger](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/utils/logging.py#L147) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.html) | +| 158 | [torch.\_foreach\_log\_](https://pytorch.org/docs/stable/generated/torch._foreach_log_.html#torch-foreach-log) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log_.html) | +| 159 | [torch.special.erfcx](https://pytorch.org/docs/stable/special.html#torch.special.erfcx) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfcx.html) | +| 160 | [torch.optim.lr_scheduler.OneCycleLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.OneCycleLR.html) | [paddle.optimizer.lr.OneCycleLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/OneCycleLR_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.OneCycleLR.html) | +| 161 | [torch.\_foreach\_erfc\_](https://pytorch.org/docs/stable/generated/torch._foreach_erfc_.html#torch-foreach-erfc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erfc_.html) | +| 162 | [torch.\_foreach\_expm1](https://pytorch.org/docs/stable/generated/torch._foreach_expm1.html#torch-foreach-expm1) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_expm1.html) | +| 163 | [torch.Tensor.index\_copy\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_copy_.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.index_copy_.html) | +| 164 | [torch.Tensor.H](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.H) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.H.html) | +| 165 | [torch.\_foreach\_round](https://pytorch.org/docs/stable/generated/torch._foreach_round.html#torch-foreach-round) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_round.html) | +| 166 | [torch.optim.lr_scheduler.LinearLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LinearLR.html) | [paddle.optimizer.lr.LinearLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LinearLR_cn.html#linearlr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LinearLR.html) | +| 167 | [torch.\_foreach\_reciprocal\_](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal_.html#torch-foreach-reciprocal) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_reciprocal_.html) | +| 168 | [torch.float_power](https://pytorch.org/docs/stable/generated/torch.float_power.html#torch-float-power) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.float_power.html) | +| 169 | [torch.Tensor.addcdiv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv_.html#torch.Tensor.addcdiv_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcdiv_.html) | +| 170 | [torch.distributed.Backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.Backend) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.distributed.Backend.html) | +| 171 | [torch.special.ndtri](https://pytorch.org/docs/stable/special.html#torch.special.ndtri) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.ndtri.html) | +| 172 | [transformers.PreTrainedModel.post_init](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel.post_init) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.post_init.html) | ### 11. 可删除 **分类简介** @@ -1843,170 +1843,170 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | flash_attn.flash_attn_interface.flash_attn_varlen_func | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | ``flash_attn.flash_attn_interface.flash_attn_unpadded_func`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md)] | -| 2 | torch.Tensor.arctan2 | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | ``torch.Tensor.atan2`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.atan2.md)] | +| 1 | flash_attn.flash_attn_interface.flash_attn_varlen_func | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | ``flash_attn.flash_attn_interface.flash_attn_unpadded_func`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_unpadded_func.html)] | +| 2 | torch.Tensor.arctan2 | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | ``torch.Tensor.atan2`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.atan2.html)] | | 3 | torch.Tensor.arctan2_ | - | ``torch.Tensor.atan2_`` 别名, [-] | -| 4 | torch.Tensor.greater | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | ``torch.Tensor.gt`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt.md)] | -| 5 | torch.Tensor.greater_ | paddle.Tensor.greater_than_ | ``torch.Tensor.gt_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt_.md)] | -| 6 | torch.Tensor.greater_equal | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | ``torch.Tensor.ge`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge.md)] | -| 7 | torch.Tensor.greater_equal_ | paddle.Tensor.greater_equal_ | ``torch.Tensor.ge_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge_.md)] | -| 8 | torch.Tensor.less | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | ``torch.Tensor.lt`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt.md)] | -| 9 | torch.Tensor.less_ | paddle.Tensor.less_than_ | ``torch.Tensor.lt_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt_.md)] | -| 10 | torch.Tensor.less_equal | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | ``torch.Tensor.le`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le.md)] | -| 11 | torch.Tensor.less_equal_ | paddle.Tensor.less_equal_ | ``torch.Tensor.le_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le_.md)] | -| 12 | torch.Tensor.not_equal | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | ``torch.Tensor.ne`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne.md)] | -| 13 | torch.Tensor.not_equal_ | paddle.Tensor.not_equal_ | ``torch.Tensor.ne_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne_.md)] | -| 14 | torch.Tensor.subtract | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.Tensor.sub`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub.md)] | -| 15 | torch.Tensor.subtract_ | paddle.Tensor.subtract_ | ``torch.Tensor.sub_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub_.md)] | -| 16 | torch.absolute | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | ``torch.abs`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.abs.md)] | -| 17 | torch.absolute_ | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | ``torch.abs_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.abs_.md)] | -| 18 | torch.adaptive_avg_pool1d | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | ``torch.nn.functional.adaptive_avg_pool1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool1d.md)] | -| 19 | torch.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | ``torch.amp.autocast`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.amp.autocast.md)] | -| 20 | torch.arccos | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | ``torch.acos`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acos.md)] | -| 21 | torch.arccosh | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | ``torch.acosh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acosh.md)] | -| 22 | torch.arcsin | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | ``torch.asin`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asin.md)] | -| 23 | torch.arcsinh | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | ``torch.asinh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asinh.md)] | -| 24 | torch.arctan | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | ``torch.atan`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan.md)] | -| 25 | torch.arctan2 | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | ``torch.atan2`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan2.md)] | -| 26 | torch.arctanh | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | ``torch.atanh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atanh.md)] | -| 27 | torch.avg_pool1d | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | ``torch.nn.functional.avg_pool1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool1d.md)] | -| 28 | torch.bilinear | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | ``torch.nn.functional.bilinear`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.bilinear.md)] | +| 4 | torch.Tensor.greater | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | ``torch.Tensor.gt`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt.html)] | +| 5 | torch.Tensor.greater_ | paddle.Tensor.greater_than_ | ``torch.Tensor.gt_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt_.html)] | +| 6 | torch.Tensor.greater_equal | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | ``torch.Tensor.ge`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge.html)] | +| 7 | torch.Tensor.greater_equal_ | paddle.Tensor.greater_equal_ | ``torch.Tensor.ge_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge_.html)] | +| 8 | torch.Tensor.less | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | ``torch.Tensor.lt`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt.html)] | +| 9 | torch.Tensor.less_ | paddle.Tensor.less_than_ | ``torch.Tensor.lt_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt_.html)] | +| 10 | torch.Tensor.less_equal | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | ``torch.Tensor.le`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le.html)] | +| 11 | torch.Tensor.less_equal_ | paddle.Tensor.less_equal_ | ``torch.Tensor.le_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le_.html)] | +| 12 | torch.Tensor.not_equal | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | ``torch.Tensor.ne`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne.html)] | +| 13 | torch.Tensor.not_equal_ | paddle.Tensor.not_equal_ | ``torch.Tensor.ne_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne_.html)] | +| 14 | torch.Tensor.subtract | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.Tensor.sub`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub.html)] | +| 15 | torch.Tensor.subtract_ | paddle.Tensor.subtract_ | ``torch.Tensor.sub_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub_.html)] | +| 16 | torch.absolute | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | ``torch.abs`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.abs.html)] | +| 17 | torch.absolute_ | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | ``torch.abs_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.abs_.html)] | +| 18 | torch.adaptive_avg_pool1d | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | ``torch.nn.functional.adaptive_avg_pool1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool1d.html)] | +| 19 | torch.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | ``torch.amp.autocast`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.amp.autocast.html)] | +| 20 | torch.arccos | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | ``torch.acos`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acos.html)] | +| 21 | torch.arccosh | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | ``torch.acosh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acosh.html)] | +| 22 | torch.arcsin | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | ``torch.asin`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asin.html)] | +| 23 | torch.arcsinh | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | ``torch.asinh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asinh.html)] | +| 24 | torch.arctan | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | ``torch.atan`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan.html)] | +| 25 | torch.arctan2 | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | ``torch.atan2`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan2.html)] | +| 26 | torch.arctanh | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | ``torch.atanh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atanh.html)] | +| 27 | torch.avg_pool1d | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | ``torch.nn.functional.avg_pool1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool1d.html)] | +| 28 | torch.bilinear | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | ``torch.nn.functional.bilinear`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.bilinear.html)] | | 29 | torch.celu_ | - | ``torch.nn.functional.celu_`` 别名, [-] | -| 30 | torch.channel_shuffle | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | ``torch.nn.functional.channel_shuffle`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.channel_shuffle.md)] | -| 31 | torch.conv1d | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | ``torch.nn.functional.conv1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv1d.md)] | -| 32 | torch.conv2d | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | ``torch.nn.functional.conv2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv2d.md)] | -| 33 | torch.conv3d | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | ``torch.nn.functional.conv3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv3d.md)] | +| 30 | torch.channel_shuffle | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | ``torch.nn.functional.channel_shuffle`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.channel_shuffle.html)] | +| 31 | torch.conv1d | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | ``torch.nn.functional.conv1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv1d.html)] | +| 32 | torch.conv2d | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | ``torch.nn.functional.conv2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv2d.html)] | +| 33 | torch.conv3d | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | ``torch.nn.functional.conv3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv3d.html)] | | 34 | torch.conv_tbc | - | ``torch.nn.functional.conv_tbc`` 别名, [-] | -| 35 | torch.conv_transpose1d | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | ``torch.nn.functional.conv_transpose1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose1d.md)] | -| 36 | torch.conv_transpose2d | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | ``torch.nn.functional.conv_transpose2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose2d.md)] | -| 37 | torch.conv_transpose3d | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | ``torch.nn.functional.conv_transpose3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose3d.md)] | -| 38 | torch.cosine_similarity | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | ``torch.nn.functional.cosine_similarity`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.cosine_similarity.md)] | -| 39 | torch.cuda.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | ``torch.cuda.amp.autocast`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.amp.autocast.md)] | -| 40 | torch.digamma | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | ``torch.special.digamma`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.digamma.md)] | -| 41 | torch.distributions.AbsTransform | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | ``torch.distributions.transforms.AbsTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AbsTransform.md)] | -| 42 | torch.distributions.AffineTransform | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | ``torch.distributions.transforms.AffineTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AffineTransform.md)] | -| 43 | torch.distributions.Bernoulli | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | ``torch.distributions.bernoulli.Bernoulli`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.bernoulli.Bernoulli.md)] | -| 44 | torch.distributions.Beta | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | ``torch.distributions.beta.Beta`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.beta.Beta.md)] | -| 45 | torch.distributions.Binomial | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | ``torch.distributions.binomial.Binomial`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.binomial.Binomial.md)] | +| 35 | torch.conv_transpose1d | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | ``torch.nn.functional.conv_transpose1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose1d.html)] | +| 36 | torch.conv_transpose2d | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | ``torch.nn.functional.conv_transpose2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose2d.html)] | +| 37 | torch.conv_transpose3d | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | ``torch.nn.functional.conv_transpose3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose3d.html)] | +| 38 | torch.cosine_similarity | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | ``torch.nn.functional.cosine_similarity`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.cosine_similarity.html)] | +| 39 | torch.cuda.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | ``torch.cuda.amp.autocast`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.amp.autocast.html)] | +| 40 | torch.digamma | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | ``torch.special.digamma`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.digamma.html)] | +| 41 | torch.distributions.AbsTransform | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | ``torch.distributions.transforms.AbsTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AbsTransform.html)] | +| 42 | torch.distributions.AffineTransform | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | ``torch.distributions.transforms.AffineTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AffineTransform.html)] | +| 43 | torch.distributions.Bernoulli | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | ``torch.distributions.bernoulli.Bernoulli`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.bernoulli.Bernoulli.html)] | +| 44 | torch.distributions.Beta | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | ``torch.distributions.beta.Beta`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.beta.Beta.html)] | +| 45 | torch.distributions.Binomial | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | ``torch.distributions.binomial.Binomial`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.binomial.Binomial.html)] | | 46 | torch.distributions.CatTransform | - | ``torch.distributions.transforms.CatTransform`` 别名, [-] | -| 47 | torch.distributions.Categorical | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | ``torch.distributions.categorical.Categorical`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.categorical.Categorical.md)] | -| 48 | torch.distributions.Cauchy | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | ``torch.distributions.cauchy.Cauchy`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.cauchy.Cauchy.md)] | -| 49 | torch.distributions.ComposeTransform | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | ``torch.distributions.transforms.ComposeTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ComposeTransform.md)] | -| 50 | torch.distributions.ContinuousBernoulli | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | ``torch.distributions.continuous_bernoulli.ContinuousBernoulli`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md)] | +| 47 | torch.distributions.Categorical | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | ``torch.distributions.categorical.Categorical`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.categorical.Categorical.html)] | +| 48 | torch.distributions.Cauchy | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | ``torch.distributions.cauchy.Cauchy`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.cauchy.Cauchy.html)] | +| 49 | torch.distributions.ComposeTransform | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | ``torch.distributions.transforms.ComposeTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ComposeTransform.html)] | +| 50 | torch.distributions.ContinuousBernoulli | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | ``torch.distributions.continuous_bernoulli.ContinuousBernoulli`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.continuous_bernoulli.ContinuousBernoulli.html)] | | 51 | torch.distributions.CumulativeDistributionTransform | - | ``torch.distributions.transforms.CumulativeDistributionTransform`` 别名, [-] | -| 52 | torch.distributions.Dirichlet | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | ``torch.distributions.dirichlet.Dirichlet`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.dirichlet.Dirichlet.md)] | -| 53 | torch.distributions.Distribution | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | ``torch.distributions.distribution.Distribution`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.distribution.Distribution.md)] | -| 54 | torch.distributions.Distribution.rsample | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | ``torch.distributions.distribution.Distribution.rsample`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.rsample.md)] | -| 55 | torch.distributions.Distribution.sample | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | ``torch.distributions.distribution.Distribution.sample`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.sample.md)] | -| 56 | torch.distributions.ExpTransform | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | ``torch.distributions.transforms.ExpTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ExpTransform.md)] | -| 57 | torch.distributions.Exponential | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | ``torch.distributions.exponential.Exponential`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exponential.Exponential.md)] | -| 58 | torch.distributions.ExponentialFamily | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | ``torch.distributions.exp_family.ExponentialFamily`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exp_family.ExponentialFamily.md)] | -| 59 | torch.distributions.Geometric | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | ``torch.distributions.geometric.Geometric`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.geometric.Geometric.md)] | -| 60 | torch.distributions.Gumbel | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | ``torch.distributions.gumbel.Gumbel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gumbel.Gumbel.md)] | -| 61 | torch.distributions.Independent | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | ``torch.distributions.independent.Independent`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.independent.Independent.md)] | -| 62 | torch.distributions.IndependentTransform | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | ``torch.distributions.transforms.IndependentTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.IndependentTransform.md)] | -| 63 | torch.distributions.Laplace | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | ``torch.distributions.laplace.Laplace`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.laplace.Laplace.md)] | -| 64 | torch.distributions.LogNormal | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | ``torch.distributions.log_normal.LogNormal`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.log_normal.LogNormal.md)] | -| 65 | torch.distributions.Multinomial | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | ``torch.distributions.multinomial.Multinomial`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multinomial.Multinomial.md)] | -| 66 | torch.distributions.MultivariateNormal | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | ``torch.distributions.multivariate_normal.MultivariateNormal`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multivariate_normal.MultivariateNormal.md)] | -| 67 | torch.distributions.Normal | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | ``torch.distributions.normal.Normal`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.normal.Normal.md)] | +| 52 | torch.distributions.Dirichlet | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | ``torch.distributions.dirichlet.Dirichlet`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.dirichlet.Dirichlet.html)] | +| 53 | torch.distributions.Distribution | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | ``torch.distributions.distribution.Distribution`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.distribution.Distribution.html)] | +| 54 | torch.distributions.Distribution.rsample | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | ``torch.distributions.distribution.Distribution.rsample`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.rsample.html)] | +| 55 | torch.distributions.Distribution.sample | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | ``torch.distributions.distribution.Distribution.sample`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.sample.html)] | +| 56 | torch.distributions.ExpTransform | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | ``torch.distributions.transforms.ExpTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ExpTransform.html)] | +| 57 | torch.distributions.Exponential | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | ``torch.distributions.exponential.Exponential`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exponential.Exponential.html)] | +| 58 | torch.distributions.ExponentialFamily | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | ``torch.distributions.exp_family.ExponentialFamily`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exp_family.ExponentialFamily.html)] | +| 59 | torch.distributions.Geometric | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | ``torch.distributions.geometric.Geometric`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.geometric.Geometric.html)] | +| 60 | torch.distributions.Gumbel | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | ``torch.distributions.gumbel.Gumbel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gumbel.Gumbel.html)] | +| 61 | torch.distributions.Independent | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | ``torch.distributions.independent.Independent`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.independent.Independent.html)] | +| 62 | torch.distributions.IndependentTransform | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | ``torch.distributions.transforms.IndependentTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.IndependentTransform.html)] | +| 63 | torch.distributions.Laplace | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | ``torch.distributions.laplace.Laplace`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.laplace.Laplace.html)] | +| 64 | torch.distributions.LogNormal | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | ``torch.distributions.log_normal.LogNormal`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.log_normal.LogNormal.html)] | +| 65 | torch.distributions.Multinomial | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | ``torch.distributions.multinomial.Multinomial`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multinomial.Multinomial.html)] | +| 66 | torch.distributions.MultivariateNormal | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | ``torch.distributions.multivariate_normal.MultivariateNormal`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multivariate_normal.MultivariateNormal.html)] | +| 67 | torch.distributions.Normal | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | ``torch.distributions.normal.Normal`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.normal.Normal.html)] | | 68 | torch.distributions.OneHotCategorical | - | ``torch.distributions.one_hot_categorical.OneHotCategorical`` 别名, [-] | -| 69 | torch.distributions.PowerTransform | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | ``torch.distributions.transforms.PowerTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.PowerTransform.md)] | -| 70 | torch.distributions.ReshapeTransform | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | ``torch.distributions.transforms.ReshapeTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ReshapeTransform.md)] | -| 71 | torch.distributions.SigmoidTransform | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | ``torch.distributions.transforms.SigmoidTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SigmoidTransform.md)] | -| 72 | torch.distributions.SoftmaxTransform | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | ``torch.distributions.transforms.SoftmaxTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SoftmaxTransform.md)] | +| 69 | torch.distributions.PowerTransform | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | ``torch.distributions.transforms.PowerTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.PowerTransform.html)] | +| 70 | torch.distributions.ReshapeTransform | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | ``torch.distributions.transforms.ReshapeTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ReshapeTransform.html)] | +| 71 | torch.distributions.SigmoidTransform | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | ``torch.distributions.transforms.SigmoidTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SigmoidTransform.html)] | +| 72 | torch.distributions.SoftmaxTransform | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | ``torch.distributions.transforms.SoftmaxTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SoftmaxTransform.html)] | | 73 | torch.distributions.SoftplusTransform | - | ``torch.distributions.transforms.SoftplusTransform`` 别名, [-] | -| 74 | torch.distributions.StackTransform | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | ``torch.distributions.transforms.StackTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StackTransform.md)] | -| 75 | torch.distributions.StickBreakingTransform | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | ``torch.distributions.transforms.StickBreakingTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StickBreakingTransform.md)] | -| 76 | torch.distributions.TanhTransform | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | ``torch.distributions.transforms.TanhTransform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.TanhTransform.md)] | -| 77 | torch.distributions.Transform | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | ``torch.distributions.transforms.Transform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.Transform.md)] | -| 78 | torch.distributions.TransformedDistribution | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | ``torch.distributions.transformed_distribution.TransformedDistribution`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transformed_distribution.TransformedDistribution.md)] | -| 79 | torch.distributions.Uniform | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | ``torch.distributions.uniform.Uniform`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.uniform.Uniform.md)] | -| 80 | torch.erf | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | ``torch.special.erf`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erf.md)] | -| 81 | torch.erfc | - | ``torch.special.erfc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfc.md)] | -| 82 | torch.erfinv | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | ``torch.special.erfinv`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erfinv.md)] | -| 83 | torch.exp2 | - | ``torch.special.exp2`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.exp2.md)] | -| 84 | torch.expm1 | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | ``torch.special.expm1`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.expm1.md)] | -| 85 | torch.functional.block_diag | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | ``torch.block_diag`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.block_diag.md)] | -| 86 | torch.functional.broadcast_tensors | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | ``torch.broadcast_tensors`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.broadcast_tensors.md)] | -| 87 | torch.functional.cartesian_prod | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | ``torch.cartesian_prod`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cartesian_prod.md)] | -| 88 | torch.functional.cdist | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | ``torch.cdist`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cdist.md)] | -| 89 | torch.functional.istft | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | ``torch.istft`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.istft.md)] | -| 90 | torch.functional.lu | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | ``torch.lu`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu.md)] | -| 91 | torch.functional.meshgrid | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | ``torch.meshgrid`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.meshgrid.md)] | -| 92 | torch.functional.stft | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | ``torch.stft`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.stft.md)] | -| 93 | torch.functional.tensordot | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | ``torch.tensordot`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tensordot.md)] | -| 94 | torch.functional.unique | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | ``torch.unique`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.unique.md)] | -| 95 | torch.greater_equal | [paddle.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_equal_cn.html#greater-equal) | ``torch.ge`` 别名, [-] | -| 96 | torch.group_norm | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | ``torch.nn.functional.group_norm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.group_norm.md)] | -| 97 | torch.hardshrink | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | ``torch.nn.functional.hardshrink`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardshrink.md)] | -| 98 | torch.i0 | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | ``torch.special.i0`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0.md)] | -| 99 | torch.igamma | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammainc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammainc.md)] | -| 100 | torch.igammac | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammaincc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaincc.md)] | -| 101 | torch.layer_norm | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | ``torch.nn.functional.layer_norm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.layer_norm.md)] | -| 102 | torch.less | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | ``torch.lt`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lt.md)] | -| 103 | torch.less_equal | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | ``torch.le`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.le.md)] | -| 104 | torch.logit | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | ``torch.special.logit`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.logit.md)] | -| 105 | torch.matrix_exp | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | ``torch.linalg.matrix_exp`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.matrix_exp.md)] | -| 106 | torch.matrix_power | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | ``torch.linalg.matrix_power`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_power.md)] | -| 107 | torch.nn.NLLLoss2d | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | ``torch.nn.NLLLoss`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.NLLLoss.md)] | +| 74 | torch.distributions.StackTransform | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | ``torch.distributions.transforms.StackTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StackTransform.html)] | +| 75 | torch.distributions.StickBreakingTransform | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | ``torch.distributions.transforms.StickBreakingTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StickBreakingTransform.html)] | +| 76 | torch.distributions.TanhTransform | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | ``torch.distributions.transforms.TanhTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.TanhTransform.html)] | +| 77 | torch.distributions.Transform | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | ``torch.distributions.transforms.Transform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.Transform.html)] | +| 78 | torch.distributions.TransformedDistribution | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | ``torch.distributions.transformed_distribution.TransformedDistribution`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transformed_distribution.TransformedDistribution.html)] | +| 79 | torch.distributions.Uniform | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | ``torch.distributions.uniform.Uniform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.uniform.Uniform.html)] | +| 80 | torch.erf | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | ``torch.special.erf`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erf.html)] | +| 81 | torch.erfc | - | ``torch.special.erfc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfc.html)] | +| 82 | torch.erfinv | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | ``torch.special.erfinv`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erfinv.html)] | +| 83 | torch.exp2 | - | ``torch.special.exp2`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.exp2.html)] | +| 84 | torch.expm1 | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | ``torch.special.expm1`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.expm1.html)] | +| 85 | torch.functional.block_diag | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | ``torch.block_diag`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.block_diag.html)] | +| 86 | torch.functional.broadcast_tensors | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | ``torch.broadcast_tensors`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.broadcast_tensors.html)] | +| 87 | torch.functional.cartesian_prod | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | ``torch.cartesian_prod`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cartesian_prod.html)] | +| 88 | torch.functional.cdist | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | ``torch.cdist`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cdist.html)] | +| 89 | torch.functional.istft | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | ``torch.istft`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.istft.html)] | +| 90 | torch.functional.lu | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | ``torch.lu`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu.html)] | +| 91 | torch.functional.meshgrid | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | ``torch.meshgrid`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.meshgrid.html)] | +| 92 | torch.functional.stft | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | ``torch.stft`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.stft.html)] | +| 93 | torch.functional.tensordot | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | ``torch.tensordot`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tensordot.html)] | +| 94 | torch.functional.unique | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | ``torch.unique`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.unique.html)] | +| 95 | torch.greater_equal | [paddle.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_equal_cn.html#greater-equal) | ``torch.ge`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.ge.html)] | +| 96 | torch.group_norm | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | ``torch.nn.functional.group_norm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.group_norm.html)] | +| 97 | torch.hardshrink | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | ``torch.nn.functional.hardshrink`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardshrink.html)] | +| 98 | torch.i0 | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | ``torch.special.i0`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0.html)] | +| 99 | torch.igamma | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammainc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammainc.html)] | +| 100 | torch.igammac | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammaincc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaincc.html)] | +| 101 | torch.layer_norm | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | ``torch.nn.functional.layer_norm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.layer_norm.html)] | +| 102 | torch.less | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | ``torch.lt`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lt.html)] | +| 103 | torch.less_equal | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | ``torch.le`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.le.html)] | +| 104 | torch.logit | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | ``torch.special.logit`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.logit.html)] | +| 105 | torch.matrix_exp | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | ``torch.linalg.matrix_exp`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.matrix_exp.html)] | +| 106 | torch.matrix_power | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | ``torch.linalg.matrix_power`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_power.html)] | +| 107 | torch.nn.NLLLoss2d | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | ``torch.nn.NLLLoss`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.NLLLoss.html)] | | 108 | torch.nn.UninitializedParameter | - | ``torch.nn.parameter.UninitializedParameter`` 别名, [-] | -| 109 | torch.nn.modules.AvgPool1d | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | ``torch.nn.AvgPool1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool1d.md)] | -| 110 | torch.nn.modules.AvgPool2d | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | ``torch.nn.AvgPool2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool2d.md)] | -| 111 | torch.nn.modules.AvgPool3d | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | ``torch.nn.AvgPool3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool3d.md)] | -| 112 | torch.nn.modules.BatchNorm1d | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | ``torch.nn.BatchNorm1d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm1d.md)] | -| 113 | torch.nn.modules.BatchNorm2d | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | ``torch.nn.BatchNorm2d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm2d.md)] | -| 114 | torch.nn.modules.BatchNorm3d | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | ``torch.nn.BatchNorm3d`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm3d.md)] | -| 115 | torch.nn.modules.CosineSimilarity | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | ``torch.nn.CosineSimilarity`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.CosineSimilarity.md)] | -| 116 | torch.nn.modules.Dropout | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | ``torch.nn.Dropout`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout.md)] | -| 117 | torch.nn.modules.GroupNorm | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | ``torch.nn.GroupNorm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.GroupNorm.md)] | -| 118 | torch.nn.modules.LSTM | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | ``torch.nn.LSTM`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.LSTM.md)] | -| 119 | torch.nn.modules.Linear | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | ``torch.nn.Linear`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Linear.md)] | -| 120 | torch.nn.modules.Module | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | ``torch.nn.Module`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.md)] | -| 121 | torch.nn.modules.RNN | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | ``torch.nn.RNN`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.RNN.md)] | -| 122 | torch.nn.modules.RNNBase | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | ``torch.nn.RNNBase`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RNNBase.md)] | -| 123 | torch.nn.modules.RNNCell | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | ``torch.nn.RNNCell`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.RNNCell.md)] | +| 109 | torch.nn.modules.AvgPool1d | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | ``torch.nn.AvgPool1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool1d.html)] | +| 110 | torch.nn.modules.AvgPool2d | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | ``torch.nn.AvgPool2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool2d.html)] | +| 111 | torch.nn.modules.AvgPool3d | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | ``torch.nn.AvgPool3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool3d.html)] | +| 112 | torch.nn.modules.BatchNorm1d | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | ``torch.nn.BatchNorm1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm1d.html)] | +| 113 | torch.nn.modules.BatchNorm2d | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | ``torch.nn.BatchNorm2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm2d.html)] | +| 114 | torch.nn.modules.BatchNorm3d | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | ``torch.nn.BatchNorm3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm3d.html)] | +| 115 | torch.nn.modules.CosineSimilarity | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | ``torch.nn.CosineSimilarity`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.CosineSimilarity.html)] | +| 116 | torch.nn.modules.Dropout | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | ``torch.nn.Dropout`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout.html)] | +| 117 | torch.nn.modules.GroupNorm | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | ``torch.nn.GroupNorm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.GroupNorm.html)] | +| 118 | torch.nn.modules.LSTM | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | ``torch.nn.LSTM`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.LSTM.html)] | +| 119 | torch.nn.modules.Linear | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | ``torch.nn.Linear`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Linear.html)] | +| 120 | torch.nn.modules.Module | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | ``torch.nn.Module`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.html)] | +| 121 | torch.nn.modules.RNN | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | ``torch.nn.RNN`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.RNN.html)] | +| 122 | torch.nn.modules.RNNBase | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | ``torch.nn.RNNBase`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RNNBase.html)] | +| 123 | torch.nn.modules.RNNCell | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | ``torch.nn.RNNCell`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.RNNCell.html)] | | 124 | torch.nn.modules.RNNCellBase | - | ``torch.nn.RNNCellBase`` 别名, [-] | -| 125 | torch.nn.modules.SyncBatchNorm | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | ``torch.nn.SyncBatchNorm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.SyncBatchNorm.md)] | -| 126 | torch.nn.modules.activation.ReLU | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | ``torch.nn.ReLU`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU.md)] | -| 127 | torch.nn.parallel.DataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | ``torch.nn.DataParallel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.DataParallel.md)] | -| 128 | torch.nn.parallel.distributed.DistributedDataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | ``torch.nn.parallel.DistributedDataParallel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.parallel.DistributedDataParallel.md)] | -| 129 | torch.nn.utils.clip_grad_norm | [paddle.nn.utils.clip\_grad\_norm\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_norm__cn.html) | ``torch.nn.utils.clip_grad_norm_`` 别名, [-] | -| 130 | torch.nn.utils.parametrizations.spectral_norm | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | ``torch.nn.utils.spectral_norm`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.spectral_norm.md)] | -| 131 | torch.not_equal | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | ``torch.ne`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ne.md)] | -| 132 | torch.optim.sgd.SGD | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | ``torch.optim.SGD`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.SGD.md)] | -| 133 | torch.orgqr | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | ``torch.linalg.householder_product`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.householder_product.md)] | -| 134 | torch.pairwise_distance | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | ``torch.nn.functional.pairwise_distance`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pairwise_distance.md)] | -| 135 | torch.pdist | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | ``torch.nn.functional.pdist`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pdist.md)] | -| 136 | torch.pixel_shuffle | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | ``torch.nn.functional.pixel_shuffle`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_shuffle.md)] | -| 137 | torch.pixel_unshuffle | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | ``torch.nn.functional.pixel_unshuffle`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_unshuffle.md)] | -| 138 | torch.polygamma | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | ``torch.special.polygamma`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.polygamma.md)] | -| 139 | torch.prelu | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | ``torch.nn.functional.prelu`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.prelu.md)] | -| 140 | torch.random.get_rng_state | paddle.get_rng_state | ``torch.get_rng_state`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.get_rng_state.md)] | -| 141 | torch.random.seed | - | ``torch.seed`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.seed.md)] | -| 142 | torch.random.set_rng_state | paddle.set_rng_state | ``torch.set_rng_state`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.set_rng_state.md)] | -| 143 | torch.relu_ | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | ``torch.nn.functional.relu_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu_.md)] | -| 144 | torch.rrelu_ | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | ``torch.nn.functional.rrelu_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.rrelu_.md)] | +| 125 | torch.nn.modules.SyncBatchNorm | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | ``torch.nn.SyncBatchNorm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.SyncBatchNorm.html)] | +| 126 | torch.nn.modules.activation.ReLU | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | ``torch.nn.ReLU`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU.html)] | +| 127 | torch.nn.parallel.DataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | ``torch.nn.DataParallel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.DataParallel.html)] | +| 128 | torch.nn.parallel.distributed.DistributedDataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | ``torch.nn.parallel.DistributedDataParallel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.parallel.DistributedDataParallel.html)] | +| 129 | torch.nn.utils.clip_grad_norm | [paddle.nn.utils.clip\_grad\_norm\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_norm__cn.html) | ``torch.nn.utils.clip_grad_norm_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.clip_grad_norm_.html)] | +| 130 | torch.nn.utils.parametrizations.spectral_norm | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | ``torch.nn.utils.spectral_norm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.spectral_norm.html)] | +| 131 | torch.not_equal | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | ``torch.ne`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ne.html)] | +| 132 | torch.optim.sgd.SGD | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | ``torch.optim.SGD`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.SGD.html)] | +| 133 | torch.orgqr | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | ``torch.linalg.householder_product`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.householder_product.html)] | +| 134 | torch.pairwise_distance | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | ``torch.nn.functional.pairwise_distance`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pairwise_distance.html)] | +| 135 | torch.pdist | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | ``torch.nn.functional.pdist`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pdist.html)] | +| 136 | torch.pixel_shuffle | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | ``torch.nn.functional.pixel_shuffle`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_shuffle.html)] | +| 137 | torch.pixel_unshuffle | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | ``torch.nn.functional.pixel_unshuffle`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_unshuffle.html)] | +| 138 | torch.polygamma | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | ``torch.special.polygamma`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.polygamma.html)] | +| 139 | torch.prelu | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | ``torch.nn.functional.prelu`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.prelu.html)] | +| 140 | torch.random.get_rng_state | paddle.get_rng_state | ``torch.get_rng_state`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.get_rng_state.html)] | +| 141 | torch.random.seed | - | ``torch.seed`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.seed.html)] | +| 142 | torch.random.set_rng_state | paddle.set_rng_state | ``torch.set_rng_state`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.set_rng_state.html)] | +| 143 | torch.relu_ | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | ``torch.nn.functional.relu_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu_.html)] | +| 144 | torch.rrelu_ | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | ``torch.nn.functional.rrelu_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.rrelu_.html)] | | 145 | torch.selu_ | - | ``torch.nn.functional.selu_`` 别名, [-] | -| 146 | torch.sinc | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | ``torch.special.sinc`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.sinc.md)] | -| 147 | torch.subtract | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.sub`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sub.md)] | -| 148 | torch.tanh | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | ``torch.nn.functional.tanh`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanh.md)] | -| 149 | torch.threshold | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | ``torch.nn.functional.threshold`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.threshold.md)] | -| 150 | torch.threshold_ | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | ``torch.nn.functional.threshold_`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.threshold_.md)] | -| 151 | torch.trapz | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | ``torch.trapezoid`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trapezoid.md)] | -| 152 | torch.utils.data.DistributedSampler | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | ``torch.utils.data.distributed.DistributedSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.distributed.DistributedSampler.md)] | -| 153 | torch.utils.data._utils.collate.default_collate | paddle.io.dataloader.collate.default_collate_fn | ``torch.utils.data.default_collate`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.utils.data.default_collate.md)] | -| 154 | torch.utils.data.dataloader.DataLoader | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | ``torch.utils.data.DataLoader`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.DataLoader.md)] | -| 155 | torch.utils.data.sampler.BatchSampler | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | ``torch.utils.data.BatchSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.utils.data.BatchSampler.md)] | -| 156 | torch.utils.data.sampler.RandomSampler | [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler) | ``torch.utils.data.RandomSampler`` 别名, [-] | -| 157 | torch.utils.data.sampler.SubsetRandomSampler | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | ``torch.utils.data.SubsetRandomSampler`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.SubsetRandomSampler.md)] | -| 158 | torch.utils.data.sampler.WeightedRandomSampler | [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler) | ``torch.utils.data.WeightedRandomSampler`` 别名, [-] | -| 159 | torch.utils.model_zoo.load_url | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | ``torch.hub.load_state_dict_from_url`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load_state_dict_from_url.md)] | -| 160 | torch.xlogy | - | ``torch.special.xlogy`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlogy.md)] | +| 146 | torch.sinc | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | ``torch.special.sinc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.sinc.html)] | +| 147 | torch.subtract | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.sub`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sub.html)] | +| 148 | torch.tanh | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | ``torch.nn.functional.tanh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanh.html)] | +| 149 | torch.threshold | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | ``torch.nn.functional.threshold`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.threshold.html)] | +| 150 | torch.threshold_ | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | ``torch.nn.functional.threshold_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.threshold_.html)] | +| 151 | torch.trapz | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | ``torch.trapezoid`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trapezoid.html)] | +| 152 | torch.utils.data.DistributedSampler | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | ``torch.utils.data.distributed.DistributedSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.distributed.DistributedSampler.html)] | +| 153 | torch.utils.data._utils.collate.default_collate | paddle.io.dataloader.collate.default_collate_fn | ``torch.utils.data.default_collate`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.utils.data.default_collate.html)] | +| 154 | torch.utils.data.dataloader.DataLoader | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | ``torch.utils.data.DataLoader`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.DataLoader.html)] | +| 155 | torch.utils.data.sampler.BatchSampler | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | ``torch.utils.data.BatchSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.utils.data.BatchSampler.html)] | +| 156 | torch.utils.data.sampler.RandomSampler | [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler) | ``torch.utils.data.RandomSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.RandomSampler.html)] | +| 157 | torch.utils.data.sampler.SubsetRandomSampler | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | ``torch.utils.data.SubsetRandomSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.SubsetRandomSampler.html)] | +| 158 | torch.utils.data.sampler.WeightedRandomSampler | [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler) | ``torch.utils.data.WeightedRandomSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.WeightedRandomSampler.html)] | +| 159 | torch.utils.model_zoo.load_url | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | ``torch.hub.load_state_dict_from_url`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load_state_dict_from_url.html)] | +| 160 | torch.xlogy | - | ``torch.special.xlogy`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlogy.html)] | | 161 | torchvision.models.inception.Inception3 | - | ``torchvision.models.Inception3`` 别名, [-] | -| 162 | transformers.generation.logits_process.LogitsProcessorList | [paddlenlp.generation.LogitsProcessorList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/bloom/processor.py#L24) | ``transformers.generation.LogitsProcessorList`` 别名, [-] | -| 163 | transformers.modeling_utils.PreTrainedModel | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | ``transformers.PreTrainedModel`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.md)] | -| 164 | transformers.utils.logging.get_logger | - | ``transformers.logging.get_logger`` 别名, [[差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.md)] | +| 162 | transformers.generation.logits_process.LogitsProcessorList | [paddlenlp.generation.LogitsProcessorList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/bloom/processor.py#L24) | ``transformers.generation.LogitsProcessorList`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.generation.LogitsProcessorList.html)] | +| 163 | transformers.modeling_utils.PreTrainedModel | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | ``transformers.PreTrainedModel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.html)] | +| 164 | transformers.utils.logging.get_logger | - | ``transformers.logging.get_logger`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.html)] | ### 13. 功能缺失 **分类简介** @@ -2687,3 +2687,4 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 669 | [torch.cuda.comm.scatter](https://pytorch.org/docs/stable/generated/torch.cuda.comm.scatter.html#torch-cuda-comm-scatter) | - | 可新增,且框架底层有相关设计,成本低 | | 670 | [torch.cuda.comm.gather](https://pytorch.org/docs/stable/generated/torch.cuda.comm.gather.html#torch-cuda-comm-gather) | - | 可新增,且框架底层有相关设计,成本低 | | 671 | [torch.autograd.Function.jvp](https://pytorch.org/docs/stable/generated/torch.autograd.Function.jvp.html#torch-autograd-function-jvp) | - | 可新增,且框架底层有相关设计,成本低 | + diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py b/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py index 4d91948f433..1abd8eb166d 100644 --- a/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py +++ b/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py @@ -119,24 +119,26 @@ def get_mapping_doc_url(torch_api, base_dir): """ 根据torch_api名称,递归查找对应的差异对比文档,并返回Markdown格式的超链接字符串。 """ - mapping_url_head = "https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/" - + # mapping_url_head = "https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/" + mapping_url_head = "https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/" # 定义两个可能的文档目录路径 api_difference_dirs = [ os.path.join(base_dir, "api_difference"), # os.path.join(base_dir, "api_difference_third_party"), ] - + # 将torch_api中的特殊字符转换为下划线,并添加.md后缀,构成文件名 expected_filename = f"{torch_api}.md" + final_name = f"{torch_api}.html" for search_dir in api_difference_dirs: for root, dirs, files in os.walk(search_dir): if expected_filename in files: relative_path = os.path.relpath( - os.path.join(root, expected_filename), base_dir + os.path.join(root, final_name), base_dir ) full_url = mapping_url_head + relative_path.replace(os.sep, "/") + return f"[差异对比]({full_url})" return "-" @@ -564,7 +566,8 @@ def update_mapping_table( # 获取URL信息 src_api_url = mapping_info.get("src_api_url", "") dst_api_url = mapping_info.get("dst_api_url", "") - github_url = convert_to_github_url(api_md, base_dir) + # github_url = convert_to_github_url(api_md, base_dir) + github_url = get_mapping_doc_url(api_name, base_dir) api_name_display = escape_underscores_in_api(api_name) dst_api_display = escape_underscores_in_api(dst_api) @@ -580,7 +583,7 @@ def update_mapping_table( ) # 创建备注列内容 - remark = f"[差异对比]({github_url})" if github_url else "-" + remark = f"{github_url}" if github_url else "-" # 添加表格行,并使用有效序号 table_rows.append( From 0204a4d0ec95d12168d2ca728961c4422ac7ab0b Mon Sep 17 00:00:00 2001 From: hd9568 <2358440725@qq.com> Date: Thu, 25 Sep 2025 05:33:24 +0000 Subject: [PATCH 3/5] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E5=A4=87=E6=B3=A8?= =?UTF-8?q?=E5=88=97=E7=9A=84=E8=B6=85=E9=93=BE=E6=8E=A5(md=20->=20html)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../convert_from_pytorch/pytorch_api_mapping_cn.md | 1 - .../convert_from_pytorch/tools/generate_pytorch_api_mapping.py | 2 +- 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md index 2a32e03a6db..5d4eb1fa717 100644 --- a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md +++ b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md @@ -2687,4 +2687,3 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 669 | [torch.cuda.comm.scatter](https://pytorch.org/docs/stable/generated/torch.cuda.comm.scatter.html#torch-cuda-comm-scatter) | - | 可新增,且框架底层有相关设计,成本低 | | 670 | [torch.cuda.comm.gather](https://pytorch.org/docs/stable/generated/torch.cuda.comm.gather.html#torch-cuda-comm-gather) | - | 可新增,且框架底层有相关设计,成本低 | | 671 | [torch.autograd.Function.jvp](https://pytorch.org/docs/stable/generated/torch.autograd.Function.jvp.html#torch-autograd-function-jvp) | - | 可新增,且框架底层有相关设计,成本低 | - diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py b/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py index 1abd8eb166d..0b6377f29d4 100644 --- a/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py +++ b/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py @@ -126,7 +126,7 @@ def get_mapping_doc_url(torch_api, base_dir): os.path.join(base_dir, "api_difference"), # os.path.join(base_dir, "api_difference_third_party"), ] - + # 将torch_api中的特殊字符转换为下划线,并添加.md后缀,构成文件名 expected_filename = f"{torch_api}.md" final_name = f"{torch_api}.html" From 5798e2e0a2ae1df78b0e4adcb7769e5c204b8908 Mon Sep 17 00:00:00 2001 From: hd9568 <2358440725@qq.com> Date: Thu, 25 Sep 2025 08:06:02 +0000 Subject: [PATCH 4/5] =?UTF-8?q?=E9=87=8D=E6=96=B0=E5=AF=B9=E7=B1=BB?= =?UTF-8?q?=E5=88=AB=E6=96=87=E4=BB=B6=E5=91=BD=E5=90=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../torch.alpha_dropout.md | 0 .../torch.cuda.amp.GradScaler.md | 0 .../torch.linalg.diagonal.md | 0 .../torch.nn.functional.rrelu_.md | 0 .../torch.nn.functional.threshold_.md | 0 .../torch.rrelu.md | 0 .../{parameter_name_only => args_name_diff}/torch.Tensor.addmm.md | 0 .../torch.Tensor.addmm_.md | 0 .../{parameter_name_only => args_name_diff}/torch.Tensor.all.md | 0 .../{parameter_name_only => args_name_diff}/torch.Tensor.amax.md | 0 .../{parameter_name_only => args_name_diff}/torch.Tensor.amin.md | 0 .../{parameter_name_only => args_name_diff}/torch.Tensor.any.md | 0 .../torch.Tensor.argmax.md | 0 .../torch.Tensor.argmin.md | 0 .../torch.Tensor.argsort.md | 0 .../torch.Tensor.as_strided.md | 0 .../{parameter_name_only => args_name_diff}/torch.Tensor.atan2.md | 0 .../torch.Tensor.baddbmm.md | 0 .../torch.Tensor.baddbmm_.md | 0 .../torch.Tensor.bitwise_and.md | 0 .../torch.Tensor.bitwise_and_.md | 0 .../torch.Tensor.bitwise_or.md | 0 .../torch.Tensor.bitwise_or_.md | 0 .../torch.Tensor.bitwise_xor.md | 0 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a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.PretrainedConfig.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.PretrainedConfig.md similarity index 100% rename from docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.PretrainedConfig.md rename to docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.PretrainedConfig.md From 41db6b321b4c919d7483f05bee1b3c74bbcf892b Mon Sep 17 00:00:00 2001 From: hd9568 <2358440725@qq.com> Date: Thu, 25 Sep 2025 08:07:38 +0000 Subject: [PATCH 5/5] =?UTF-8?q?=E9=87=8D=E6=96=B0=E5=88=A0=E9=99=A4?= =?UTF-8?q?=E5=B9=B6=E6=8C=89=E7=85=A7=E6=96=B0=E7=9A=84=E5=91=BD=E5=90=8D?= =?UTF-8?q?=E8=A6=81=E6=B1=82=E9=87=8D=E6=9E=84=E7=9B=AE=E5=BD=95?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../pytorch_api_mapping_cn.md | 2742 ++++++++--------- 1 file changed, 1371 insertions(+), 1371 deletions(-) diff --git a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md index 5d4eb1fa717..c7d46cf955b 100644 --- a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md +++ b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md @@ -518,102 +518,102 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_) | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.clamp_.html) | -| 2 | [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) | paddle.Tensor.cols | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.col_indices.html) | -| 3 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.conj_physical.html) | -| 4 | [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) | paddle.Tensor.crows | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.crow_indices.html) | -| 5 | [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.det.html) | -| 6 | [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html) | [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.device.html) | -| 7 | [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) | paddle.erf_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.erf_.html) | -| 8 | [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) | paddle.expm1_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.expm1_.html) | -| 9 | [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix) | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix.html) | -| 10 | [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) | paddle.Tensor.trunc_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.fix_.html) | -| 11 | [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.matrix_exp.html) | -| 12 | [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html) | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.movedim.html) | -| 13 | [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma.html) | -| 14 | [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multigammaln__cn.html#multigammaln) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.mvlgamma_.html) | -| 15 | [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative) | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative.html) | -| 16 | [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) | paddle.Tensor.neg_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.negative_.html) | -| 17 | [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.positive.html) | -| 18 | [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html) | [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.retain_grad.html) | -| 19 | [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html) | [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.sparse_mask.html) | -| 20 | [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) | paddle.square_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.square_.html) | -| 21 | [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse) | paddle.Tensor.to_sparse_coo | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.Tensor.to_sparse.html) | -| 22 | [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward) | [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.Function.forward.html) | -| 23 | [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad) | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.enable_grad.html) | -| 24 | torch.autograd.function.FunctionCtx | [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.html) | -| 25 | [torch.autograd.function.FunctionCtx.save\_for\_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward) | [paddle.autograd.PyLayerContext.save\_for\_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.save_for_backward.html) | -| 26 | [torch.autograd.function.FunctionCtx.set\_materialize\_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads) | [paddle.autograd.PyLayerContext.set\_materialize\_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.function.FunctionCtx.set_materialize_grads.html) | -| 27 | [torch.autograd.grad\_mode.set\_grad\_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled) | [paddle.set\_grad\_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.grad_mode.set_grad_enabled.html) | -| 28 | [torch.autograd.graph.saved\_tensors\_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks) | [paddle.autograd.saved\_tensors\_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.autograd.graph.saved_tensors_hooks.html) | -| 29 | [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built) | [paddle.device.is\_compiled\_with\_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cuda.is_built.html) | -| 30 | [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html) | [paddle.device.get\_cudnn\_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.backends.cudnn.version.html) | -| 31 | [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html) | [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cpu.current_device.html) | -| 32 | [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event) | [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.Event.html) | +| 1 | [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_) | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.html) | +| 2 | [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) | paddle.Tensor.cols | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.col_indices.html) | +| 3 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj_physical.html) | +| 4 | [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) | paddle.Tensor.crows | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.crow_indices.html) | +| 5 | [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.det.html) | +| 6 | [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html) | [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.device.html) | +| 7 | [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) | paddle.erf_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erf_.html) | +| 8 | [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) | paddle.expm1_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.expm1_.html) | +| 9 | [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix) | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix.html) | +| 10 | [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) | paddle.Tensor.trunc_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix_.html) | +| 11 | [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_exp.html) | +| 12 | [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html) | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.html) | +| 13 | [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.html) | +| 14 | [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma) | [paddle.Tensor.multigammaln_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multigammaln__cn.html#multigammaln) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.html) | +| 15 | [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative) | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative.html) | +| 16 | [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) | paddle.Tensor.neg_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative_.html) | +| 17 | [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.positive.html) | +| 18 | [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html) | [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.retain_grad.html) | +| 19 | [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html) | [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.html) | +| 20 | [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) | paddle.square_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.square_.html) | +| 21 | [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse) | paddle.Tensor.to_sparse_coo | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.html) | +| 22 | [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward) | [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.html) | +| 23 | [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad) | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.enable_grad.html) | +| 24 | torch.autograd.function.FunctionCtx | [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.html) | +| 25 | [torch.autograd.function.FunctionCtx.save\_for\_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward) | [paddle.autograd.PyLayerContext.save\_for\_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.html) | +| 26 | [torch.autograd.function.FunctionCtx.set\_materialize\_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads) | [paddle.autograd.PyLayerContext.set\_materialize\_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.html) | +| 27 | [torch.autograd.grad\_mode.set\_grad\_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled) | [paddle.set\_grad\_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.html) | +| 28 | [torch.autograd.graph.saved\_tensors\_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks) | [paddle.autograd.saved\_tensors\_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.html) | +| 29 | [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built) | [paddle.device.is\_compiled\_with\_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cuda.is_built.html) | +| 30 | [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html) | [paddle.device.get\_cudnn\_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cudnn.version.html) | +| 31 | [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html) | [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cpu.current_device.html) | +| 32 | [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event) | [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.html) | | 33 | [torch.cuda.StreamContext](https://pytorch.org/docs/stable/generated/torch.cuda.StreamContext.html#torch.cuda.StreamContext) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/stream_guard_cn.html#stream-guard) | - | -| 34 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.current_device.html) | -| 35 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.device_count.html) | -| 36 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | [paddle.device.cuda.empty_cache](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/empty_cache_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.empty_cache.html) | -| 37 | [torch.cuda.get\_device\_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | [paddle.device.cuda.get\_device\_capability](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_capability_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_capability.html) | -| 38 | [torch.cuda.get\_device\_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html) | [paddle.device.cuda.get\_device\_name](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_name_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.get_device_name.html) | -| 39 | [torch.cuda.is\_bf16\_supported](https://pytorch.org/docs/stable/cuda.html) | [paddle.amp.is\_bfloat16\_supported](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/is_bfloat16_supported_cn.html#is-bfloat16-supported) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_bf16_supported.html) | -| 40 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | [paddle.is\_compiled\_with\_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.is_initialized.html) | -| 41 | [torch.cuda.manual\_seed\_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.manual_seed_all.html) | -| 42 | [torch.cuda.max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_allocated.html#torch.cuda.max_memory_allocated) | [paddle.device.cuda.max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_allocated_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_allocated.html) | -| 43 | [torch.cuda.max\_memory\_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_reserved.html#torch.cuda.max_memory_reserved) | [paddle.device.cuda.max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_reserved_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.max_memory_reserved.html) | -| 44 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | [paddle.device.cuda.memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_allocated_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_allocated.html) | -| 45 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | [paddle.device.cuda.memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_reserved_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.memory_reserved.html) | -| 46 | [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop) | [paddle.framework.core.nvprof\_nvtx\_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.nvtx.range_pop.html) | -| 47 | [torch.cuda.reset\_max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated) | [paddle.device.cuda.reset\_max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_allocated.html) | -| 48 | [torch.cuda.reset\_max\_memory\_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached) | [paddle.device.cuda.reset\_max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.reset_max_memory_cached.html) | -| 49 | [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream) | [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.set_stream.html) | -| 50 | [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.cuda.stream.html) | -| 51 | [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.ReduceOp.PRODUCT.html) | -| 52 | [torch.distributed.is\_nccl\_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available) | [paddle.core.is\_compiled\_with\_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributed.is_nccl_available.html) | -| 53 | [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints) | [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.constraints.Constraint.html) | -| 54 | [torch.distributions.distribution.Distribution.log_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob) | [paddle.distribution.Distribution.log_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.distribution.Distribution.log_prob.html) | -| 55 | [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence) | [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.distributions.kl.kl_divergence.html) | -| 56 | [torch.get\_default\_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.get_default_device.html) | -| 57 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.manual_seed.html) | -| 58 | [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html) | [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.AdaptiveAvgPool1d.html) | -| 59 | [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.HuberLoss.html) | -| 60 | [torch.nn.Module.apply](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+apply#torch.nn.Module.apply) | [paddle.nn.Layer.apply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.apply.html) | -| 61 | [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children) | [paddle.nn.Layer.children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#children) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.children.html) | -| 62 | [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval) | [paddle.nn.Layer.eval](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#eval) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.eval.html) | -| 63 | [torch.nn.Module.named_children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_children) | [paddle.nn.Layer.named_children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-children) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.named_children.html) | -| 64 | [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train) | [paddle.nn.Layer.train](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#train) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.Module.train.html) | -| 65 | [torch.optim.Optimizer.add\_param\_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group) | paddle.optimizer.Optimizer._add_param_group | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.add_param_group.html) | -| 66 | [torch.optim.Optimizer.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict) | [paddle.optimizer.Optimizer.load\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.load_state_dict.html) | -| 67 | [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict) | [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.optim.Optimizer.state_dict.html) | -| 68 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.cpp_extension.CUDA_HOME | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.cpp_extension.CUDA_HOME.html) | -| 69 | [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset) | [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ChainDataset.html) | -| 70 | [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset) | [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.ConcatDataset.html) | -| 71 | [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) | [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Dataset.html) | -| 72 | [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset) | [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.IterableDataset.html) | -| 73 | [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler) | [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Sampler.html) | -| 74 | [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html) | [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.SequentialSampler.html) | -| 75 | [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset) | [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.Subset.html) | -| 76 | [torch.utils.data.get\_worker\_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info) | [paddle.io.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.get_worker_info.html) | -| 77 | [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split) | [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.random_split.html) | -| 78 | [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html) | [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.ops.RoIPool.html) | -| 79 | [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html) | [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.Compose.html) | -| 80 | [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) | 'bicubic' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BICUBIC.html) | -| 81 | [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) | 'bilinear' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BILINEAR.html) | -| 82 | [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) | 'box' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.BOX.html) | -| 83 | [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) | 'hamming' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.HAMMING.html) | -| 84 | [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) | 'lanczos' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.LANCZOS.html) | -| 85 | [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) | 'nearest' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST.html) | -| 86 | [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) | 'nearest_exact' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.InterpolationMode.NEAREST_EXACT.html) | -| 87 | [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html) | [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_brightness.html) | -| 88 | [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html) | [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_contrast.html) | -| 89 | [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html) | [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.adjust_hue.html) | -| 90 | [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html) | [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.center_crop.html) | -| 91 | [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html) | [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.crop.html) | -| 92 | [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase) | [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.erase.html) | -| 93 | [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html) | [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.hflip.html) | +| 34 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.current_device.html) | +| 35 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.device_count.html) | +| 36 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | [paddle.device.cuda.empty_cache](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/empty_cache_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.empty_cache.html) | +| 37 | [torch.cuda.get\_device\_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | [paddle.device.cuda.get\_device\_capability](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_capability_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.html) | +| 38 | [torch.cuda.get\_device\_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html) | [paddle.device.cuda.get\_device\_name](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_name_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.html) | +| 39 | [torch.cuda.is\_bf16\_supported](https://pytorch.org/docs/stable/cuda.html) | [paddle.amp.is\_bfloat16\_supported](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/is_bfloat16_supported_cn.html#is-bfloat16-supported) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_bf16_supported.html) | +| 40 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | [paddle.is\_compiled\_with\_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_initialized.html) | +| 41 | [torch.cuda.manual\_seed\_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.html) | +| 42 | [torch.cuda.max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_allocated.html#torch.cuda.max_memory_allocated) | [paddle.device.cuda.max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_allocated_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.html) | +| 43 | [torch.cuda.max\_memory\_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_reserved.html#torch.cuda.max_memory_reserved) | [paddle.device.cuda.max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_reserved_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.html) | +| 44 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | [paddle.device.cuda.memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_allocated_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.html) | +| 45 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | [paddle.device.cuda.memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_reserved_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.html) | +| 46 | [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop) | [paddle.framework.core.nvprof\_nvtx\_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.nvtx.range_pop.html) | +| 47 | [torch.cuda.reset\_max\_memory\_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated) | [paddle.device.cuda.reset\_max\_memory\_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.html) | +| 48 | [torch.cuda.reset\_max\_memory\_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached) | [paddle.device.cuda.reset\_max\_memory\_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.html) | +| 49 | [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream) | [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.html) | +| 50 | [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.html) | +| 51 | [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.PRODUCT.html) | +| 52 | [torch.distributed.is\_nccl\_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available) | [paddle.core.is\_compiled\_with\_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_nccl_available.html) | +| 53 | [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints) | [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.constraints.Constraint.html) | +| 54 | [torch.distributions.distribution.Distribution.log_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob) | [paddle.distribution.Distribution.log_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.html) | +| 55 | [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence) | [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.html) | +| 56 | [torch.get\_default\_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.get_default_device.html) | +| 57 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.manual_seed.html) | +| 58 | [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html) | [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.html) | +| 59 | [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.html) | +| 60 | [torch.nn.Module.apply](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+apply#torch.nn.Module.apply) | [paddle.nn.Layer.apply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.html) | +| 61 | [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children) | [paddle.nn.Layer.children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#children) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.children.html) | +| 62 | [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval) | [paddle.nn.Layer.eval](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#eval) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.eval.html) | +| 63 | [torch.nn.Module.named_children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_children) | [paddle.nn.Layer.named_children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-children) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.named_children.html) | +| 64 | [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train) | [paddle.nn.Layer.train](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#train) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.train.html) | +| 65 | [torch.optim.Optimizer.add\_param\_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group) | paddle.optimizer.Optimizer._add_param_group | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.html) | +| 66 | [torch.optim.Optimizer.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict) | [paddle.optimizer.Optimizer.load\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.html) | +| 67 | [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict) | [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.state_dict.html) | +| 68 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.cpp_extension.CUDA_HOME | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.cpp_extension.CUDA_HOME.html) | +| 69 | [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset) | [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.html) | +| 70 | [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset) | [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.html) | +| 71 | [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) | [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Dataset.html) | +| 72 | [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset) | [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.IterableDataset.html) | +| 73 | [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler) | [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.html) | +| 74 | [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html) | [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.html) | +| 75 | [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset) | [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.html) | +| 76 | [torch.utils.data.get\_worker\_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info) | [paddle.io.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.get_worker_info.html) | +| 77 | [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split) | [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.html) | +| 78 | [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html) | [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.html) | +| 79 | [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html) | [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.html) | +| 80 | [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) | 'bicubic' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BICUBIC.html) | +| 81 | [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) | 'bilinear' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BILINEAR.html) | +| 82 | [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) | 'box' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BOX.html) | +| 83 | [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) | 'hamming' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.HAMMING.html) | +| 84 | [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) | 'lanczos' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.LANCZOS.html) | +| 85 | [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) | 'nearest' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST.html) | +| 86 | [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) | 'nearest_exact' | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST_EXACT.html) | +| 87 | [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html) | [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.html) | +| 88 | [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html) | [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.html) | +| 89 | [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html) | [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.html) | +| 90 | [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html) | [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.html) | +| 91 | [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html) | [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.html) | +| 92 | [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase) | [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.html) | +| 93 | [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html) | [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.html) | | 94 | [torchvision.transforms.functional.pad](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.pad.html) | [paddle.vision.transforms.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/pad_cn.html) | - | -| 95 | [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale) | [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.to_grayscale.html) | -| 96 | [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html) | [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torchvision.transforms.functional.vflip.html) | +| 95 | [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale) | [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.html) | +| 96 | [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html) | [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.html) | ### 3. 仅参数名不一致 **分类简介** @@ -625,234 +625,234 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.sparse.mm](https://pytorch.org/docs/stable/generated/torch.sparse.mm.html?highlight=torch+sparse+mm#torch.sparse.mm) | [paddle.sparse.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/matmul_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.sparse.mm.html) | -| 2 | [torch.nn.functional.leaky\_relu\_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.leaky\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.leaky_relu_.html) | -| 3 | [torch.Tensor.index\_put\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put_.html#torch.Tensor.index_put_) | paddle.Tensor.index_put_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_put_.html) | -| 4 | [torch.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.diagonal_scatter.html?highlight=diagonal_scatter#torch.diagonal_scatter) | [paddle.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_scatter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagonal_scatter.html) | -| 5 | [torch.imag](https://pytorch.org/docs/stable/generated/torch.imag.html?highlight=imag#torch.imag) | [paddle.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/imag_cn.html#imag) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.imag.html) | -| 6 | [torch.Tensor.as_strided](https://pytorch.org/docs/stable/generated/torch.Tensor.as_strided.html?highlight=as_strided#torch.Tensor.as_strided) | [paddle.Tensor.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#as-strided-x-shape-stride-offset-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.as_strided.html) | -| 7 | [torch.trapezoid](https://pytorch.org/docs/stable/generated/torch.trapezoid.html#torch.trapezoid) | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trapezoid.html) | -| 8 | [torch.Tensor.minimum](https://pytorch.org/docs/stable/generated/torch.Tensor.minimum.html) | [paddle.Tensor.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#minimum-y-axis-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.minimum.html) | -| 9 | [torch.nn.AdaptiveMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool3d.html?highlight=adaptivemaxpool3d#torch.nn.AdaptiveMaxPool3d) | [paddle.nn.AdaptiveMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool3D_cn.html#adaptivemaxpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool3d.html) | -| 10 | [torch.Tensor.bitwise_and](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and.html) | paddle.Tensor.bitwise_and | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_and.html) | -| 11 | [torch.nn.CosineSimilarity](https://pytorch.org/docs/stable/generated/torch.nn.CosineSimilarity.html?highlight=nn+cosinesimilarity#torch.nn.CosineSimilarity) | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.CosineSimilarity.html) | -| 12 | [torch.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.cholesky_solve.html?highlight=cholesky#torch.cholesky_solve) | [paddle.linalg.cholesky_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_solve_cn.html#cholesky-solve) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cholesky_solve.html) | -| 13 | [torch.Tensor.rot90](https://pytorch.org/docs/stable/generated/torch.Tensor.rot90.html?highlight=torch+tensor+rot90#torch.Tensor.rot90) | paddle.Tensor.rot90 | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.rot90.html) | -| 14 | [torch.nn.functional.adaptive\_avg\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool1d.html?highlight=adaptive_avg_pool1d#torch.nn.functional.adaptive_avg_pool1d) | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool1d.html) | -| 15 | [torch.nn.Module.register_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_module.html) | -| 16 | [torch.autograd.function.FunctionCtx.mark\_non\_differentiable](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_non_differentiable.html#torch.autograd.function.FunctionCtx.mark_non_differentiable) | [paddle.autograd.PyLayerContext.mark\_non\_differentiable](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#mark-non-differentiable-self-tensors) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.autograd.function.FunctionCtx.mark_non_differentiable.html) | -| 17 | [torch.Tensor.lcm_](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm_.html) | paddle.Tensor.lcm_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lcm_.html) | -| 18 | [torch.nn.Module.parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.parameters) | [paddle.nn.Layer.parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#parameters-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.parameters.html) | -| 19 | [torch.vsplit](https://pytorch.org/docs/stable/generated/torch.vsplit.html#torch.vsplit) | [paddle.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vsplit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vsplit.html) | -| 20 | [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html#torch.nn.functional.layer_norm) | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.layer_norm.html) | -| 21 | [torch.nn.functional.adaptive\_avg\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool2d.html?highlight=adaptive_avg_pool2d#torch.nn.functional.adaptive_avg_pool2d) | [paddle.nn.functional.adaptive\_avg\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool2d.html) | -| 22 | [torch.Tensor.dsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.dsplit.html) | [paddle.Tensor.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dsplit-num_or_indices-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.dsplit.html) | -| 23 | [torch.Tensor.ldexp](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp.html#torch.Tensor.ldexp) | [paddle.Tensor.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ldexp.html) | -| 24 | [torch.isreal](https://pytorch.org/docs/stable/generated/torch.isreal.html#torch-isreal) | [paddle.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isreal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isreal.html) | -| 25 | [torch.Tensor.vdot](https://pytorch.org/docs/stable/generated/torch.Tensor.vdot.html#torch.Tensor.vdot) | [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.vdot.html) | -| 26 | [torch.nn.utils.parametrizations.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.weight_norm.html) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.parametrizations.weight_norm.html) | -| 27 | [torch.pca_lowrank](https://pytorch.org/docs/stable/generated/torch.pca_lowrank.html#torch.pca_lowrank) | [paddle.linalg.pca_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pca_lowrank_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.pca_lowrank.html) | -| 28 | [torch.Tensor.igamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma_.html#torch.Tensor.igamma_) | [paddle.Tensor.gammainc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc__cn.html#gammainc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igamma_.html) | -| 29 | [torch.Tensor.var](https://pytorch.org/docs/stable/generated/torch.Tensor.var.html#torch.Tensor.var) | [paddle.Tensor.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#var-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.var.html) | -| 30 | [torch.nn.functional.fold](https://pytorch.org/docs/stable/generated/torch.nn.functional.fold.html?highlight=functional+fold#torch.nn.functional.fold) | [paddle.nn.functional.fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fold_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.fold.html) | -| 31 | [torch.Tensor.bitwise_or](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or.html) | paddle.Tensor.bitwise_or | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_or.html) | -| 32 | [torch.unflatten](https://pytorch.org/docs/stable/generated/torch.unflatten.html#torch.unflatten) | [paddle.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unflatten_cn.html#unflatten) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.unflatten.html) | -| 33 | [torch.feature\_alpha\_dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.feature_alpha_dropout.html) | -| 34 | [torch.Tensor.heaviside](https://pytorch.org/docs/stable/generated/torch.Tensor.heaviside.html?highlight=torch+tensor+heaviside#torch.Tensor.heaviside) | [paddle.Tensor.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#heaviside-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.heaviside.html) | -| 35 | [torch.distributed.scatter\_object\_list](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter_object_list) | [paddle.distributed.scatter\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_object_list_cn.html#scatter-object-list) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.scatter_object_list.html) | -| 36 | [torch.nn.functional.tanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanh.html) | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanh.html) | -| 37 | [torch.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/stable/api/paddle/nn/functional/elu__cn.html) | [paddle.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.elu_.html) | -| 38 | [torch.Tensor.nextafter](https://pytorch.org/docs/stable/generated/torch.Tensor.nextafter.html#torch.Tensor.nextafter) | [paddle.Tensor.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nextafter.html) | -| 39 | [torch.flip](https://pytorch.org/docs/stable/generated/torch.flip.html?highlight=flip#torch.flip) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.flip.html) | -| 40 | [torch.corrcoef](https://pytorch.org/docs/stable/generated/torch.corrcoef.html?highlight=corrcoef#torch.corrcoef) | [paddle.linalg.corrcoef](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/corrcoef_cn.html#corrcoef) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.corrcoef.html) | +| 1 | [torch.sparse.mm](https://pytorch.org/docs/stable/generated/torch.sparse.mm.html?highlight=torch+sparse+mm#torch.sparse.mm) | [paddle.sparse.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/matmul_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.mm.html) | +| 2 | [torch.nn.functional.leaky\_relu\_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.leaky\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.leaky_relu_.html) | +| 3 | [torch.Tensor.index\_put\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put_.html#torch.Tensor.index_put_) | paddle.Tensor.index_put_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put_.html) | +| 4 | [torch.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.diagonal_scatter.html?highlight=diagonal_scatter#torch.diagonal_scatter) | [paddle.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_scatter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal_scatter.html) | +| 5 | [torch.imag](https://pytorch.org/docs/stable/generated/torch.imag.html?highlight=imag#torch.imag) | [paddle.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/imag_cn.html#imag) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.imag.html) | +| 6 | [torch.Tensor.as_strided](https://pytorch.org/docs/stable/generated/torch.Tensor.as_strided.html?highlight=as_strided#torch.Tensor.as_strided) | [paddle.Tensor.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#as-strided-x-shape-stride-offset-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.as_strided.html) | +| 7 | [torch.trapezoid](https://pytorch.org/docs/stable/generated/torch.trapezoid.html#torch.trapezoid) | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trapezoid.html) | +| 8 | [torch.Tensor.minimum](https://pytorch.org/docs/stable/generated/torch.Tensor.minimum.html) | [paddle.Tensor.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#minimum-y-axis-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.minimum.html) | +| 9 | [torch.nn.AdaptiveMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool3d.html?highlight=adaptivemaxpool3d#torch.nn.AdaptiveMaxPool3d) | [paddle.nn.AdaptiveMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool3D_cn.html#adaptivemaxpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool3d.html) | +| 10 | [torch.Tensor.bitwise_and](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and.html) | paddle.Tensor.bitwise_and | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and.html) | +| 11 | [torch.nn.CosineSimilarity](https://pytorch.org/docs/stable/generated/torch.nn.CosineSimilarity.html?highlight=nn+cosinesimilarity#torch.nn.CosineSimilarity) | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.CosineSimilarity.html) | +| 12 | [torch.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.cholesky_solve.html?highlight=cholesky#torch.cholesky_solve) | [paddle.linalg.cholesky_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_solve_cn.html#cholesky-solve) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cholesky_solve.html) | +| 13 | [torch.Tensor.rot90](https://pytorch.org/docs/stable/generated/torch.Tensor.rot90.html?highlight=torch+tensor+rot90#torch.Tensor.rot90) | paddle.Tensor.rot90 | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.rot90.html) | +| 14 | [torch.nn.functional.adaptive\_avg\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool1d.html?highlight=adaptive_avg_pool1d#torch.nn.functional.adaptive_avg_pool1d) | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool1d.html) | +| 15 | [torch.nn.Module.register_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_module.html) | +| 16 | [torch.autograd.function.FunctionCtx.mark\_non\_differentiable](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_non_differentiable.html#torch.autograd.function.FunctionCtx.mark_non_differentiable) | [paddle.autograd.PyLayerContext.mark\_non\_differentiable](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#mark-non-differentiable-self-tensors) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.autograd.function.FunctionCtx.mark_non_differentiable.html) | +| 17 | [torch.Tensor.lcm_](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm_.html) | paddle.Tensor.lcm_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm_.html) | +| 18 | [torch.nn.Module.parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.parameters) | [paddle.nn.Layer.parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#parameters-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.parameters.html) | +| 19 | [torch.vsplit](https://pytorch.org/docs/stable/generated/torch.vsplit.html#torch.vsplit) | [paddle.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vsplit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vsplit.html) | +| 20 | [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html#torch.nn.functional.layer_norm) | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.layer_norm.html) | +| 21 | [torch.nn.functional.adaptive\_avg\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool2d.html?highlight=adaptive_avg_pool2d#torch.nn.functional.adaptive_avg_pool2d) | [paddle.nn.functional.adaptive\_avg\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool2d.html) | +| 22 | [torch.Tensor.dsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.dsplit.html) | [paddle.Tensor.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dsplit-num_or_indices-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dsplit.html) | +| 23 | [torch.Tensor.ldexp](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp.html#torch.Tensor.ldexp) | [paddle.Tensor.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp.html) | +| 24 | [torch.isreal](https://pytorch.org/docs/stable/generated/torch.isreal.html#torch-isreal) | [paddle.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isreal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isreal.html) | +| 25 | [torch.Tensor.vdot](https://pytorch.org/docs/stable/generated/torch.Tensor.vdot.html#torch.Tensor.vdot) | [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vdot.html) | +| 26 | [torch.nn.utils.parametrizations.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.weight_norm.html) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.parametrizations.weight_norm.html) | +| 27 | [torch.pca_lowrank](https://pytorch.org/docs/stable/generated/torch.pca_lowrank.html#torch.pca_lowrank) | [paddle.linalg.pca_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pca_lowrank_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pca_lowrank.html) | +| 28 | [torch.Tensor.igamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma_.html#torch.Tensor.igamma_) | [paddle.Tensor.gammainc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc__cn.html#gammainc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma_.html) | +| 29 | [torch.Tensor.var](https://pytorch.org/docs/stable/generated/torch.Tensor.var.html#torch.Tensor.var) | [paddle.Tensor.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#var-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.var.html) | +| 30 | [torch.nn.functional.fold](https://pytorch.org/docs/stable/generated/torch.nn.functional.fold.html?highlight=functional+fold#torch.nn.functional.fold) | [paddle.nn.functional.fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fold_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.fold.html) | +| 31 | [torch.Tensor.bitwise_or](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or.html) | paddle.Tensor.bitwise_or | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_or.html) | +| 32 | [torch.unflatten](https://pytorch.org/docs/stable/generated/torch.unflatten.html#torch.unflatten) | [paddle.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unflatten_cn.html#unflatten) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unflatten.html) | +| 33 | [torch.feature\_alpha\_dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.feature_alpha_dropout.html) | +| 34 | [torch.Tensor.heaviside](https://pytorch.org/docs/stable/generated/torch.Tensor.heaviside.html?highlight=torch+tensor+heaviside#torch.Tensor.heaviside) | [paddle.Tensor.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#heaviside-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.heaviside.html) | +| 35 | [torch.distributed.scatter\_object\_list](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter_object_list) | [paddle.distributed.scatter\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_object_list_cn.html#scatter-object-list) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.scatter_object_list.html) | +| 36 | [torch.nn.functional.tanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanh.html) | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanh.html) | +| 37 | [torch.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/stable/api/paddle/nn/functional/elu__cn.html) | [paddle.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.elu_.html) | +| 38 | [torch.Tensor.nextafter](https://pytorch.org/docs/stable/generated/torch.Tensor.nextafter.html#torch.Tensor.nextafter) | [paddle.Tensor.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nextafter.html) | +| 39 | [torch.flip](https://pytorch.org/docs/stable/generated/torch.flip.html?highlight=flip#torch.flip) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.flip.html) | +| 40 | [torch.corrcoef](https://pytorch.org/docs/stable/generated/torch.corrcoef.html?highlight=corrcoef#torch.corrcoef) | [paddle.linalg.corrcoef](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/corrcoef_cn.html#corrcoef) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.corrcoef.html) | | 41 | [torch.nn.functional.logsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.logsigmoid.html?highlight=logsigmoid#torch.nn.functional.logsigmoid) | [paddle.nn.functional.log_sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_sigmoid_cn.html) | - | -| 42 | [torch.Tensor.dist](https://pytorch.org/docs/stable/generated/torch.Tensor.dist.html?highlight=dist#torch.Tensor.dist) | [paddle.Tensor.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dist-y-p-2) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.dist.html) | -| 43 | [torch.Tensor.flip](https://pytorch.org/docs/stable/generated/torch.Tensor.flip.html?highlight=flip#torch.Tensor.flip) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.flip.html) | -| 44 | [torch.nn.utils.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.html?highlight=nn+utils+weight_norm#torch.nn.utils.weight_norm) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.weight_norm.html) | -| 45 | [torch.nn.functional.cosine_similarity](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_similarity.html?highlight=cosine#torch.nn.functional.cosine_similarity) | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.cosine_similarity.html) | -| 46 | [torch.nn.Fold](https://pytorch.org/docs/stable/generated/torch.nn.Fold.html?highlight=nn+fold#torch.nn.Fold) | [paddle.nn.Fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Fold_cn.html#fold) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Fold.html) | -| 47 | [torch.nn.ModuleDict](https://pytorch.org/docs/stable/generated/torch.nn.ModuleDict.html?highlight=torch+nn+moduledict#torch.nn.ModuleDict) | [paddle.nn.LayerDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerDict_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ModuleDict.html) | -| 48 | [torch.Tensor.true\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide_.html) | paddle.Tensor.divide_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.true_divide_.html) | -| 49 | [torch.Tensor.kthvalue](https://pytorch.org/docs/stable/generated/torch.Tensor.kthvalue.html) | [paddle.Tensor.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#kthvalue-k-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.kthvalue.html) | -| 50 | [torch.nn.functional.triplet\_margin\_with\_distance\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_with_distance_loss.html?highlight=triplet_margin_with_distance_loss#torch.nn.functional.triplet_margin_with_distance_loss) | [paddle.nn.functional.triplet\_margin\_with\_distance\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_with_distance_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.triplet_margin_with_distance_loss.html) | -| 51 | [torch.Tensor.diff](https://pytorch.org/docs/stable/generated/torch.Tensor.diff.html?highlight=diff#torch.Tensor.diff) | [paddle.Tensor.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diff.html) | -| 52 | [torch.nn.functional.pairwise_distance](https://pytorch.org/docs/stable/generated/torch.nn.functional.pairwise_distance.html) | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pairwise_distance.html) | -| 53 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | [paddlenlp.generation.StoppingCriteriaList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/stopping_criteria.py#L72) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/transformers.StoppingCriteriaList.html) | -| 54 | [torch.Tensor.hsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.hsplit.html) | [paddle.Tensor.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#hsplit-num_or_indices-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hsplit.html) | -| 55 | [torch.nn.Module.add_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+add_module#torch.nn.Module.add_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.add_module.html) | -| 56 | [torch.nn.functional.unfold](https://pytorch.org/docs/stable/generated/torch.nn.functional.unfold.html#torch.nn.functional.unfold) | [paddle.nn.functional.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/unfold_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.unfold.html) | -| 57 | [torch.Tensor.quantile](https://pytorch.org/docs/stable/generated/torch.Tensor.quantile.html#torch.Tensor.quantile) | [paddle.Tensor.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#quantile-q-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.quantile.html) | -| 58 | [torch.utils.dlpack.from_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+from_dlpack#torch.utils.dlpack.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.utils.dlpack.from_dlpack.html) | -| 59 | [torch.cuda.nvtx.range_push](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_push.html?highlight=range_push#torch.cuda.nvtx.range_push) | [paddle.framework.core.nvprof\_nvtx\_push](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2465) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cuda.nvtx.range_push.html) | -| 60 | [torch.nn.ParameterDict](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterDict) | [paddle.nn.ParameterDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterDict_cn.html#parameterdict) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ParameterDict.html) | -| 61 | [torch.Tensor.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal_scatter.html?highlight=diagonal_scatter#torch.Tensor.diagonal_scatter) | [paddle.Tensor.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-scatter-x-y-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diagonal_scatter.html) | -| 62 | [torch.nn.AdaptiveMaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool1d.html?highlight=adaptivemaxpool1d#torch.nn.AdaptiveMaxPool1d) | [paddle.nn.AdaptiveMaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool1D_cn.html#adaptivemaxpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool1d.html) | -| 63 | [torch.det](https://pytorch.org/docs/stable/generated/torch.det.html?highlight=det#torch.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.det.html) | -| 64 | [torch.abs_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.abs_.html) | -| 65 | [torch.isin](https://pytorch.org/docs/stable/generated/torch.isin.html#torch.isin) | [paddle.isin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isin_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isin.html) | -| 66 | [torch.Tensor.eq](https://pytorch.org/docs/stable/generated/torch.Tensor.eq.html?highlight=eq#torch.Tensor.eq) | [paddle.Tensor.equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.eq.html) | -| 67 | [torch.Tensor.ldexp_](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp_.html) | paddle.Tensor.ldexp_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ldexp_.html) | -| 68 | [torch.nn.GaussianNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.GaussianNLLLoss) | [paddle.nn.GaussianNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GaussianNLLLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.GaussianNLLLoss.html) | -| 69 | [torch.hsplit](https://pytorch.org/docs/stable/generated/torch.hsplit.html#torch.hsplit) | [paddle.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hsplit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.hsplit.html) | -| 70 | [torch.nn.functional.gaussian\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.gaussian_nll_loss.html#torch.nn.functional.gaussian_nll_loss) | [paddle.nn.functional.gaussian\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gaussian_nll_loss_cn.html#gaussian-nll-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.gaussian_nll_loss.html) | -| 71 | [torch.Tensor.index\_fill\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill_.html?highlight=index_fill_#torch.Tensor.index_fill_) | paddle.Tensor.index_fill_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_fill_.html) | -| 72 | [torch.svd_lowrank](https://pytorch.org/docs/stable/generated/torch.svd_lowrank.html?highlight=torch+svd_lowrank#torch.svd_lowrank) | [paddle.linalg.svd_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_lowrank_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.svd_lowrank.html) | -| 73 | [torch.max_pool3d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.max_pool3d.html) | -| 74 | [torch.take](https://pytorch.org/docs/stable/generated/torch.take.html?highlight=torch+take#torch.take) | [paddle.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/take_cn.html#take) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.take.html) | -| 75 | [torch.nn.functional.adaptive\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool3d.html?highlight=adaptive_max_pool3d#torch.nn.functional.adaptive_max_pool3d) | [paddle.nn.functional.adaptive\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool3d.html) | -| 76 | [torch.kron](https://pytorch.org/docs/stable/generated/torch.kron.html#torch-kron) | [paddle.kron](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kron_cn.html#kron) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.kron.html) | -| 77 | [torch.Tensor.baddbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm.html#torch.Tensor.baddbmm) | [paddle.Tensor.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.baddbmm.html) | -| 78 | [torch.allclose](https://pytorch.org/docs/stable/generated/torch.allclose.html?highlight=allclose#torch.allclose) | [paddle.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/allclose_cn.html#allclose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.allclose.html) | -| 79 | [torch.bitwise_or](https://pytorch.org/docs/stable/generated/torch.bitwise_or.html#torch-bitwise-or) | [paddle.bitwise_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_or_cn.html#bitwise-or) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_or.html) | -| 80 | [torch.nn.utils.spectral_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.html?highlight=nn+utils+spectral_norm#torch.nn.utils.spectral_norm) | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.spectral_norm.html) | -| 81 | [torch.is\_floating\_point](https://pytorch.org/docs/stable/generated/torch.is_floating_point.html?highlight=is_floating_point#torch.is_floating_point) | [paddle.is\_floating\_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_floating_point_cn.html#is-floating-point) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.is_floating_point.html) | -| 82 | [torch.Tensor.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html?highlight=index_fill#torch.Tensor.index_fill) | [paddle.Tensor.index_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_fill_cn.html#index-fill) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_fill.html) | -| 83 | [torch.nn.functional.softplus](https://pytorch.org/docs/stable/generated/torch.nn.functional.softplus.html?highlight=softplus#torch.nn.functional.softplus) | [paddle.nn.functional.softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softplus_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softplus.html) | -| 84 | [torch.Tensor.inner](https://pytorch.org/docs/stable/generated/torch.Tensor.inner.html) | paddle.Tensor.inner | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.inner.html) | -| 85 | [torch.nn.Module.register_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_buffer) | [paddle.nn.Layer.register_buffer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-buffer-name-tensor-persistable-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_buffer.html) | -| 86 | [torch.bitwise_not](https://pytorch.org/docs/stable/generated/torch.bitwise_not.html?highlight=bitwise_not#torch.bitwise_not) | [paddle.bitwise_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_not_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_not.html) | -| 87 | [torch.istft](https://pytorch.org/docs/stable/generated/torch.istft.html?highlight=istft#torch.istft) | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.istft.html) | -| 88 | [torch.nn.functional.adaptive\_max\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool1d.html?highlight=torch+nn+functional+adaptive_max_pool1d#torch.nn.functional.adaptive_max_pool1d) | [paddle.nn.functional.adaptive\_max\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool1d_cn.html#adaptive-max-pool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool1d.html) | -| 89 | [torch.Tensor.logical\_or\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or_.html) | paddle.Tensor.logical_or_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_or_.html) | -| 90 | [torch.Tensor.gcd_](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd_.html) | paddle.Tensor.gcd_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.gcd_.html) | -| 91 | [torch.dsplit](https://pytorch.org/docs/stable/generated/torch.dsplit.html#torch.dsplit) | [paddle.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dsplit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dsplit.html) | -| 92 | [torch.nn.PairwiseDistance](https://pytorch.org/docs/stable/generated/torch.nn.PairwiseDistance.html?highlight=nn+pairwisedistance#torch.nn.PairwiseDistance) | [paddle.nn.PairwiseDistance](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PairwiseDistance_cn.html#pairwisedistance) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.PairwiseDistance.html) | -| 93 | [torch.Tensor.logical\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor_.html) | paddle.Tensor.logical_xor_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_xor_.html) | -| 94 | [torch.Tensor.hypot_](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot_.html#torch.Tensor.hypot_) | [paddle.Tensor.hypot_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot__cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hypot_.html) | -| 95 | [torch.Tensor.gcd](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd.html?highlight=torch+tensor+gcd#torch.Tensor.gcd) | [paddle.Tensor.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#gcd-x-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.gcd.html) | -| 96 | [torch.Tensor.outer](https://pytorch.org/docs/stable/generated/torch.Tensor.outer.html?highlight=outer#torch.Tensor.outer) | paddle.Tensor.outer | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.outer.html) | -| 97 | [torch.distributions.distribution.Distribution.rsample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.rsample) | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.rsample.html) | -| 98 | [torch.nn.functional.adaptive\_avg\_pool3d](https://pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.adaptive_avg_pool3d.html?highlight=adaptive_avg_pool3d#torch.ao.nn.quantized.functional.adaptive_avg_pool3d) | [paddle.nn.functional.adaptive\_avg\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool3d.html) | -| 99 | [torch.cumulative_trapezoid](https://pytorch.org/docs/stable/generated/torch.cumulative_trapezoid.html#torch.cumulative_trapezoid) | [paddle.cumulative_trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumulative_trapezoid_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cumulative_trapezoid.html) | -| 100 | [torch.nn.Softmax](https://pytorch.org/docs/stable/generated/torch.nn.Softmax.html?highlight=nn+softmax#torch.nn.Softmax) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Softmax.html) | -| 101 | [torch.utils.dlpack.to_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+to_dlpack#torch.utils.dlpack.to_dlpack) | [paddle.utils.dlpack.to_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/to_dlpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.utils.dlpack.to_dlpack.html) | -| 102 | [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html?highlight=conv3d#torch.nn.functional.conv3d) | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv3d.html) | -| 103 | [torch.nn.functional.huber_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.huber_loss.html#torch.nn.functional.huber_loss) | [paddle.nn.functional.smooth\_l1\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/smooth_l1_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.huber_loss.html) | -| 104 | [torch.tan](https://pytorch.org/docs/stable/generated/torch.tan.html) | [paddle.tan](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/tan_cn.html#tan) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.tan.html) | -| 105 | [torch.Tensor.unsqueeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze_.html#torch-tensor-unsqueeze) | [paddle.Tensor.unsqueeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unsqueeze_.html) | -| 106 | [torch.isclose](https://pytorch.org/docs/stable/generated/torch.isclose.html?highlight=isclose#torch.isclose) | [paddle.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isclose_cn.html#isclose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.isclose.html) | -| 107 | [torch.nn.Unflatten](https://pytorch.org/docs/stable/generated/torch.nn.Unflatten.html?highlight=torch+nn+unflatten#torch.nn.Unflatten) | [paddle.nn.Unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unflatten_cn.html#unflatten) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Unflatten.html) | -| 108 | [torch.vander](https://pytorch.org/docs/stable/generated/torch.vander.html?highlight=vander#torch.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html#vander) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vander.html) | -| 109 | [torch.Tensor.broadcast_to](https://pytorch.org/docs/stable/generated/torch.Tensor.broadcast_to.html) | [paddle.Tensor.broadcast_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#broadcast-to-shape-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.broadcast_to.html) | -| 110 | [torch.Tensor.renorm](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm.html#torch-tensor-renorm) | paddle.Tensor.renorm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.renorm.html) | -| 111 | [torch.nn.functional.tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanhshrink.html?highlight=tanhshri#torch.nn.functional.tanhshrink) | [paddle.nn.functional.tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/tanhshrink_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanhshrink.html) | -| 112 | [torch.distributions.kl.register_kl](https://pytorch.org/docs/stable/distributions.html?highlight=register_kl#torch.distributions.kl.register_kl) | [paddle.distribution.register_kl](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/register_kl_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.kl.register_kl.html) | -| 113 | [torch.Tensor.cumsum_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum_.html) | paddle.Tensor.cumsum_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cumsum_.html) | -| 114 | [torch.distributed.rpc.remote](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.remote) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.rpc.remote.html) | -| 115 | [torch.Tensor.mode](https://pytorch.org/docs/stable/generated/torch.Tensor.mode.html) | [paddle.Tensor.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mode-axis-1-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.mode.html) | -| 116 | [torch.Tensor.fmin](https://pytorch.org/docs/stable/generated/torch.Tensor.fmin.html?highlight=fmin#torch.Tensor.fmin) | [paddle.Tensor.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html#fmin) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.fmin.html) | -| 117 | torch.relu | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html#relu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.relu.html) | -| 118 | [torch.bincount](https://pytorch.org/docs/stable/generated/torch.bincount.html?highlight=bincount#torch.bincount) | [paddle.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bincount_cn.html#bincount) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bincount.html) | -| 119 | [torch.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html#torch.Tensor.index_fill) | [paddle.index_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5900) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.index_fill.html) | -| 120 | [torch.nn.AdaptiveMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool2d.html?highlight=adaptivemaxpool2d#torch.nn.AdaptiveMaxPool2d) | [paddle.nn.AdaptiveMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool2D_cn.html#adaptivemaxpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.AdaptiveMaxPool2d.html) | -| 121 | [torch.real](https://pytorch.org/docs/stable/generated/torch.real.html?highlight=real#torch.real) | [paddle.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/real_cn.html#real) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.real.html) | -| 122 | [torch.nn.LogSoftmax](https://pytorch.org/docs/stable/generated/torch.nn.LogSoftmax.html?highlight=nn+logsoftmax#torch.nn.LogSoftmax) | [paddle.nn.LogSoftmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LogSoftmax_cn.html#logsoftmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.LogSoftmax.html) | -| 123 | [torch.nn.functional.hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardshrink.html?highlight=hardshrink#torch.nn.functional.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardshrink.html) | -| 124 | [torch.nn.Module.register_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_parameter) | [paddle.nn.Layer.add_parameter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-parameter-name-parameter) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.register_parameter.html) | -| 125 | [torch.vstack](https://pytorch.org/docs/stable/generated/torch.vstack.html#torch.vstack) | [paddle.vstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vstack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.vstack.html) | -| 126 | [torch.distributions.distribution.Distribution.sample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.sample) | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.sample.html) | -| 127 | [torch.nn.Module.named_buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_buffers) | [paddle.nn.Layer.named_buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-buffers-prefix-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.named_buffers.html) | -| 128 | [torch.nn.Module.named_parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+named_parameters#torch.nn.Module.named_parameters) | [paddle.nn.Layer.named_parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-parameters-prefix-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.named_parameters.html) | -| 129 | [torch.Tensor.lerp_](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp_.html) | [paddle.Tensor.lerp_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lerp_.html) | -| 130 | [torch.tile](https://pytorch.org/docs/stable/generated/torch.tile.html?highlight=tile#torch.tile) | [paddle.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tile_cn.html#tile) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.tile.html) | -| 131 | [torch.Tensor.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html#torch.nanquantile) | [paddle.Tensor.nanquantile](https://github.com/PaddlePaddle/Paddle/pull/41343) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nanquantile.html) | -| 132 | [torch.nn.Module.buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.buffers) | [paddle.nn.Layer.buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#buffers-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Module.buffers.html) | -| 133 | [torch.fft.ifftshift](https://pytorch.org/docs/stable/generated/torch.fft.ifftshift.html#torch.fft.ifftshift) | [paddle.fft.ifftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftshift_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.fft.ifftshift.html) | -| 134 | [torch.row_stack](https://pytorch.org/docs/stable/generated/torch.row_stack.html#torch.row_stack) | [paddle.row_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/row_stack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.row_stack.html) | -| 135 | [torch.Tensor.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.atan2.html) | -| 136 | [torch.nn.Softshrink](https://pytorch.org/docs/stable/generated/torch.nn.Softshrink.html?highlight=nn+softshrink#torch.nn.Softshrink) | [paddle.nn.Softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softshrink_cn.html#softshrink) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Softshrink.html) | -| 137 | [torch.hstack](https://pytorch.org/docs/stable/generated/torch.hstack.html#torch.hstack) | [paddle.hstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hstack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.hstack.html) | -| 138 | [transformers.generation.LogitsProcessor](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#logitsprocessor) | [paddlenlp.generation.LogitsProcessor](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/logits_process.py#L26) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/transformers.generation.LogitsProcessor.html) | -| 139 | [torch.nn.GLU](https://pytorch.org/docs/stable/generated/torch.nn.GLU.html#torch.nn.GLU) | [paddle.nn.GLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GLU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.GLU.html) | -| 140 | [torch.Tensor.igammac](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac.html#torch.Tensor.igammac) | [paddle.Tensor.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc_cn.html#gammaincc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igammac.html) | -| 141 | [torch.Tensor.index_put](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put.html?highlight=index_put#torch.Tensor.index_put) | [paddle.Tensor.index_put](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_put_cn.html#index-put) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.index_put.html) | -| 142 | [torch.Tensor.select_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.select_scatter.html#torch-select-scatter) | [paddle.Tensor.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.select_scatter.html) | -| 143 | [torch.Tensor.logaddexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp.html#torch.Tensor.logaddexp) | [paddle.Tensor.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logaddexp.html) | -| 144 | [torch.nn.ParameterList](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterList) | [paddle.nn.ParameterList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterList_cn.html#parameterlist) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ParameterList.html) | -| 145 | [torch.from_dlpack](https://pytorch.org/docs/stable/generated/torch.from_dlpack.html?highlight=from_dlpack#torch.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.from_dlpack.html) | -| 146 | [torch.Tensor.logical\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and_.html) | paddle.Tensor.logical_and_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.logical_and_.html) | -| 147 | [torch.distributed.rpc.get\_worker\_info](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.get_worker_info) | [paddle.distributed.rpc.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/get_worker_info_cn.html#cn-api-distributed-rpc-get-worker-info) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributed.rpc.get_worker_info.html) | -| 148 | [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html?highlight=conv1d#torch.nn.functional.conv1d) | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv1d.html) | -| 149 | [torch.Tensor.renorm_](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm_.html#torch-tensor-renorm_) | paddle.Tensor.renorm_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.renorm_.html) | -| 150 | [torch.Tensor.fmax](https://pytorch.org/docs/stable/generated/torch.Tensor.fmax.html?highlight=fmax#torch.Tensor.fmax) | [paddle.Tensor.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html#fmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.fmax.html) | -| 151 | [torch.diagonal](https://pytorch.org/docs/stable/generated/torch.diagonal.html?highlight=diagonal#torch.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagonal.html) | -| 152 | [torch.histogramdd](https://pytorch.org/docs/stable/generated/torch.histogramdd.html#torch-histogramdd) | [paddle.histogramdd](https://github.com/PaddlePaddle/Paddle/blob/a19227d9ee0e351363a4bb27b50b1becbec58a6c/python/paddle/tensor/linalg.py#L3875) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.histogramdd.html) | -| 153 | [torch.dist](https://pytorch.org/docs/stable/generated/torch.dist.html?highlight=dist#torch.dist) | [paddle.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dist_cn.html#dist) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dist.html) | -| 154 | [torch.Tensor.tensor_split](https://pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.html) | [paddle.Tensor.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor_split-num_or_indices-axis-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.tensor_split.html) | -| 155 | [torch.Tensor.nansum](https://pytorch.org/docs/stable/generated/torch.Tensor.nansum.html?highlight=nansum#torch.Tensor.nansum) | paddle.Tensor.nansum | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.nansum.html) | -| 156 | [torch.Tensor.std](https://pytorch.org/docs/stable/generated/torch.Tensor.std.html?highlight=torch+tensor+std#torch.Tensor.std) | [paddle.Tensor.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#std-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.std.html) | -| 157 | [torch.Tensor.bitwise\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor_.html) | paddle.Tensor.bitwise_xor_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_xor_.html) | -| 158 | [torch.Tensor.diag](https://pytorch.org/docs/stable/generated/torch.Tensor.diag.html?highlight=diag#torch.Tensor.diag) | [paddle.Tensor.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html#diag) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diag.html) | -| 159 | [torch.linalg.lstsq](https://pytorch.org/docs/stable/generated/torch.linalg.lstsq.html?highlight=lstsq#torch.linalg.lstsq) | [paddle.linalg.lstsq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lstsq_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.lstsq.html) | -| 160 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | [paddle.nn.Unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unfold_cn.html#unfold) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Unfold.html) | -| 161 | [torch.nn.Flatten](https://pytorch.org/docs/stable/generated/torch.nn.Flatten.html?highlight=nn+flatten#torch.nn.Flatten) | [paddle.nn.Flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Flatten_cn.html#flatten) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Flatten.html) | -| 162 | [torch.bitwise_and](https://pytorch.org/docs/stable/generated/torch.bitwise_and.html#torch.bitwise_and) | [paddle.bitwise_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_and_cn.html#bitwise-and) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_and.html) | -| 163 | [torch.Tensor.squeeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.squeeze_.html#torch-tensor-squeeze) | [paddle.Tensor.squeeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id19) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.squeeze_.html) | -| 164 | [torch.sparse.addmm](https://pytorch.org/docs/stable/generated/torch.sparse.addmm.html?highlight=addmm#torch.sparse.addmm) | [paddle.sparse.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/addmm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.sparse.addmm.html) | -| 165 | [torch.rot90](https://pytorch.org/docs/stable/generated/torch.rot90.html?highlight=torch+rot90#torch.rot90) | [paddle.rot90](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rot90_cn.html#rot90) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.rot90.html) | -| 166 | [torch.nn.functional.pdist](https://pytorch.org/docs/stable/generated/torch.nn.functional.pdist.html#torch.nn.functional.pdist) | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pdist.html) | -| 167 | [torch.Tensor.unflatten](https://pytorch.org/docs/stable/generated/torch.Tensor.unflatten.html#torch.Tensor.unflatten) | [paddle.Tensor.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unflatten-axis-shape-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unflatten.html) | -| 168 | [torch.squeeze](https://pytorch.org/docs/stable/generated/torch.squeeze.html?highlight=squeeze#torch.squeeze) | [paddle.squeeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/squeeze_cn.html#squeeze) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.squeeze.html) | -| 169 | [torch.nn.utils.remove\_weight\_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.remove_weight_norm.html?highlight=nn+utils+remove_weight_norm#torch.nn.utils.remove_weight_norm) | [paddle.nn.utils.remove\_weight\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/remove_weight_norm_cn.html#remove-weight-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.remove_weight_norm.html) | -| 170 | [torch.Tensor.baddbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm_.html#torch.Tensor.baddbmm_) | [paddle.Tensor.baddbmm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.baddbmm_.html) | -| 171 | [torch.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html#torch.Tensor.masked_fill) | [paddle.masked_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5111) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.masked_fill.html) | -| 172 | [torch.special.log_softmax](https://pytorch.org/docs/stable/special.html#torch.special.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.special.log_softmax.html) | -| 173 | [torch.Tensor.unfold](https://pytorch.org/docs/stable/generated/torch.Tensor.unfold.html?highlight=unfold#torch.Tensor.unfold) | [paddle.Tensor.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unfold-x-axis-size-step-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.unfold.html) | -| 174 | [torch.Tensor.addmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm_.html) | paddle.Tensor.addmm_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.addmm_.html) | -| 175 | [torch.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html#celu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.celu.html) | -| 176 | [torch.nn.functional.grid_sample](https://pytorch.org/docs/stable/generated/torch.nn.functional.grid_sample.html?highlight=grid_sample#torch.nn.functional.grid_sample) | [paddle.nn.functional.grid_sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/grid_sample_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.grid_sample.html) | -| 177 | [torch.diagflat](https://pytorch.org/docs/stable/generated/torch.diagflat.html?highlight=diagflat#torch.diagflat) | [paddle.diagflat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagflat_cn.html#diagflat) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.diagflat.html) | -| 178 | [torch.Tensor.vsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.vsplit.html) | [paddle.Tensor.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#vsplit-num_or_indices-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.vsplit.html) | -| 179 | [torch.movedim](https://pytorch.org/docs/stable/generated/torch.movedim.html?highlight=movedim#torch.movedim) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.movedim.html) | -| 180 | [torch.Tensor.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor.html) | paddle.Tensor.bitwise_xor | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_xor.html) | -| 181 | [torch.cdist](https://pytorch.org/docs/stable/generated/torch.cdist.html#torch.cdist) | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cdist.html) | -| 182 | [torch.fft.fftshift](https://pytorch.org/docs/stable/generated/torch.fft.fftshift.html#torch.fft.fftshift) | [paddle.fft.fftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftshift_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.fft.fftshift.html) | -| 183 | [torch.nn.functional.softsign](https://pytorch.org/docs/stable/generated/torch.nn.functional.softsign.html?highlight=softsign#torch.nn.functional.softsign) | [paddle.nn.functional.softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softsign_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softsign.html) | -| 184 | [torch.nn.ModuleList](https://pytorch.org/docs/stable/generated/torch.nn.ModuleList.html?highlight=torch+nn+modulelist#torch.nn.ModuleList) | [paddle.nn.LayerList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerList_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.ModuleList.html) | -| 185 | [torch.Tensor.cross](https://pytorch.org/docs/stable/generated/torch.Tensor.cross.html?highlight=cross#torch.Tensor.cross) | [paddle.Tensor.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cross-y-axis-none-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cross.html) | -| 186 | [torch.Tensor.ger](https://pytorch.org/docs/stable/generated/torch.Tensor.ger.html?highlight=torch+tensor+ger#torch.Tensor.ger) | paddle.Tensor.outer | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ger.html) | -| 187 | [torch.Tensor.isclose](https://pytorch.org/docs/stable/generated/torch.Tensor.isclose.html) | [paddle.Tensor.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isclose-x-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.isclose.html) | -| 188 | [torch.kthvalue](https://pytorch.org/docs/stable/generated/torch.kthvalue.html?highlight=kthvalue#torch.kthvalue) | [paddle.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kthvalue_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.kthvalue.html) | -| 189 | [torch.nn.functional.hardtanh_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.hardtanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardtanh_.html) | -| 190 | [torch.Tensor.lerp](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp.html) | [paddle.Tensor.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lerp.html) | -| 191 | [torch.Tensor.addmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm.html) | paddle.Tensor.addmm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.addmm.html) | -| 192 | [torch.Tensor.igammac_](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac_.html#torch.Tensor.igammac_) | [paddle.Tensor.gammaincc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc__cn.html#gammaincc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igammac_.html) | -| 193 | [torch.nn.functional.glu](https://pytorch.org/docs/stable/generated/torch.nn.functional.glu.html?highlight=glu#torch.nn.functional.glu) | [paddle.nn.functional.glu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/glu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.glu.html) | -| 194 | [torch.Tensor.orgqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.Tensor.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.orgqr.html) | -| 195 | [torch.positive](https://pytorch.org/docs/stable/generated/torch.positive.html#torch-positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.positive.html) | -| 196 | [torch.moveaxis](https://pytorch.org/docs/stable/generated/torch.moveaxis.html?highlight=moveaxis#torch.moveaxis) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.moveaxis.html) | -| 197 | [torch.nn.functional.adaptive\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool2d.html?highlight=adaptive_max_pool2d#torch.nn.functional.adaptive_max_pool2d) | [paddle.nn.functional.adaptive\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_max_pool2d.html) | -| 198 | [torch.Tensor.hypot](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot.html#torch.Tensor.hypot) | [paddle.Tensor.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hypot.html) | -| 199 | [torch.nn.Hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.Hardshrink.html?highlight=hardshrink#torch.nn.Hardshrink) | [paddle.nn.Hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardshrink_cn.html#hardshrink) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.Hardshrink.html) | -| 200 | [torch.trace](https://pytorch.org/docs/stable/generated/torch.trace.html?highlight=trace#torch.trace) | [paddle.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trace_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trace.html) | -| 201 | [torch.Tensor.igamma](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma.html#torch.Tensor.igamma) | [paddle.Tensor.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc_cn.html#gammainc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.igamma.html) | -| 202 | [torch.profiler.schedule](https://pytorch.org/docs/stable/profiler.html#torch.profiler.schedule) | [paddle.profiler.make_scheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/make_scheduler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.profiler.schedule.html) | -| 203 | [torch.Tensor.hardshrink](https://pytorch.org/docs/stable/generated/torch.Tensor.hardshrink.html?highlight=torch+tensor+hardshrink#torch.Tensor.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html#hardshrink) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.hardshrink.html) | -| 204 | [torch.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.bitwise_xor.html) | [paddle.bitwise_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_xor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.bitwise_xor.html) | -| 205 | [torch.conj](https://pytorch.org/docs/stable/generated/torch.conj.html?highlight=conj#torch.conj) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.conj.html) | -| 206 | [torch.pinverse](https://pytorch.org/docs/stable/generated/torch.pinverse.html?highlight=pinverse#torch.pinverse) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html#pinv) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.pinverse.html) | -| 207 | [torch.nn.functional.relu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu_.html?highlight=relu_#torch.nn.functional.relu_) | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu_.html) | -| 208 | [torch.Tensor.diagonal](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal.html?highlight=diagonal#torch.Tensor.diagonal) | [paddle.Tensor.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.diagonal.html) | -| 209 | [torch.Tensor.pow_](https://pytorch.org/docs/stable/generated/torch.Tensor.pow_.html) | paddle.Tensor.pow_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.pow_.html) | -| 210 | [torch.nn.functional.affine_grid](https://pytorch.org/docs/stable/generated/torch.nn.functional.affine_grid.html?highlight=affine_grid#torch.nn.functional.affine_grid) | [paddle.nn.functional.affine_grid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/affine_grid_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.affine_grid.html) | -| 211 | [torch.select_scatter](https://pytorch.org/docs/stable/generated/torch.select_scatter.html#torch-select-scatter) | [paddle.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/select_scatter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.select_scatter.html) | -| 212 | [torch.dstack](https://pytorch.org/docs/stable/generated/torch.dstack.html#torch.dstack) | [paddle.dstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dstack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dstack.html) | -| 213 | [torch.as_strided](https://pytorch.org/docs/stable/generated/torch.as_strided.html?highlight=as_strided#torch.as_strided) | [paddle.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/as_strided_cn.html#as-strided) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.as_strided.html) | -| 214 | [torch.linalg.matrix_exp](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_exp.html#torch.linalg.matrix_exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.matrix_exp.html) | -| 215 | [torchvision.io.read_file](https://pytorch.org/vision/main/generated/torchvision.io.read_file.html) | [paddle.vision.ops.read_file](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/read_file_cn.html#cn-api-paddle-vision-ops-read-file) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torchvision.io.read_file.html) | -| 216 | [torch.dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.dropout.html) | -| 217 | [torch.Tensor.ormqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.ormqr.html) | -| 218 | [torch.nn.functional.local\_response\_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.local_response_norm.html?highlight=local_response_norm#torch.nn.functional.local_response_norm) | [paddle.nn.functional.local\_response\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/local_response_norm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.local_response_norm.html) | -| 219 | [torch.Tensor.roll](https://pytorch.org/docs/stable/generated/torch.Tensor.roll.html?highlight=torch+tensor+roll#torch.Tensor.roll) | [paddle.Tensor.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.roll.html) | -| 220 | [torch.Tensor.bitwise\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and_.html) | paddle.Tensor.bitwise_and_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.bitwise_and_.html) | -| 221 | [torch.nn.functional.softshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.softshrink.html?highlight=softshrink#torch.nn.functional.softshrink) | [paddle.nn.functional.softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softshrink_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.softshrink.html) | -| 222 | [torch.nn.functional.relu6](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu6.html?highlight=relu6#torch.nn.functional.relu6) | [paddle.nn.functional.relu6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu6_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu6.html) | -| 223 | [torch.Tensor.lcm](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm.html) | paddle.Tensor.lcm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.lcm.html) | -| 224 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.from_numpy.html) | -| 225 | [torch.combinations](https://pytorch.org/docs/stable/generated/torch.combinations.html#torch.combinations) | [paddle.combinations](https://github.com/PaddlePaddle/Paddle/blob/8932f1c5e26788ab1eed226e70fafb1ea67ce737/python/paddle/tensor/math.py#L7099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.combinations.html) | -| 226 | [torch.Tensor.maximum](https://pytorch.org/docs/stable/generated/torch.Tensor.maximum.html#torch.Tensor.maximum) | [paddle.Tensor.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#maximum-y-axis-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.maximum.html) | -| 227 | [torch.Tensor.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky_solve.html#torch-tensor-cholesky-solve) | paddle.Tensor.cholesky_solve | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.cholesky_solve.html) | -| 228 | [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html?highlight=conv2d#torch.nn.functional.conv2d) | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv2d.html) | +| 42 | [torch.Tensor.dist](https://pytorch.org/docs/stable/generated/torch.Tensor.dist.html?highlight=dist#torch.Tensor.dist) | [paddle.Tensor.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dist-y-p-2) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dist.html) | +| 43 | [torch.Tensor.flip](https://pytorch.org/docs/stable/generated/torch.Tensor.flip.html?highlight=flip#torch.Tensor.flip) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.flip.html) | +| 44 | [torch.nn.utils.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.html?highlight=nn+utils+weight_norm#torch.nn.utils.weight_norm) | [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.weight_norm.html) | +| 45 | [torch.nn.functional.cosine_similarity](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_similarity.html?highlight=cosine#torch.nn.functional.cosine_similarity) | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.cosine_similarity.html) | +| 46 | [torch.nn.Fold](https://pytorch.org/docs/stable/generated/torch.nn.Fold.html?highlight=nn+fold#torch.nn.Fold) | [paddle.nn.Fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Fold_cn.html#fold) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Fold.html) | +| 47 | [torch.nn.ModuleDict](https://pytorch.org/docs/stable/generated/torch.nn.ModuleDict.html?highlight=torch+nn+moduledict#torch.nn.ModuleDict) | [paddle.nn.LayerDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerDict_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleDict.html) | +| 48 | [torch.Tensor.true\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide_.html) | paddle.Tensor.divide_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.true_divide_.html) | +| 49 | [torch.Tensor.kthvalue](https://pytorch.org/docs/stable/generated/torch.Tensor.kthvalue.html) | [paddle.Tensor.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#kthvalue-k-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.kthvalue.html) | +| 50 | [torch.nn.functional.triplet\_margin\_with\_distance\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_with_distance_loss.html?highlight=triplet_margin_with_distance_loss#torch.nn.functional.triplet_margin_with_distance_loss) | [paddle.nn.functional.triplet\_margin\_with\_distance\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_with_distance_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.triplet_margin_with_distance_loss.html) | +| 51 | [torch.Tensor.diff](https://pytorch.org/docs/stable/generated/torch.Tensor.diff.html?highlight=diff#torch.Tensor.diff) | [paddle.Tensor.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diff.html) | +| 52 | [torch.nn.functional.pairwise_distance](https://pytorch.org/docs/stable/generated/torch.nn.functional.pairwise_distance.html) | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pairwise_distance.html) | +| 53 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | [paddlenlp.generation.StoppingCriteriaList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/stopping_criteria.py#L72) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.StoppingCriteriaList.html) | +| 54 | [torch.Tensor.hsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.hsplit.html) | [paddle.Tensor.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#hsplit-num_or_indices-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hsplit.html) | +| 55 | [torch.nn.Module.add_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+add_module#torch.nn.Module.add_module) | [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.add_module.html) | +| 56 | [torch.nn.functional.unfold](https://pytorch.org/docs/stable/generated/torch.nn.functional.unfold.html#torch.nn.functional.unfold) | [paddle.nn.functional.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/unfold_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.unfold.html) | +| 57 | [torch.Tensor.quantile](https://pytorch.org/docs/stable/generated/torch.Tensor.quantile.html#torch.Tensor.quantile) | [paddle.Tensor.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#quantile-q-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.quantile.html) | +| 58 | [torch.utils.dlpack.from_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+from_dlpack#torch.utils.dlpack.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.from_dlpack.html) | +| 59 | [torch.cuda.nvtx.range_push](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_push.html?highlight=range_push#torch.cuda.nvtx.range_push) | [paddle.framework.core.nvprof\_nvtx\_push](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2465) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cuda.nvtx.range_push.html) | +| 60 | [torch.nn.ParameterDict](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterDict) | [paddle.nn.ParameterDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterDict_cn.html#parameterdict) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterDict.html) | +| 61 | [torch.Tensor.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal_scatter.html?highlight=diagonal_scatter#torch.Tensor.diagonal_scatter) | [paddle.Tensor.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-scatter-x-y-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal_scatter.html) | +| 62 | [torch.nn.AdaptiveMaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool1d.html?highlight=adaptivemaxpool1d#torch.nn.AdaptiveMaxPool1d) | [paddle.nn.AdaptiveMaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool1D_cn.html#adaptivemaxpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool1d.html) | +| 63 | [torch.det](https://pytorch.org/docs/stable/generated/torch.det.html?highlight=det#torch.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.det.html) | +| 64 | [torch.abs_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.abs_.html) | +| 65 | [torch.isin](https://pytorch.org/docs/stable/generated/torch.isin.html#torch.isin) | [paddle.isin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isin_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isin.html) | +| 66 | [torch.Tensor.eq](https://pytorch.org/docs/stable/generated/torch.Tensor.eq.html?highlight=eq#torch.Tensor.eq) | [paddle.Tensor.equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.eq.html) | +| 67 | [torch.Tensor.ldexp_](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp_.html) | paddle.Tensor.ldexp_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp_.html) | +| 68 | [torch.nn.GaussianNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.GaussianNLLLoss) | [paddle.nn.GaussianNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GaussianNLLLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GaussianNLLLoss.html) | +| 69 | [torch.hsplit](https://pytorch.org/docs/stable/generated/torch.hsplit.html#torch.hsplit) | [paddle.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hsplit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hsplit.html) | +| 70 | [torch.nn.functional.gaussian\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.gaussian_nll_loss.html#torch.nn.functional.gaussian_nll_loss) | [paddle.nn.functional.gaussian\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gaussian_nll_loss_cn.html#gaussian-nll-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.gaussian_nll_loss.html) | +| 71 | [torch.Tensor.index\_fill\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill_.html?highlight=index_fill_#torch.Tensor.index_fill_) | paddle.Tensor.index_fill_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill_.html) | +| 72 | [torch.svd_lowrank](https://pytorch.org/docs/stable/generated/torch.svd_lowrank.html?highlight=torch+svd_lowrank#torch.svd_lowrank) | [paddle.linalg.svd_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_lowrank_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.svd_lowrank.html) | +| 73 | [torch.max_pool3d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.max_pool3d.html) | +| 74 | [torch.take](https://pytorch.org/docs/stable/generated/torch.take.html?highlight=torch+take#torch.take) | [paddle.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/take_cn.html#take) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.take.html) | +| 75 | [torch.nn.functional.adaptive\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool3d.html?highlight=adaptive_max_pool3d#torch.nn.functional.adaptive_max_pool3d) | [paddle.nn.functional.adaptive\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool3d.html) | +| 76 | [torch.kron](https://pytorch.org/docs/stable/generated/torch.kron.html#torch-kron) | [paddle.kron](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kron_cn.html#kron) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kron.html) | +| 77 | [torch.Tensor.baddbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm.html#torch.Tensor.baddbmm) | [paddle.Tensor.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm.html) | +| 78 | [torch.allclose](https://pytorch.org/docs/stable/generated/torch.allclose.html?highlight=allclose#torch.allclose) | [paddle.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/allclose_cn.html#allclose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.allclose.html) | +| 79 | [torch.bitwise_or](https://pytorch.org/docs/stable/generated/torch.bitwise_or.html#torch-bitwise-or) | [paddle.bitwise_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_or_cn.html#bitwise-or) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_or.html) | +| 80 | [torch.nn.utils.spectral_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.html?highlight=nn+utils+spectral_norm#torch.nn.utils.spectral_norm) | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.spectral_norm.html) | +| 81 | [torch.is\_floating\_point](https://pytorch.org/docs/stable/generated/torch.is_floating_point.html?highlight=is_floating_point#torch.is_floating_point) | [paddle.is\_floating\_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_floating_point_cn.html#is-floating-point) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_floating_point.html) | +| 82 | [torch.Tensor.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html?highlight=index_fill#torch.Tensor.index_fill) | [paddle.Tensor.index_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_fill_cn.html#index-fill) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill.html) | +| 83 | [torch.nn.functional.softplus](https://pytorch.org/docs/stable/generated/torch.nn.functional.softplus.html?highlight=softplus#torch.nn.functional.softplus) | [paddle.nn.functional.softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softplus_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softplus.html) | +| 84 | [torch.Tensor.inner](https://pytorch.org/docs/stable/generated/torch.Tensor.inner.html) | paddle.Tensor.inner | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.inner.html) | +| 85 | [torch.nn.Module.register_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_buffer) | [paddle.nn.Layer.register_buffer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-buffer-name-tensor-persistable-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_buffer.html) | +| 86 | [torch.bitwise_not](https://pytorch.org/docs/stable/generated/torch.bitwise_not.html?highlight=bitwise_not#torch.bitwise_not) | [paddle.bitwise_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_not_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_not.html) | +| 87 | [torch.istft](https://pytorch.org/docs/stable/generated/torch.istft.html?highlight=istft#torch.istft) | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.istft.html) | +| 88 | [torch.nn.functional.adaptive\_max\_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool1d.html?highlight=torch+nn+functional+adaptive_max_pool1d#torch.nn.functional.adaptive_max_pool1d) | [paddle.nn.functional.adaptive\_max\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool1d_cn.html#adaptive-max-pool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool1d.html) | +| 89 | [torch.Tensor.logical\_or\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or_.html) | paddle.Tensor.logical_or_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_or_.html) | +| 90 | [torch.Tensor.gcd_](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd_.html) | paddle.Tensor.gcd_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd_.html) | +| 91 | [torch.dsplit](https://pytorch.org/docs/stable/generated/torch.dsplit.html#torch.dsplit) | [paddle.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dsplit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dsplit.html) | +| 92 | [torch.nn.PairwiseDistance](https://pytorch.org/docs/stable/generated/torch.nn.PairwiseDistance.html?highlight=nn+pairwisedistance#torch.nn.PairwiseDistance) | [paddle.nn.PairwiseDistance](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PairwiseDistance_cn.html#pairwisedistance) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.PairwiseDistance.html) | +| 93 | [torch.Tensor.logical\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor_.html) | paddle.Tensor.logical_xor_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_xor_.html) | +| 94 | [torch.Tensor.hypot_](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot_.html#torch.Tensor.hypot_) | [paddle.Tensor.hypot_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot__cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot_.html) | +| 95 | [torch.Tensor.gcd](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd.html?highlight=torch+tensor+gcd#torch.Tensor.gcd) | [paddle.Tensor.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#gcd-x-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd.html) | +| 96 | [torch.Tensor.outer](https://pytorch.org/docs/stable/generated/torch.Tensor.outer.html?highlight=outer#torch.Tensor.outer) | paddle.Tensor.outer | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.outer.html) | +| 97 | [torch.distributions.distribution.Distribution.rsample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.rsample) | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.rsample.html) | +| 98 | [torch.nn.functional.adaptive\_avg\_pool3d](https://pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.adaptive_avg_pool3d.html?highlight=adaptive_avg_pool3d#torch.ao.nn.quantized.functional.adaptive_avg_pool3d) | [paddle.nn.functional.adaptive\_avg\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool3d.html) | +| 99 | [torch.cumulative_trapezoid](https://pytorch.org/docs/stable/generated/torch.cumulative_trapezoid.html#torch.cumulative_trapezoid) | [paddle.cumulative_trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumulative_trapezoid_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cumulative_trapezoid.html) | +| 100 | [torch.nn.Softmax](https://pytorch.org/docs/stable/generated/torch.nn.Softmax.html?highlight=nn+softmax#torch.nn.Softmax) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softmax.html) | +| 101 | [torch.utils.dlpack.to_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+to_dlpack#torch.utils.dlpack.to_dlpack) | [paddle.utils.dlpack.to_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/to_dlpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.to_dlpack.html) | +| 102 | [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html?highlight=conv3d#torch.nn.functional.conv3d) | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv3d.html) | +| 103 | [torch.nn.functional.huber_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.huber_loss.html#torch.nn.functional.huber_loss) | [paddle.nn.functional.smooth\_l1\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/smooth_l1_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.huber_loss.html) | +| 104 | [torch.tan](https://pytorch.org/docs/stable/generated/torch.tan.html) | [paddle.tan](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/tan_cn.html#tan) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tan.html) | +| 105 | [torch.Tensor.unsqueeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze_.html#torch-tensor-unsqueeze) | [paddle.Tensor.unsqueeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unsqueeze_.html) | +| 106 | [torch.isclose](https://pytorch.org/docs/stable/generated/torch.isclose.html?highlight=isclose#torch.isclose) | [paddle.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isclose_cn.html#isclose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isclose.html) | +| 107 | [torch.nn.Unflatten](https://pytorch.org/docs/stable/generated/torch.nn.Unflatten.html?highlight=torch+nn+unflatten#torch.nn.Unflatten) | [paddle.nn.Unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unflatten_cn.html#unflatten) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unflatten.html) | +| 108 | [torch.vander](https://pytorch.org/docs/stable/generated/torch.vander.html?highlight=vander#torch.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html#vander) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vander.html) | +| 109 | [torch.Tensor.broadcast_to](https://pytorch.org/docs/stable/generated/torch.Tensor.broadcast_to.html) | [paddle.Tensor.broadcast_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#broadcast-to-shape-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.broadcast_to.html) | +| 110 | [torch.Tensor.renorm](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm.html#torch-tensor-renorm) | paddle.Tensor.renorm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm.html) | +| 111 | [torch.nn.functional.tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanhshrink.html?highlight=tanhshri#torch.nn.functional.tanhshrink) | [paddle.nn.functional.tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/tanhshrink_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanhshrink.html) | +| 112 | [torch.distributions.kl.register_kl](https://pytorch.org/docs/stable/distributions.html?highlight=register_kl#torch.distributions.kl.register_kl) | [paddle.distribution.register_kl](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/register_kl_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.kl.register_kl.html) | +| 113 | [torch.Tensor.cumsum_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum_.html) | paddle.Tensor.cumsum_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cumsum_.html) | +| 114 | [torch.distributed.rpc.remote](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.remote) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.remote.html) | +| 115 | [torch.Tensor.mode](https://pytorch.org/docs/stable/generated/torch.Tensor.mode.html) | [paddle.Tensor.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mode-axis-1-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.mode.html) | +| 116 | [torch.Tensor.fmin](https://pytorch.org/docs/stable/generated/torch.Tensor.fmin.html?highlight=fmin#torch.Tensor.fmin) | [paddle.Tensor.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html#fmin) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmin.html) | +| 117 | torch.relu | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html#relu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.relu.html) | +| 118 | [torch.bincount](https://pytorch.org/docs/stable/generated/torch.bincount.html?highlight=bincount#torch.bincount) | [paddle.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bincount_cn.html#bincount) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bincount.html) | +| 119 | [torch.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html#torch.Tensor.index_fill) | [paddle.index_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5900) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.index_fill.html) | +| 120 | [torch.nn.AdaptiveMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool2d.html?highlight=adaptivemaxpool2d#torch.nn.AdaptiveMaxPool2d) | [paddle.nn.AdaptiveMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool2D_cn.html#adaptivemaxpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool2d.html) | +| 121 | [torch.real](https://pytorch.org/docs/stable/generated/torch.real.html?highlight=real#torch.real) | [paddle.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/real_cn.html#real) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.real.html) | +| 122 | [torch.nn.LogSoftmax](https://pytorch.org/docs/stable/generated/torch.nn.LogSoftmax.html?highlight=nn+logsoftmax#torch.nn.LogSoftmax) | [paddle.nn.LogSoftmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LogSoftmax_cn.html#logsoftmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.LogSoftmax.html) | +| 123 | [torch.nn.functional.hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardshrink.html?highlight=hardshrink#torch.nn.functional.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardshrink.html) | +| 124 | [torch.nn.Module.register_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_parameter) | [paddle.nn.Layer.add_parameter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-parameter-name-parameter) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_parameter.html) | +| 125 | [torch.vstack](https://pytorch.org/docs/stable/generated/torch.vstack.html#torch.vstack) | [paddle.vstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vstack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vstack.html) | +| 126 | [torch.distributions.distribution.Distribution.sample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.sample) | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.sample.html) | +| 127 | [torch.nn.Module.named_buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_buffers) | [paddle.nn.Layer.named_buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-buffers-prefix-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_buffers.html) | +| 128 | [torch.nn.Module.named_parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+named_parameters#torch.nn.Module.named_parameters) | [paddle.nn.Layer.named_parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-parameters-prefix-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_parameters.html) | +| 129 | [torch.Tensor.lerp_](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp_.html) | [paddle.Tensor.lerp_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp_.html) | +| 130 | [torch.tile](https://pytorch.org/docs/stable/generated/torch.tile.html?highlight=tile#torch.tile) | [paddle.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tile_cn.html#tile) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tile.html) | +| 131 | [torch.Tensor.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html#torch.nanquantile) | [paddle.Tensor.nanquantile](https://github.com/PaddlePaddle/Paddle/pull/41343) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nanquantile.html) | +| 132 | [torch.nn.Module.buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.buffers) | [paddle.nn.Layer.buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#buffers-include-sublayers-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.buffers.html) | +| 133 | [torch.fft.ifftshift](https://pytorch.org/docs/stable/generated/torch.fft.ifftshift.html#torch.fft.ifftshift) | [paddle.fft.ifftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftshift_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.ifftshift.html) | +| 134 | [torch.row_stack](https://pytorch.org/docs/stable/generated/torch.row_stack.html#torch.row_stack) | [paddle.row_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/row_stack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.row_stack.html) | +| 135 | [torch.Tensor.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.atan2.html) | +| 136 | [torch.nn.Softshrink](https://pytorch.org/docs/stable/generated/torch.nn.Softshrink.html?highlight=nn+softshrink#torch.nn.Softshrink) | [paddle.nn.Softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softshrink_cn.html#softshrink) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softshrink.html) | +| 137 | [torch.hstack](https://pytorch.org/docs/stable/generated/torch.hstack.html#torch.hstack) | [paddle.hstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hstack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hstack.html) | +| 138 | [transformers.generation.LogitsProcessor](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#logitsprocessor) | [paddlenlp.generation.LogitsProcessor](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/logits_process.py#L26) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.generation.LogitsProcessor.html) | +| 139 | [torch.nn.GLU](https://pytorch.org/docs/stable/generated/torch.nn.GLU.html#torch.nn.GLU) | [paddle.nn.GLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GLU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GLU.html) | +| 140 | [torch.Tensor.igammac](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac.html#torch.Tensor.igammac) | [paddle.Tensor.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc_cn.html#gammaincc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac.html) | +| 141 | [torch.Tensor.index_put](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put.html?highlight=index_put#torch.Tensor.index_put) | [paddle.Tensor.index_put](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_put_cn.html#index-put) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put.html) | +| 142 | [torch.Tensor.select_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.select_scatter.html#torch-select-scatter) | [paddle.Tensor.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.select_scatter.html) | +| 143 | [torch.Tensor.logaddexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp.html#torch.Tensor.logaddexp) | [paddle.Tensor.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logaddexp.html) | +| 144 | [torch.nn.ParameterList](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterList) | [paddle.nn.ParameterList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterList_cn.html#parameterlist) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterList.html) | +| 145 | [torch.from_dlpack](https://pytorch.org/docs/stable/generated/torch.from_dlpack.html?highlight=from_dlpack#torch.from_dlpack) | [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.from_dlpack.html) | +| 146 | [torch.Tensor.logical\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and_.html) | paddle.Tensor.logical_and_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_and_.html) | +| 147 | [torch.distributed.rpc.get\_worker\_info](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.get_worker_info) | [paddle.distributed.rpc.get\_worker\_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/get_worker_info_cn.html#cn-api-distributed-rpc-get-worker-info) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.get_worker_info.html) | +| 148 | [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html?highlight=conv1d#torch.nn.functional.conv1d) | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv1d.html) | +| 149 | [torch.Tensor.renorm_](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm_.html#torch-tensor-renorm_) | paddle.Tensor.renorm_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm_.html) | +| 150 | [torch.Tensor.fmax](https://pytorch.org/docs/stable/generated/torch.Tensor.fmax.html?highlight=fmax#torch.Tensor.fmax) | [paddle.Tensor.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html#fmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmax.html) | +| 151 | [torch.diagonal](https://pytorch.org/docs/stable/generated/torch.diagonal.html?highlight=diagonal#torch.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal.html) | +| 152 | [torch.histogramdd](https://pytorch.org/docs/stable/generated/torch.histogramdd.html#torch-histogramdd) | [paddle.histogramdd](https://github.com/PaddlePaddle/Paddle/blob/a19227d9ee0e351363a4bb27b50b1becbec58a6c/python/paddle/tensor/linalg.py#L3875) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.histogramdd.html) | +| 153 | [torch.dist](https://pytorch.org/docs/stable/generated/torch.dist.html?highlight=dist#torch.dist) | [paddle.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dist_cn.html#dist) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dist.html) | +| 154 | [torch.Tensor.tensor_split](https://pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.html) | [paddle.Tensor.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor_split-num_or_indices-axis-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.tensor_split.html) | +| 155 | [torch.Tensor.nansum](https://pytorch.org/docs/stable/generated/torch.Tensor.nansum.html?highlight=nansum#torch.Tensor.nansum) | paddle.Tensor.nansum | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nansum.html) | +| 156 | [torch.Tensor.std](https://pytorch.org/docs/stable/generated/torch.Tensor.std.html?highlight=torch+tensor+std#torch.Tensor.std) | [paddle.Tensor.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#std-axis-none-unbiased-true-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.std.html) | +| 157 | [torch.Tensor.bitwise\_xor\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor_.html) | paddle.Tensor.bitwise_xor_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor_.html) | +| 158 | [torch.Tensor.diag](https://pytorch.org/docs/stable/generated/torch.Tensor.diag.html?highlight=diag#torch.Tensor.diag) | [paddle.Tensor.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html#diag) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diag.html) | +| 159 | [torch.linalg.lstsq](https://pytorch.org/docs/stable/generated/torch.linalg.lstsq.html?highlight=lstsq#torch.linalg.lstsq) | [paddle.linalg.lstsq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lstsq_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.lstsq.html) | +| 160 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | [paddle.nn.Unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unfold_cn.html#unfold) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unfold.html) | +| 161 | [torch.nn.Flatten](https://pytorch.org/docs/stable/generated/torch.nn.Flatten.html?highlight=nn+flatten#torch.nn.Flatten) | [paddle.nn.Flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Flatten_cn.html#flatten) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Flatten.html) | +| 162 | [torch.bitwise_and](https://pytorch.org/docs/stable/generated/torch.bitwise_and.html#torch.bitwise_and) | [paddle.bitwise_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_and_cn.html#bitwise-and) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_and.html) | +| 163 | [torch.Tensor.squeeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.squeeze_.html#torch-tensor-squeeze) | [paddle.Tensor.squeeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id19) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.squeeze_.html) | +| 164 | [torch.sparse.addmm](https://pytorch.org/docs/stable/generated/torch.sparse.addmm.html?highlight=addmm#torch.sparse.addmm) | [paddle.sparse.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/addmm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.addmm.html) | +| 165 | [torch.rot90](https://pytorch.org/docs/stable/generated/torch.rot90.html?highlight=torch+rot90#torch.rot90) | [paddle.rot90](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rot90_cn.html#rot90) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.rot90.html) | +| 166 | [torch.nn.functional.pdist](https://pytorch.org/docs/stable/generated/torch.nn.functional.pdist.html#torch.nn.functional.pdist) | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pdist.html) | +| 167 | [torch.Tensor.unflatten](https://pytorch.org/docs/stable/generated/torch.Tensor.unflatten.html#torch.Tensor.unflatten) | [paddle.Tensor.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unflatten-axis-shape-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unflatten.html) | +| 168 | [torch.squeeze](https://pytorch.org/docs/stable/generated/torch.squeeze.html?highlight=squeeze#torch.squeeze) | [paddle.squeeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/squeeze_cn.html#squeeze) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.squeeze.html) | +| 169 | [torch.nn.utils.remove\_weight\_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.remove_weight_norm.html?highlight=nn+utils+remove_weight_norm#torch.nn.utils.remove_weight_norm) | [paddle.nn.utils.remove\_weight\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/remove_weight_norm_cn.html#remove-weight-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.remove_weight_norm.html) | +| 170 | [torch.Tensor.baddbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm_.html#torch.Tensor.baddbmm_) | [paddle.Tensor.baddbmm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm_.html) | +| 171 | [torch.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html#torch.Tensor.masked_fill) | [paddle.masked_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5111) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.masked_fill.html) | +| 172 | [torch.special.log_softmax](https://pytorch.org/docs/stable/special.html#torch.special.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.special.log_softmax.html) | +| 173 | [torch.Tensor.unfold](https://pytorch.org/docs/stable/generated/torch.Tensor.unfold.html?highlight=unfold#torch.Tensor.unfold) | [paddle.Tensor.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unfold-x-axis-size-step-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unfold.html) | +| 174 | [torch.Tensor.addmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm_.html) | paddle.Tensor.addmm_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm_.html) | +| 175 | [torch.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html#celu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.celu.html) | +| 176 | [torch.nn.functional.grid_sample](https://pytorch.org/docs/stable/generated/torch.nn.functional.grid_sample.html?highlight=grid_sample#torch.nn.functional.grid_sample) | [paddle.nn.functional.grid_sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/grid_sample_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.grid_sample.html) | +| 177 | [torch.diagflat](https://pytorch.org/docs/stable/generated/torch.diagflat.html?highlight=diagflat#torch.diagflat) | [paddle.diagflat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagflat_cn.html#diagflat) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagflat.html) | +| 178 | [torch.Tensor.vsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.vsplit.html) | [paddle.Tensor.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#vsplit-num_or_indices-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vsplit.html) | +| 179 | [torch.movedim](https://pytorch.org/docs/stable/generated/torch.movedim.html?highlight=movedim#torch.movedim) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.movedim.html) | +| 180 | [torch.Tensor.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor.html) | paddle.Tensor.bitwise_xor | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor.html) | +| 181 | [torch.cdist](https://pytorch.org/docs/stable/generated/torch.cdist.html#torch.cdist) | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cdist.html) | +| 182 | [torch.fft.fftshift](https://pytorch.org/docs/stable/generated/torch.fft.fftshift.html#torch.fft.fftshift) | [paddle.fft.fftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftshift_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.fftshift.html) | +| 183 | [torch.nn.functional.softsign](https://pytorch.org/docs/stable/generated/torch.nn.functional.softsign.html?highlight=softsign#torch.nn.functional.softsign) | [paddle.nn.functional.softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softsign_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softsign.html) | +| 184 | [torch.nn.ModuleList](https://pytorch.org/docs/stable/generated/torch.nn.ModuleList.html?highlight=torch+nn+modulelist#torch.nn.ModuleList) | [paddle.nn.LayerList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerList_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleList.html) | +| 185 | [torch.Tensor.cross](https://pytorch.org/docs/stable/generated/torch.Tensor.cross.html?highlight=cross#torch.Tensor.cross) | [paddle.Tensor.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cross-y-axis-none-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cross.html) | +| 186 | [torch.Tensor.ger](https://pytorch.org/docs/stable/generated/torch.Tensor.ger.html?highlight=torch+tensor+ger#torch.Tensor.ger) | paddle.Tensor.outer | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ger.html) | +| 187 | [torch.Tensor.isclose](https://pytorch.org/docs/stable/generated/torch.Tensor.isclose.html) | [paddle.Tensor.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isclose-x-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.isclose.html) | +| 188 | [torch.kthvalue](https://pytorch.org/docs/stable/generated/torch.kthvalue.html?highlight=kthvalue#torch.kthvalue) | [paddle.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kthvalue_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kthvalue.html) | +| 189 | [torch.nn.functional.hardtanh_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods) | [paddle.nn.functional.hardtanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardtanh_.html) | +| 190 | [torch.Tensor.lerp](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp.html) | [paddle.Tensor.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp.html) | +| 191 | [torch.Tensor.addmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm.html) | paddle.Tensor.addmm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm.html) | +| 192 | [torch.Tensor.igammac_](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac_.html#torch.Tensor.igammac_) | [paddle.Tensor.gammaincc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc__cn.html#gammaincc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac_.html) | +| 193 | [torch.nn.functional.glu](https://pytorch.org/docs/stable/generated/torch.nn.functional.glu.html?highlight=glu#torch.nn.functional.glu) | [paddle.nn.functional.glu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/glu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.glu.html) | +| 194 | [torch.Tensor.orgqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.Tensor.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.orgqr.html) | +| 195 | [torch.positive](https://pytorch.org/docs/stable/generated/torch.positive.html#torch-positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.positive.html) | +| 196 | [torch.moveaxis](https://pytorch.org/docs/stable/generated/torch.moveaxis.html?highlight=moveaxis#torch.moveaxis) | [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.moveaxis.html) | +| 197 | [torch.nn.functional.adaptive\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool2d.html?highlight=adaptive_max_pool2d#torch.nn.functional.adaptive_max_pool2d) | [paddle.nn.functional.adaptive\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool2d.html) | +| 198 | [torch.Tensor.hypot](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot.html#torch.Tensor.hypot) | [paddle.Tensor.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot.html) | +| 199 | [torch.nn.Hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.Hardshrink.html?highlight=hardshrink#torch.nn.Hardshrink) | [paddle.nn.Hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardshrink_cn.html#hardshrink) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Hardshrink.html) | +| 200 | [torch.trace](https://pytorch.org/docs/stable/generated/torch.trace.html?highlight=trace#torch.trace) | [paddle.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trace_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trace.html) | +| 201 | [torch.Tensor.igamma](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma.html#torch.Tensor.igamma) | [paddle.Tensor.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc_cn.html#gammainc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma.html) | +| 202 | [torch.profiler.schedule](https://pytorch.org/docs/stable/profiler.html#torch.profiler.schedule) | [paddle.profiler.make_scheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/make_scheduler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.profiler.schedule.html) | +| 203 | [torch.Tensor.hardshrink](https://pytorch.org/docs/stable/generated/torch.Tensor.hardshrink.html?highlight=torch+tensor+hardshrink#torch.Tensor.hardshrink) | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html#hardshrink) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hardshrink.html) | +| 204 | [torch.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.bitwise_xor.html) | [paddle.bitwise_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_xor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_xor.html) | +| 205 | [torch.conj](https://pytorch.org/docs/stable/generated/torch.conj.html?highlight=conj#torch.conj) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.conj.html) | +| 206 | [torch.pinverse](https://pytorch.org/docs/stable/generated/torch.pinverse.html?highlight=pinverse#torch.pinverse) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html#pinv) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pinverse.html) | +| 207 | [torch.nn.functional.relu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu_.html?highlight=relu_#torch.nn.functional.relu_) | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu_.html) | +| 208 | [torch.Tensor.diagonal](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal.html?highlight=diagonal#torch.Tensor.diagonal) | [paddle.Tensor.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal.html) | +| 209 | [torch.Tensor.pow_](https://pytorch.org/docs/stable/generated/torch.Tensor.pow_.html) | paddle.Tensor.pow_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.pow_.html) | +| 210 | [torch.nn.functional.affine_grid](https://pytorch.org/docs/stable/generated/torch.nn.functional.affine_grid.html?highlight=affine_grid#torch.nn.functional.affine_grid) | [paddle.nn.functional.affine_grid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/affine_grid_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.affine_grid.html) | +| 211 | [torch.select_scatter](https://pytorch.org/docs/stable/generated/torch.select_scatter.html#torch-select-scatter) | [paddle.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/select_scatter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.select_scatter.html) | +| 212 | [torch.dstack](https://pytorch.org/docs/stable/generated/torch.dstack.html#torch.dstack) | [paddle.dstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dstack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dstack.html) | +| 213 | [torch.as_strided](https://pytorch.org/docs/stable/generated/torch.as_strided.html?highlight=as_strided#torch.as_strided) | [paddle.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/as_strided_cn.html#as-strided) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.as_strided.html) | +| 214 | [torch.linalg.matrix_exp](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_exp.html#torch.linalg.matrix_exp) | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.matrix_exp.html) | +| 215 | [torchvision.io.read_file](https://pytorch.org/vision/main/generated/torchvision.io.read_file.html) | [paddle.vision.ops.read_file](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/read_file_cn.html#cn-api-paddle-vision-ops-read-file) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torchvision.io.read_file.html) | +| 216 | [torch.dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dropout.html) | +| 217 | [torch.Tensor.ormqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ormqr.html) | +| 218 | [torch.nn.functional.local\_response\_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.local_response_norm.html?highlight=local_response_norm#torch.nn.functional.local_response_norm) | [paddle.nn.functional.local\_response\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/local_response_norm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.local_response_norm.html) | +| 219 | [torch.Tensor.roll](https://pytorch.org/docs/stable/generated/torch.Tensor.roll.html?highlight=torch+tensor+roll#torch.Tensor.roll) | [paddle.Tensor.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.roll.html) | +| 220 | [torch.Tensor.bitwise\_and\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and_.html) | paddle.Tensor.bitwise_and_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and_.html) | +| 221 | [torch.nn.functional.softshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.softshrink.html?highlight=softshrink#torch.nn.functional.softshrink) | [paddle.nn.functional.softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softshrink_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softshrink.html) | +| 222 | [torch.nn.functional.relu6](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu6.html?highlight=relu6#torch.nn.functional.relu6) | [paddle.nn.functional.relu6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu6_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu6.html) | +| 223 | [torch.Tensor.lcm](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm.html) | paddle.Tensor.lcm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm.html) | +| 224 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.from_numpy.html) | +| 225 | [torch.combinations](https://pytorch.org/docs/stable/generated/torch.combinations.html#torch.combinations) | [paddle.combinations](https://github.com/PaddlePaddle/Paddle/blob/8932f1c5e26788ab1eed226e70fafb1ea67ce737/python/paddle/tensor/math.py#L7099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.combinations.html) | +| 226 | [torch.Tensor.maximum](https://pytorch.org/docs/stable/generated/torch.Tensor.maximum.html#torch.Tensor.maximum) | [paddle.Tensor.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#maximum-y-axis-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.maximum.html) | +| 227 | [torch.Tensor.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky_solve.html#torch-tensor-cholesky-solve) | paddle.Tensor.cholesky_solve | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cholesky_solve.html) | +| 228 | [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html?highlight=conv2d#torch.nn.functional.conv2d) | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv2d.html) | ### 4. paddle 参数更多 **分类简介** @@ -864,128 +864,128 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torchvision.ops.nms](https://pytorch.org/vision/main/generated/torchvision.ops.nms.html) | [paddle.vision.ops.nms](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/nms_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.nms.html) | -| 2 | [torch.Tensor.cummin](https://pytorch.org/docs/stable/generated/torch.Tensor.cummin.html?highlight=cummin#torch.Tensor.cummin) | [paddle.Tensor.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummin-x-axis-none-dtype-int64-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cummin.html) | -| 3 | [torch.nn.functional.max_unpool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool3d.html?highlight=max_unpool3d#torch.nn.functional.max_unpool3d) | [paddle.nn.functional.max_unpool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool3d.html) | -| 4 | [torch.Tensor.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_right_shift.html) | -| 5 | [torch.nn.functional.group_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.group_norm.html#torch.nn.functional.group_norm) | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.group_norm.html) | -| 6 | [torch.nn.Module.double](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.double) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.double.html) | -| 7 | [torch.nn.MaxUnpool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool3d.html?highlight=maxunpool3d#torch.nn.MaxUnpool3d) | [paddle.nn.MaxUnPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool3d.html) | -| 8 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | [paddle.nn.functional.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pad_cn.html#pad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pad.html) | -| 9 | [torch.nn.LazyConv2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv2d.html) | [paddle.nn.Conv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2D_cn.html#conv2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv2d.html) | -| 10 | [torch.Tensor.corrcoef](https://pytorch.org/docs/stable/generated/torch.Tensor.corrcoef.html#torch.Tensor.corrcoef) | paddle.Tensor.corrcoef | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.corrcoef.html) | -| 11 | [torch.nn.functional.conv_transpose2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose2d.html?highlight=conv_#torch.nn.functional.conv_transpose2d) | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose2d.html) | -| 12 | [torch.autograd.profiler.profile.export\_chrome\_trace](https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.export_chrome_trace.html#torch.autograd.profiler.profile.export_chrome_trace) | [paddle.profiler.export\_chrome\_tracing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/export_chrome_tracing_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.autograd.profiler.profile.export_chrome_trace.html) | -| 13 | [torch.cuda.LongTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.LongTensor.html) | -| 14 | [torchvision.transforms.RandomHorizontalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomHorizontalFlip.html?highlight=randomhorizontalflip#torchvision.transforms.RandomHorizontalFlip) | [paddle.vision.transforms.RandomHorizontalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomHorizontalFlip_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomHorizontalFlip.html) | -| 15 | [torch.Tensor.take](https://pytorch.org/docs/stable/generated/torch.Tensor.take.html#torch.Tensor.take) | [paddle.Tensor.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#take-index-mode-raise-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.take.html) | -| 16 | [torch.Tensor.count_nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.count_nonzero.html#torch.Tensor.count_nonzero) | [paddle.Tensor.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#count-nonzero-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.count_nonzero.html) | -| 17 | [torch.nn.Module.bfloat16](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.bfloat16) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.bfloat16.html) | -| 18 | [torch.nn.Upsample](https://pytorch.org/docs/stable/generated/torch.nn.Upsample.html?highlight=upsample#torch.nn.Upsample) | [paddle.nn.Upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Upsample.html) | -| 19 | [torch.nn.Module.cpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.cpu.html) | -| 20 | [torch.nn.LazyConv3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv3d.html) | [paddle.nn.Conv3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3D_cn.html#conv3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv3d.html) | -| 21 | [torch.nn.Module.state_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.state_dict) | [paddle.nn.Layer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#state-dict-destination-none-include-sublayers-true-use-hook-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.state_dict.html) | -| 22 | [torch.nn.ConstantPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad1d.html?highlight=constantpad1d#torch.nn.ConstantPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad1d.html) | -| 23 | [torch.nn.functional.max_unpool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool2d.html?highlight=max_unpool2d#torch.nn.functional.max_unpool2d) | [paddle.nn.functional.max_unpool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool2d.html) | -| 24 | [torchvision.transforms.RandomCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomCrop.html) | [paddle.vision.transforms.RandomCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomCrop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomCrop.html) | -| 25 | [torch.nn.functional.conv_transpose1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose1d.html?highlight=conv_trans#torch.nn.functional.conv_transpose1d) | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose1d.html) | -| 26 | [torch.nn.Module.named_modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_modules) | [paddle.nn.Layer.named_sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-sublayers-prefix-include-self-false-layers-set-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.named_modules.html) | -| 27 | [torch.nn.Module.modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.modules) | [paddle.nn.Layer.sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Layer_cn.html#sublayers-include-self-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.modules.html) | -| 28 | [torch.Tensor.to\_sparse\_coo](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_coo.html) | paddle.Tensor.to_sparse_coo | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.to_sparse_coo.html) | -| 29 | [torch.Tensor.uniform_](https://pytorch.org/docs/stable/generated/torch.Tensor.uniform_.html#torch-tensor-uniform) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#uniform-min-1-0-max-1-0-seed-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.uniform_.html) | -| 30 | [torch.nn.functional.hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardsigmoid.html) | [paddle.nn.functional.hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.hardsigmoid.html) | -| 31 | [torch.nn.functional.pixel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_shuffle.html?highlight=pixel_shuffle#torch.nn.functional.pixel_shuffle) | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_shuffle.html) | -| 32 | [torch.optim.Optimizer](https://pytorch.org/docs/stable/optim.html#torch.optim.Optimizer) | [paddle.optimizer.Optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.optim.Optimizer.html) | -| 33 | [torch.utils.data.BatchSampler](https://pytorch.org/docs/stable/data.html?highlight=batchsampler#torch.utils.data.BatchSampler) | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.utils.data.BatchSampler.html) | -| 34 | [torch.nn.LazyConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose1d.html) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose1d.html) | -| 35 | [torch.nn.Module.half](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.half) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.half.html) | -| 36 | [torch.nn.LazyBatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm3d.html) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm3d.html) | -| 37 | [torch.Tensor.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.Tensor.unique_consecutive.html#torch.Tensor.unique_consecutive) | paddle.Tensor.unique_consecutive | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.unique_consecutive.html) | -| 38 | [torch.nn.LazyInstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm2d.html) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm2d.html) | -| 39 | [torch.Tensor.cov](https://pytorch.org/docs/stable/generated/torch.Tensor.cov.html#torch.Tensor.cov) | paddle.Tensor.cov | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cov.html) | -| 40 | [torch.Tensor.fliplr](https://pytorch.org/docs/stable/generated/torch.Tensor.fliplr.html?highlight=fliplr#torch.Tensor.fliplr) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.fliplr.html) | -| 41 | [torch.cuda.FloatTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.FloatTensor.html) | -| 42 | [torch.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.selu.html) | -| 43 | [torch.nn.CircularPad3d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad3d.html#circularpad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.CircularPad3d.html) | -| 44 | [torch.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_right_shift.html) | [paddle.bitwise\_right\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_right_shift_cn.html#bitwise-right-shift) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.bitwise_right_shift.html) | -| 45 | [torch.nn.UpsamplingBilinear2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingBilinear2d.html?highlight=upsamplingbilinear2d#torch.nn.UpsamplingBilinear2d) | [paddle.nn.UpsamplingBilinear2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingBilinear2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.UpsamplingBilinear2d.html) | -| 46 | [torch.nn.functional.conv_transpose3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose3d.html?highlight=conv_#torch.nn.functional.conv_transpose3d) | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose3d.html) | -| 47 | [torchvision.transforms.ColorJitter](https://pytorch.org/vision/main/generated/torchvision.transforms.ColorJitter.html) | [paddle.vision.transforms.ColorJitter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ColorJitter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.ColorJitter.html) | -| 48 | [torchvision.transforms.Pad](https://pytorch.org/vision/main/generated/torchvision.transforms.Pad.html) | [paddle.vision.transforms.Pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Pad__upper_cn.html#pad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.Pad.html) | -| 49 | [torch.nn.LazyInstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm1d.html) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm1d.html) | -| 50 | [torch.nn.PixelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelShuffle.html?highlight=pixel#torch.nn.PixelShuffle) | [paddle.nn.PixelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelShuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.PixelShuffle.html) | -| 51 | [torch.nn.functional.pixel_unshuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_unshuffle.html?highlight=pixel_unshuffle#torch.nn.functional.pixel_unshuffle) | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_unshuffle.html) | -| 52 | [torch.nn.MaxUnpool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool2d.html?highlight=maxunpool2d#torch.nn.MaxUnpool2d) | [paddle.nn.MaxUnPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool2d.html) | -| 53 | [torch.nn.ConstantPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad2d.html?highlight=pad#torch.nn.ConstantPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad2d.html) | -| 54 | [torch.Tensor.cummax](https://pytorch.org/docs/stable/generated/torch.Tensor.cummax.html?highlight=cummax#torch.Tensor.cummax) | [paddle.Tensor.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummax-x-axis-none-dtype-int64-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.cummax.html) | -| 55 | [torch.nansum](https://pytorch.org/docs/stable/generated/torch.nansum.html) | [paddle.nansum](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nansum_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nansum.html) | -| 56 | [torchvision.transforms.RandomErasing](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomErasing.html?highlight=randomerasing#torchvision.transforms.RandomErasing) | [paddle.vision.transforms.RandomErasing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomErasing_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.RandomErasing.html) | +| 1 | [torchvision.ops.nms](https://pytorch.org/vision/main/generated/torchvision.ops.nms.html) | [paddle.vision.ops.nms](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/nms_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.nms.html) | +| 2 | [torch.Tensor.cummin](https://pytorch.org/docs/stable/generated/torch.Tensor.cummin.html?highlight=cummin#torch.Tensor.cummin) | [paddle.Tensor.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummin-x-axis-none-dtype-int64-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummin.html) | +| 3 | [torch.nn.functional.max_unpool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool3d.html?highlight=max_unpool3d#torch.nn.functional.max_unpool3d) | [paddle.nn.functional.max_unpool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool3d.html) | +| 4 | [torch.Tensor.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift.html) | +| 5 | [torch.nn.functional.group_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.group_norm.html#torch.nn.functional.group_norm) | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.group_norm.html) | +| 6 | [torch.nn.Module.double](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.double) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.double.html) | +| 7 | [torch.nn.MaxUnpool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool3d.html?highlight=maxunpool3d#torch.nn.MaxUnpool3d) | [paddle.nn.MaxUnPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool3d.html) | +| 8 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | [paddle.nn.functional.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pad_cn.html#pad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pad.html) | +| 9 | [torch.nn.LazyConv2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv2d.html) | [paddle.nn.Conv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2D_cn.html#conv2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv2d.html) | +| 10 | [torch.Tensor.corrcoef](https://pytorch.org/docs/stable/generated/torch.Tensor.corrcoef.html#torch.Tensor.corrcoef) | paddle.Tensor.corrcoef | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.corrcoef.html) | +| 11 | [torch.nn.functional.conv_transpose2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose2d.html?highlight=conv_#torch.nn.functional.conv_transpose2d) | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose2d.html) | +| 12 | [torch.autograd.profiler.profile.export\_chrome\_trace](https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.export_chrome_trace.html#torch.autograd.profiler.profile.export_chrome_trace) | [paddle.profiler.export\_chrome\_tracing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/export_chrome_tracing_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.profiler.profile.export_chrome_trace.html) | +| 13 | [torch.cuda.LongTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.LongTensor.html) | +| 14 | [torchvision.transforms.RandomHorizontalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomHorizontalFlip.html?highlight=randomhorizontalflip#torchvision.transforms.RandomHorizontalFlip) | [paddle.vision.transforms.RandomHorizontalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomHorizontalFlip_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomHorizontalFlip.html) | +| 15 | [torch.Tensor.take](https://pytorch.org/docs/stable/generated/torch.Tensor.take.html#torch.Tensor.take) | [paddle.Tensor.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#take-index-mode-raise-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.take.html) | +| 16 | [torch.Tensor.count_nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.count_nonzero.html#torch.Tensor.count_nonzero) | [paddle.Tensor.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#count-nonzero-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.count_nonzero.html) | +| 17 | [torch.nn.Module.bfloat16](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.bfloat16) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.bfloat16.html) | +| 18 | [torch.nn.Upsample](https://pytorch.org/docs/stable/generated/torch.nn.Upsample.html?highlight=upsample#torch.nn.Upsample) | [paddle.nn.Upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Upsample.html) | +| 19 | [torch.nn.Module.cpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cpu.html) | +| 20 | [torch.nn.LazyConv3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv3d.html) | [paddle.nn.Conv3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3D_cn.html#conv3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv3d.html) | +| 21 | [torch.nn.Module.state_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.state_dict) | [paddle.nn.Layer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#state-dict-destination-none-include-sublayers-true-use-hook-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.state_dict.html) | +| 22 | [torch.nn.ConstantPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad1d.html?highlight=constantpad1d#torch.nn.ConstantPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad1d.html) | +| 23 | [torch.nn.functional.max_unpool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool2d.html?highlight=max_unpool2d#torch.nn.functional.max_unpool2d) | [paddle.nn.functional.max_unpool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool2d.html) | +| 24 | [torchvision.transforms.RandomCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomCrop.html) | [paddle.vision.transforms.RandomCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomCrop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomCrop.html) | +| 25 | [torch.nn.functional.conv_transpose1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose1d.html?highlight=conv_trans#torch.nn.functional.conv_transpose1d) | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose1d.html) | +| 26 | [torch.nn.Module.named_modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_modules) | [paddle.nn.Layer.named_sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-sublayers-prefix-include-self-false-layers-set-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.named_modules.html) | +| 27 | [torch.nn.Module.modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.modules) | [paddle.nn.Layer.sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Layer_cn.html#sublayers-include-self-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.modules.html) | +| 28 | [torch.Tensor.to\_sparse\_coo](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_coo.html) | paddle.Tensor.to_sparse_coo | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.to_sparse_coo.html) | +| 29 | [torch.Tensor.uniform_](https://pytorch.org/docs/stable/generated/torch.Tensor.uniform_.html#torch-tensor-uniform) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#uniform-min-1-0-max-1-0-seed-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.uniform_.html) | +| 30 | [torch.nn.functional.hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardsigmoid.html) | [paddle.nn.functional.hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.hardsigmoid.html) | +| 31 | [torch.nn.functional.pixel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_shuffle.html?highlight=pixel_shuffle#torch.nn.functional.pixel_shuffle) | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_shuffle.html) | +| 32 | [torch.optim.Optimizer](https://pytorch.org/docs/stable/optim.html#torch.optim.Optimizer) | [paddle.optimizer.Optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.Optimizer.html) | +| 33 | [torch.utils.data.BatchSampler](https://pytorch.org/docs/stable/data.html?highlight=batchsampler#torch.utils.data.BatchSampler) | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.utils.data.BatchSampler.html) | +| 34 | [torch.nn.LazyConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose1d.html) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose1d.html) | +| 35 | [torch.nn.Module.half](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.half) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.half.html) | +| 36 | [torch.nn.LazyBatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm3d.html) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm3d.html) | +| 37 | [torch.Tensor.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.Tensor.unique_consecutive.html#torch.Tensor.unique_consecutive) | paddle.Tensor.unique_consecutive | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.unique_consecutive.html) | +| 38 | [torch.nn.LazyInstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm2d.html) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm2d.html) | +| 39 | [torch.Tensor.cov](https://pytorch.org/docs/stable/generated/torch.Tensor.cov.html#torch.Tensor.cov) | paddle.Tensor.cov | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cov.html) | +| 40 | [torch.Tensor.fliplr](https://pytorch.org/docs/stable/generated/torch.Tensor.fliplr.html?highlight=fliplr#torch.Tensor.fliplr) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fliplr.html) | +| 41 | [torch.cuda.FloatTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.FloatTensor.html) | +| 42 | [torch.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.selu.html) | +| 43 | [torch.nn.CircularPad3d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad3d.html#circularpad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.CircularPad3d.html) | +| 44 | [torch.bitwise\_right\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_right_shift.html) | [paddle.bitwise\_right\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_right_shift_cn.html#bitwise-right-shift) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_right_shift.html) | +| 45 | [torch.nn.UpsamplingBilinear2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingBilinear2d.html?highlight=upsamplingbilinear2d#torch.nn.UpsamplingBilinear2d) | [paddle.nn.UpsamplingBilinear2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingBilinear2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingBilinear2d.html) | +| 46 | [torch.nn.functional.conv_transpose3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose3d.html?highlight=conv_#torch.nn.functional.conv_transpose3d) | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose3d.html) | +| 47 | [torchvision.transforms.ColorJitter](https://pytorch.org/vision/main/generated/torchvision.transforms.ColorJitter.html) | [paddle.vision.transforms.ColorJitter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ColorJitter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ColorJitter.html) | +| 48 | [torchvision.transforms.Pad](https://pytorch.org/vision/main/generated/torchvision.transforms.Pad.html) | [paddle.vision.transforms.Pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Pad__upper_cn.html#pad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Pad.html) | +| 49 | [torch.nn.LazyInstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm1d.html) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm1d.html) | +| 50 | [torch.nn.PixelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelShuffle.html?highlight=pixel#torch.nn.PixelShuffle) | [paddle.nn.PixelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelShuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.PixelShuffle.html) | +| 51 | [torch.nn.functional.pixel_unshuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_unshuffle.html?highlight=pixel_unshuffle#torch.nn.functional.pixel_unshuffle) | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_unshuffle.html) | +| 52 | [torch.nn.MaxUnpool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool2d.html?highlight=maxunpool2d#torch.nn.MaxUnpool2d) | [paddle.nn.MaxUnPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool2d.html) | +| 53 | [torch.nn.ConstantPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad2d.html?highlight=pad#torch.nn.ConstantPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad2d.html) | +| 54 | [torch.Tensor.cummax](https://pytorch.org/docs/stable/generated/torch.Tensor.cummax.html?highlight=cummax#torch.Tensor.cummax) | [paddle.Tensor.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummax-x-axis-none-dtype-int64-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummax.html) | +| 55 | [torch.nansum](https://pytorch.org/docs/stable/generated/torch.nansum.html) | [paddle.nansum](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nansum_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nansum.html) | +| 56 | [torchvision.transforms.RandomErasing](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomErasing.html?highlight=randomerasing#torchvision.transforms.RandomErasing) | [paddle.vision.transforms.RandomErasing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomErasing_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomErasing.html) | | 57 | [torchvision.transforms.RandomVerticalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomVerticalFlip.html) | [paddle.vision.transforms.RandomVerticalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomVerticalFlip_cn.html) | - | -| 58 | [torch.cuda.ByteTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.ByteTensor.html) | -| 59 | [torch.nn.LocalResponseNorm](https://pytorch.org/docs/stable/generated/torch.nn.LocalResponseNorm.html?highlight=localre#torch.nn.LocalResponseNorm) | [paddle.nn.LocalResponseNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LocalResponseNorm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LocalResponseNorm.html) | -| 60 | [torch.nn.LPPool2d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool2d.html#lppool2d) | [paddle.nn.LPPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool2D_cn.html#lppool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LPPool2d.html) | -| 61 | [torch.nn.Module.float](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.float) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.float.html) | -| 62 | [torch.nn.functional.lp_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool1d.html#torch.nn.functional.lp_pool1d) | [paddle.nn.functional.lp_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool1d_cn.html#lp-pool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.lp_pool1d.html) | -| 63 | [torch.nn.AdaptiveAvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.html) | [paddle.nn.AdaptiveAvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool2D_cn.html#adaptiveavgpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.AdaptiveAvgPool2d.html) | -| 64 | [torch.nn.functional.max_unpool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool1d.html?highlight=max_unpool1d#torch.nn.functional.max_unpool1d) | [paddle.nn.functional.max_unpool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.max_unpool1d.html) | -| 65 | [torch.Tensor.argwhere](https://pytorch.org/docs/stable/generated/torch.Tensor.argwhere.html#torch.Tensor.argwhere) | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.argwhere.html) | -| 66 | [torch.nn.LazyLinear](https://pytorch.org/docs/stable/generated/torch.nn.LazyLinear.html) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyLinear.html) | -| 67 | [torch.nn.LazyConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose2d.html) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose2d.html) | -| 68 | [torch.nn.LazyBatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm1d.html) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm1d.html) | -| 69 | [torch.nn.MaxUnpool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool1d.html?highlight=maxunpool1d#torch.nn.MaxUnpool1d) | [paddle.nn.MaxUnPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool1D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.MaxUnpool1d.html) | -| 70 | [torchvision.ops.deform_conv2d](https://pytorch.org/vision/main/generated/torchvision.ops.deform_conv2d.html) | [paddle.vision.ops.deform_conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/deform_conv2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.deform_conv2d.html) | -| 71 | [torchvision.transforms.Grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.Grayscale.html) | [paddle.vision.transforms.Grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Grayscale_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.Grayscale.html) | -| 72 | [torch.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_left_shift.html) | [paddle.bitwise\_left\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_left_shift_cn.html#bitwise-left-shift) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.bitwise_left_shift.html) | -| 73 | [torch.autograd.Function.backward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.backward.html#torch.autograd.Function.backward) | [paddle.autograd.PyLayer.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#backward-ctx-args-kwargs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.autograd.Function.backward.html) | -| 74 | [torch.Tensor.fill\_diagonal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_diagonal_.html?highlight=fill_diagonal_#torch.Tensor.fill_diagonal_) | [paddle.Tensor.fill\_diagonal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-diagonal-x-value-offset-0-wrap-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.fill_diagonal_.html) | -| 75 | [torch.nn.LPPool1d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool1d.html#lppool1d) | [paddle.nn.LPPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool1D_cn.html#lppool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LPPool1d.html) | -| 76 | [torch.nn.LazyInstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm3d.html) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyInstanceNorm3d.html) | -| 77 | [torch.flipud](https://pytorch.org/docs/stable/generated/torch.flipud.html?highlight=flipud#torch.flipud) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.flipud.html) | -| 78 | [torchvision.transforms.CenterCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.CenterCrop.html) | [paddle.vision.transforms.CenterCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/CenterCrop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.CenterCrop.html) | -| 79 | [torch.nn.Softmax2d](https://pytorch.org/docs/stable/generated/torch.nn.Softmax2d.html?highlight=softmax2d#torch.nn.Softmax2d) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Softmax2d.html) | -| 80 | [torchvision.transforms.ToTensor](https://pytorch.org/vision/main/generated/torchvision.transforms.ToTensor.html?highlight=totensor#torchvision.transforms.ToTensor) | [paddle.vision.transforms.ToTensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ToTensor_cn.html#totensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.ToTensor.html) | -| 81 | [torch.cuda.DoubleTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.DoubleTensor.html) | -| 82 | [torch.fliplr](https://pytorch.org/docs/stable/generated/torch.fliplr.html?highlight=fliplr#torch.fliplr) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.fliplr.html) | -| 83 | [torch.nn.ChannelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html?highlight=channelshuffle#torch.nn.ChannelShuffle) | [paddle.nn.ChannelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ChannelShuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ChannelShuffle.html) | -| 84 | [torch.nn.functional.upsample](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample.html?highlight=upsample#torch.nn.functional.upsample) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample.html) | -| 85 | [torch.optim.LBFGS](https://pytorch.org/docs/stable/generated/torch.optim.LBFGS.html) | [paddle.optimizer.LBFGS](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/LBFGS_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.optim.LBFGS.html) | -| 86 | [torch.nn.LazyConv1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv1d.html) | [paddle.nn.Conv1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1D_cn.html#conv1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConv1d.html) | -| 87 | [torch.Tensor.pinverse](https://pytorch.org/docs/stable/generated/torch.Tensor.pinverse.html#torch.Tensor.pinverse) | paddle.Tensor.pinv | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.pinverse.html) | -| 88 | [torch.nn.Module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module#torch.nn.Module) | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.html) | -| 89 | [torch.Tensor.bitwise\_left\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift_.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_left_shift_.html) | -| 90 | [torch.nn.UpsamplingNearest2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingNearest2d.html?highlight=upsampl#torch.nn.UpsamplingNearest2d) | [paddle.nn.UpsamplingNearest2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingNearest2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.UpsamplingNearest2d.html) | -| 91 | [torch.nn.LazyBatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm2d.html) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyBatchNorm2d.html) | -| 92 | [torch.cuda.HalfTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.HalfTensor.html) | -| 93 | [torch.nn.functional.prelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.prelu.html?highlight=prelu#torch.nn.functional.prelu) | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.prelu.html) | -| 94 | [torch.Tensor.lu_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.lu_solve.html#torch-tensor-lu-solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.lu_solve.html) | -| 95 | [torch.nn.Module.cuda](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cuda) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.cuda.html) | -| 96 | [torch.linalg.vander](https://pytorch.org/docs/stable/generated/torch.linalg.vander.html#torch.linalg.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.linalg.vander.html) | -| 97 | [torch.cuda.ShortTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.ShortTensor.html) | -| 98 | [torch.Tensor.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logcumsumexp.html?highlight=logcumsumexp#torch.Tensor.logcumsumexp) | [paddle.Tensor.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.logcumsumexp.html) | -| 99 | [torch.nn.functional.upsample_bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_bilinear.html#torch.nn.functional.upsample_bilinear) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample_bilinear.html) | -| 100 | [torchvision.transforms.functional.to_tensor](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_tensor.html) | [paddle.vision.transforms.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.transforms.functional.to_tensor.html) | -| 101 | [torch.Tensor.bitwise\_right\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift_.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_right_shift_.html) | -| 102 | [torch.nn.ConstantPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad3d.html?highlight=pad#torch.nn.ConstantPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ConstantPad3d.html) | -| 103 | [torch.cpu.amp.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.cpu.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cpu.amp.autocast.html) | -| 104 | [torch.Tensor.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.bitwise_left_shift.html) | -| 105 | [torch.nn.AdaptiveAvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.html) | [paddle.nn.AdaptiveAvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool3D_cn.html#adaptiveavgpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.AdaptiveAvgPool3d.html) | -| 106 | [torch.cuda.BoolTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.BoolTensor.html) | -| 107 | [torch.nn.PixelUnshuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelUnshuffle.html?highlight=pixel#torch.nn.PixelUnshuffle) | [paddle.nn.PixelUnshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelUnshuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.PixelUnshuffle.html) | -| 108 | [torch.Tensor.flipud](https://pytorch.org/docs/stable/generated/torch.Tensor.flipud.html?highlight=flipud#torch.Tensor.flipud) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.flipud.html) | -| 109 | [torch.Tensor.trace](https://pytorch.org/docs/stable/generated/torch.Tensor.trace.html#torch-tensor-trace) | [paddle.Tensor.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trace-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.trace.html) | -| 110 | [torch.nn.functional.upsample_nearest](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_nearest.html#torch.nn.functional.upsample_nearest) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.upsample_nearest.html) | -| 111 | [torch.nn.ZeroPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad2d.html?highlight=zeropad#torch.nn.ZeroPad2d) | [paddle.nn.ZeroPad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ZeroPad2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.ZeroPad2d.html) | -| 112 | [flash\_attn.ops.rms\_norm.rms\_norm](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/ops/rms_norm.py#L14) | [paddle.incubate.nn.functional.fused\_rms\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/incubate/nn/functional/fused_rms_norm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/flash_attn.ops.rms_norm.rms_norm.html) | -| 113 | [torch.cov](https://pytorch.org/docs/stable/generated/torch.cov.html?highlight=cov#torch.cov) | [paddle.linalg.cov](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cov_cn.html#cov) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cov.html) | -| 114 | [torch.nn.functional.channel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html) | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.channel_shuffle.html) | -| 115 | [torch.Tensor.median](https://pytorch.org/docs/stable/generated/torch.Tensor.median.html) | [paddle.Tensor.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#median-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.median.html) | -| 116 | [torch.cuda.IntTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.IntTensor.html) | -| 117 | [torchvision.ops.DeformConv2d](https://pytorch.org/vision/main/generated/torchvision.ops.DeformConv2d.html) | [paddle.vision.ops.DeformConv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/DeformConv2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torchvision.ops.DeformConv2d.html) | -| 118 | [torch.Tensor.nanmedian](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmedian.html) | [paddle.Tensor.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nanmedian-axis-none-keepdim-true-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.Tensor.nanmedian.html) | -| 119 | [torch.nn.LazyConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose3d.html) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.LazyConvTranspose3d.html) | -| 120 | [torch.count_nonzero](https://pytorch.org/docs/stable/generated/torch.count_nonzero.html?highlight=count_nonzero#torch.count_nonzero) | [paddle.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/count_nonzero_cn.html#count-nonzero) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.count_nonzero.html) | -| 121 | [torch.cuda.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.amp.autocast.html) | -| 122 | [torch.nn.functional.lp_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool2d.html#torch.nn.functional.lp_pool2d) | [paddle.nn.functional.lp_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool2d_cn.html#lp-pool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.lp_pool2d.html) | +| 58 | [torch.cuda.ByteTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ByteTensor.html) | +| 59 | [torch.nn.LocalResponseNorm](https://pytorch.org/docs/stable/generated/torch.nn.LocalResponseNorm.html?highlight=localre#torch.nn.LocalResponseNorm) | [paddle.nn.LocalResponseNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LocalResponseNorm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LocalResponseNorm.html) | +| 60 | [torch.nn.LPPool2d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool2d.html#lppool2d) | [paddle.nn.LPPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool2D_cn.html#lppool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool2d.html) | +| 61 | [torch.nn.Module.float](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.float) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.float.html) | +| 62 | [torch.nn.functional.lp_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool1d.html#torch.nn.functional.lp_pool1d) | [paddle.nn.functional.lp_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool1d_cn.html#lp-pool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool1d.html) | +| 63 | [torch.nn.AdaptiveAvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.html) | [paddle.nn.AdaptiveAvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool2D_cn.html#adaptiveavgpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool2d.html) | +| 64 | [torch.nn.functional.max_unpool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool1d.html?highlight=max_unpool1d#torch.nn.functional.max_unpool1d) | [paddle.nn.functional.max_unpool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool1d.html) | +| 65 | [torch.Tensor.argwhere](https://pytorch.org/docs/stable/generated/torch.Tensor.argwhere.html#torch.Tensor.argwhere) | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.argwhere.html) | +| 66 | [torch.nn.LazyLinear](https://pytorch.org/docs/stable/generated/torch.nn.LazyLinear.html) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyLinear.html) | +| 67 | [torch.nn.LazyConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose2d.html) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose2d.html) | +| 68 | [torch.nn.LazyBatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm1d.html) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm1d.html) | +| 69 | [torch.nn.MaxUnpool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool1d.html?highlight=maxunpool1d#torch.nn.MaxUnpool1d) | [paddle.nn.MaxUnPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool1D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool1d.html) | +| 70 | [torchvision.ops.deform_conv2d](https://pytorch.org/vision/main/generated/torchvision.ops.deform_conv2d.html) | [paddle.vision.ops.deform_conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/deform_conv2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.deform_conv2d.html) | +| 71 | [torchvision.transforms.Grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.Grayscale.html) | [paddle.vision.transforms.Grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Grayscale_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Grayscale.html) | +| 72 | [torch.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_left_shift.html) | [paddle.bitwise\_left\_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_left_shift_cn.html#bitwise-left-shift) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_left_shift.html) | +| 73 | [torch.autograd.Function.backward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.backward.html#torch.autograd.Function.backward) | [paddle.autograd.PyLayer.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#backward-ctx-args-kwargs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.Function.backward.html) | +| 74 | [torch.Tensor.fill\_diagonal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_diagonal_.html?highlight=fill_diagonal_#torch.Tensor.fill_diagonal_) | [paddle.Tensor.fill\_diagonal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-diagonal-x-value-offset-0-wrap-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fill_diagonal_.html) | +| 75 | [torch.nn.LPPool1d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool1d.html#lppool1d) | [paddle.nn.LPPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LPPool1D_cn.html#lppool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool1d.html) | +| 76 | [torch.nn.LazyInstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm3d.html) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm3d.html) | +| 77 | [torch.flipud](https://pytorch.org/docs/stable/generated/torch.flipud.html?highlight=flipud#torch.flipud) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.flipud.html) | +| 78 | [torchvision.transforms.CenterCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.CenterCrop.html) | [paddle.vision.transforms.CenterCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/CenterCrop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.CenterCrop.html) | +| 79 | [torch.nn.Softmax2d](https://pytorch.org/docs/stable/generated/torch.nn.Softmax2d.html?highlight=softmax2d#torch.nn.Softmax2d) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Softmax2d.html) | +| 80 | [torchvision.transforms.ToTensor](https://pytorch.org/vision/main/generated/torchvision.transforms.ToTensor.html?highlight=totensor#torchvision.transforms.ToTensor) | [paddle.vision.transforms.ToTensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ToTensor_cn.html#totensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ToTensor.html) | +| 81 | [torch.cuda.DoubleTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.DoubleTensor.html) | +| 82 | [torch.fliplr](https://pytorch.org/docs/stable/generated/torch.fliplr.html?highlight=fliplr#torch.fliplr) | [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.fliplr.html) | +| 83 | [torch.nn.ChannelShuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html?highlight=channelshuffle#torch.nn.ChannelShuffle) | [paddle.nn.ChannelShuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ChannelShuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ChannelShuffle.html) | +| 84 | [torch.nn.functional.upsample](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample.html?highlight=upsample#torch.nn.functional.upsample) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample.html) | +| 85 | [torch.optim.LBFGS](https://pytorch.org/docs/stable/generated/torch.optim.LBFGS.html) | [paddle.optimizer.LBFGS](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/LBFGS_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.LBFGS.html) | +| 86 | [torch.nn.LazyConv1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv1d.html) | [paddle.nn.Conv1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1D_cn.html#conv1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv1d.html) | +| 87 | [torch.Tensor.pinverse](https://pytorch.org/docs/stable/generated/torch.Tensor.pinverse.html#torch.Tensor.pinverse) | paddle.Tensor.pinv | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.pinverse.html) | +| 88 | [torch.nn.Module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module#torch.nn.Module) | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.html) | +| 89 | [torch.Tensor.bitwise\_left\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift_.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift_.html) | +| 90 | [torch.nn.UpsamplingNearest2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingNearest2d.html?highlight=upsampl#torch.nn.UpsamplingNearest2d) | [paddle.nn.UpsamplingNearest2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingNearest2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingNearest2d.html) | +| 91 | [torch.nn.LazyBatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm2d.html) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm2d.html) | +| 92 | [torch.cuda.HalfTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.HalfTensor.html) | +| 93 | [torch.nn.functional.prelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.prelu.html?highlight=prelu#torch.nn.functional.prelu) | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.prelu.html) | +| 94 | [torch.Tensor.lu_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.lu_solve.html#torch-tensor-lu-solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.lu_solve.html) | +| 95 | [torch.nn.Module.cuda](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cuda) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cuda.html) | +| 96 | [torch.linalg.vander](https://pytorch.org/docs/stable/generated/torch.linalg.vander.html#torch.linalg.vander) | [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.linalg.vander.html) | +| 97 | [torch.cuda.ShortTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ShortTensor.html) | +| 98 | [torch.Tensor.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logcumsumexp.html?highlight=logcumsumexp#torch.Tensor.logcumsumexp) | [paddle.Tensor.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logcumsumexp.html) | +| 99 | [torch.nn.functional.upsample_bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_bilinear.html#torch.nn.functional.upsample_bilinear) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_bilinear.html) | +| 100 | [torchvision.transforms.functional.to_tensor](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_tensor.html) | [paddle.vision.transforms.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.functional.to_tensor.html) | +| 101 | [torch.Tensor.bitwise\_right\_shift\_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift_.html#torch-tensor-bitwise-right-shift) | paddle.Tensor.bitwise_right_shift_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift_.html) | +| 102 | [torch.nn.ConstantPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad3d.html?highlight=pad#torch.nn.ConstantPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad3d.html) | +| 103 | [torch.cpu.amp.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.cpu.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cpu.amp.autocast.html) | +| 104 | [torch.Tensor.bitwise\_left\_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift.html#torch-tensor-bitwise-left-shift) | paddle.Tensor.bitwise_left_shift | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift.html) | +| 105 | [torch.nn.AdaptiveAvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.html) | [paddle.nn.AdaptiveAvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool3D_cn.html#adaptiveavgpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool3d.html) | +| 106 | [torch.cuda.BoolTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.BoolTensor.html) | +| 107 | [torch.nn.PixelUnshuffle](https://pytorch.org/docs/stable/generated/torch.nn.PixelUnshuffle.html?highlight=pixel#torch.nn.PixelUnshuffle) | [paddle.nn.PixelUnshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PixelUnshuffle_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.PixelUnshuffle.html) | +| 108 | [torch.Tensor.flipud](https://pytorch.org/docs/stable/generated/torch.Tensor.flipud.html?highlight=flipud#torch.Tensor.flipud) | [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.flipud.html) | +| 109 | [torch.Tensor.trace](https://pytorch.org/docs/stable/generated/torch.Tensor.trace.html#torch-tensor-trace) | [paddle.Tensor.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trace-offset-0-axis1-0-axis2-1-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.trace.html) | +| 110 | [torch.nn.functional.upsample_nearest](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_nearest.html#torch.nn.functional.upsample_nearest) | [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_nearest.html) | +| 111 | [torch.nn.ZeroPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad2d.html?highlight=zeropad#torch.nn.ZeroPad2d) | [paddle.nn.ZeroPad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ZeroPad2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ZeroPad2d.html) | +| 112 | [flash\_attn.ops.rms\_norm.rms\_norm](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/ops/rms_norm.py#L14) | [paddle.incubate.nn.functional.fused\_rms\_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/incubate/nn/functional/fused_rms_norm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/flash_attn.ops.rms_norm.rms_norm.html) | +| 113 | [torch.cov](https://pytorch.org/docs/stable/generated/torch.cov.html?highlight=cov#torch.cov) | [paddle.linalg.cov](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cov_cn.html#cov) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cov.html) | +| 114 | [torch.nn.functional.channel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html) | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.channel_shuffle.html) | +| 115 | [torch.Tensor.median](https://pytorch.org/docs/stable/generated/torch.Tensor.median.html) | [paddle.Tensor.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#median-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.median.html) | +| 116 | [torch.cuda.IntTensor](https://pytorch.org/docs/stable/tensors.html) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.IntTensor.html) | +| 117 | [torchvision.ops.DeformConv2d](https://pytorch.org/vision/main/generated/torchvision.ops.DeformConv2d.html) | [paddle.vision.ops.DeformConv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/DeformConv2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.DeformConv2d.html) | +| 118 | [torch.Tensor.nanmedian](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmedian.html) | [paddle.Tensor.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nanmedian-axis-none-keepdim-true-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.nanmedian.html) | +| 119 | [torch.nn.LazyConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose3d.html) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose3d.html) | +| 120 | [torch.count_nonzero](https://pytorch.org/docs/stable/generated/torch.count_nonzero.html?highlight=count_nonzero#torch.count_nonzero) | [paddle.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/count_nonzero_cn.html#count-nonzero) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.count_nonzero.html) | +| 121 | [torch.cuda.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.amp.autocast.html) | +| 122 | [torch.nn.functional.lp_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool2d.html#torch.nn.functional.lp_pool2d) | [paddle.nn.functional.lp_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/lp_pool2d_cn.html#lp-pool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool2d.html) | ### 5. 参数默认值不一致 **分类简介** @@ -995,12 +995,12 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.alpha_dropout](https://pytorch.org/docs/master/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.alpha_dropout.html) | -| 2 | [torch.linalg.diagonal](https://pytorch.org/docs/stable/generated/torch.linalg.diagonal.html#torch.linalg.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.linalg.diagonal.html) | -| 3 | [torch.nn.functional.rrelu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu_.html) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.rrelu_.html) | -| 4 | [torch.nn.functional.threshold_](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold_.html#torch.nn.functional.threshold_) | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.threshold_.html) | -| 5 | [torch.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.rrelu.html) | -| 6 | [torch.cuda.amp.GradScaler](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.GradScaler) | [paddle.amp.GradScaler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/GradScaler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.cuda.amp.GradScaler.html) | +| 1 | [torch.alpha_dropout](https://pytorch.org/docs/master/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.alpha_dropout.html) | +| 2 | [torch.linalg.diagonal](https://pytorch.org/docs/stable/generated/torch.linalg.diagonal.html#torch.linalg.diagonal) | [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.linalg.diagonal.html) | +| 3 | [torch.nn.functional.rrelu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu_.html) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.rrelu_.html) | +| 4 | [torch.nn.functional.threshold_](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold_.html#torch.nn.functional.threshold_) | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.threshold_.html) | +| 5 | [torch.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.rrelu.html) | +| 6 | [torch.cuda.amp.GradScaler](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.GradScaler) | [paddle.amp.GradScaler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/GradScaler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.cuda.amp.GradScaler.html) | ### 6. torch 参数更多 **分类简介** @@ -1009,422 +1009,422 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | torch.clamp_min | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clamp_min.html) | -| 2 | [torch.randint_like](https://pytorch.org/docs/stable/generated/torch.randint_like.html?highlight=randint_like#torch.randint_like) | [paddle.randint_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_like_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randint_like.html) | -| 3 | [torch.distributed.init\_process\_group](https://pytorch.org/docs/stable/distributed.html?highlight=init_process#torch.distributed.init_process_group) | [paddle.distributed.init\_parallel\_env](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/init_parallel_env_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.init_process_group.html) | -| 4 | [torch.nn.functional.nll_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.nll_loss.html#torch-nn-functional-nll-loss) | [paddle.nn.functional.nll_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/nll_loss_cn.html#nll-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.nll_loss.html) | -| 5 | [torch.distributions.transforms.SigmoidTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SigmoidTransform.html) | -| 6 | [torch.nn.functional.leaky_relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.leaky_relu.html#torch.nn.functional.leaky_relu) | [paddle.nn.functional.leaky_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.leaky_relu.html) | -| 7 | [torch.lerp](https://pytorch.org/docs/stable/generated/torch.lerp.html?highlight=lerp#torch.lerp) | [paddle.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lerp_cn.html#lerp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lerp.html) | -| 8 | [torch.nn.Bilinear](https://pytorch.org/docs/stable/generated/torch.nn.Bilinear.html#torch.nn.Bilinear) | [paddle.nn.Bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Bilinear_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Bilinear.html) | -| 9 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | [paddle.nn.Silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Silu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SiLU.html) | -| 10 | [torch.neg](https://pytorch.org/docs/stable/generated/torch.neg.html?highlight=neg#torch.neg) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.neg.html) | -| 11 | [torch.hamming_window](https://pytorch.org/docs/stable/generated/torch.hamming_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hamming_window.html) | -| 12 | [torch.distributions.transformed_distribution.TransformedDistribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transformed_distribution.TransformedDistribution) | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transformed_distribution.TransformedDistribution.html) | -| 13 | [torch.Tensor.type](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch.Tensor.type) | [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.type.html) | -| 14 | [torch.Tensor.round](https://pytorch.org/docs/stable/generated/torch.Tensor.round.html#torch.Tensor.round) | [paddle.Tensor.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.round.html) | -| 15 | [torch.fft.fft](https://pytorch.org/docs/stable/generated/torch.fft.fft.html?highlight=fft#torch.fft.fft) | [paddle.fft.fft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fft.html) | -| 16 | [torch.std](https://pytorch.org/docs/stable/generated/torch.std.html) | [paddle.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/std_cn.html#std) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.std.html) | -| 17 | [torch.special.i1](https://pytorch.org/docs/stable/special.html#torch.special.i1) | [paddle.i1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i1.html) | -| 18 | [torch.nn.functional.max_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool2d.html#torch.nn.functional.max_pool2d) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool2d.html) | -| 19 | [torch.special.i0e](https://pytorch.org/docs/stable/special.html#torch.special.i0e) | [paddle.i0e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0e_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0e.html) | -| 20 | [torch.blackman_window](https://pytorch.org/docs/stable/generated/torch.blackman_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.blackman_window.html) | -| 21 | [torch.nn.MultiLabelMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelMarginLoss.html#torch.nn.MultiLabelMarginLoss) | [paddle.nn.MultiLabelMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiLabelMarginLoss.html) | -| 22 | [torch.logaddexp](https://pytorch.org/docs/stable/generated/torch.logaddexp.html#torch.logaddexp) | [paddle.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logaddexp_cn.html#logaddexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logaddexp.html) | -| 23 | [torch.cummax](https://pytorch.org/docs/stable/generated/torch.cummax.html?highlight=cummax#torch.cummax) | [paddle.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummax_cn.html#cummax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cummax.html) | -| 24 | [torch.nn.functional.max_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool3d.html#torch.nn.functional.max_pool3d) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool3d.html) | -| 25 | [torch.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.amp.autocast.html) | -| 26 | [torch.jit.save](https://pytorch.org/docs/stable/generated/torch.jit.save.html#torch-jit-save) | [paddle.jit.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/save_cn.html#cn-api-paddle-jit-save) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.save.html) | -| 27 | [torch.cosh](https://pytorch.org/docs/stable/generated/torch.cosh.html#torch.cosh) | [paddle.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cosh_cn.html#cosh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cosh.html) | -| 28 | [torch.angle](https://pytorch.org/docs/stable/generated/torch.angle.html) | [paddle.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/angle_cn.html#angle) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.angle.html) | -| 29 | [torch.distributed.ReduceOp](https://pytorch.org/docs/stable/distributed.html?highlight=torch+distributed+reduceop#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.ReduceOp.html) | -| 30 | [torch.isneginf](https://pytorch.org/docs/stable/generated/torch.isneginf.html#torch-isneginf) | [paddle.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isneginf_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.isneginf.html) | -| 31 | [torch.remainder](https://pytorch.org/docs/stable/generated/torch.remainder.html?highlight=remainder#torch.remainder) | [paddle.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/remainder_cn.html#remainder) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.remainder.html) | -| 32 | [torch.cross](https://pytorch.org/docs/stable/generated/torch.cross.html?highlight=cross#torch.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html#cross) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cross.html) | -| 33 | [torch.nn.functional.ctc_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.ctc_loss.html#torch.nn.functional.ctc_loss) | [paddle.nn.functional.ctc_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/ctc_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.ctc_loss.html) | -| 34 | [torch.distributions.gamma.Gamma](https://pytorch.org/docs/stable/distributions.html#gamma) | [paddle.distribution.Gamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gamma_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gamma.Gamma.html) | -| 35 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/generated/torch.Tensor.sub_.html) | paddle.Tensor.subtract_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub_.html) | -| 36 | [torch.utils.data.SubsetRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.SubsetRandomSampler) | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.SubsetRandomSampler.html) | -| 37 | [torch.utils.cpp_extension.CUDAExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cudaextension#torch.utils.cpp_extension.CUDAExtension) | [paddle.utils.cpp_extension.CUDAExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CUDAExtension_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.CUDAExtension.html) | -| 38 | [torch.special.round](https://pytorch.org/docs/stable/special.html#torch.special.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/round_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.round.html) | -| 39 | [torch.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html?highlight=cholesky_inverse#torch.cholesky_inverse) | [paddle.linalg.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_inverse_cn.html#cholesky-inverse) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cholesky_inverse.html) | -| 40 | [torch.linalg.inv](https://pytorch.org/docs/stable/generated/torch.linalg.inv.html#torch.linalg.inv) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.inv.html) | -| 41 | [torch.max_pool2d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.max_pool2d.html) | -| 42 | [torch.copysign](https://pytorch.org/docs/stable/generated/torch.copysign.html#torch.copysign) | [paddle.copysign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/copysign_cn.html#copysign) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.copysign.html) | -| 43 | [torch.nn.Dropout](https://pytorch.org/docs/stable/generated/torch.nn.Dropout.html?highlight=dropout#torch.nn.Dropout) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout.html) | -| 44 | [torch.fft.hfft2](https://pytorch.org/docs/stable/generated/torch.fft.hfft2.html?highlight=torch+fft+hfft2#torch.fft.hfft2) | [paddle.fft.hfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfft2.html) | -| 45 | [torch.cuda.comm.broadcast](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cuda.comm.broadcast.html) | -| 46 | [torch.hub.list](https://pytorch.org/docs/stable/hub.html?highlight=hub+list#torch.hub.list) | [paddle.hub.list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/list_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.list.html) | -| 47 | [torch.linalg.vecdot](https://pytorch.org/docs/stable/generated/torch.linalg.vecdot.html) | [paddle.linalg.vecdot](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L1881) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.vecdot.html) | -| 48 | [torch.square](https://pytorch.org/docs/stable/generated/torch.square.html?highlight=square#torch.square) | [paddle.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/square_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.square.html) | -| 49 | [torch.special.log1p](https://pytorch.org/docs/stable/special.html#torch.special.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.log1p.html) | -| 50 | [torch.nn.functional.dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout2d.html#torch.nn.functional.dropout2d) | [paddle.nn.functional.dropout2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout2d.html) | -| 51 | [torch.optim.SGD](https://pytorch.org/docs/stable/generated/torch.optim.SGD.html) | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.SGD.html) | -| 52 | [torch.fft.irfft2](https://pytorch.org/docs/stable/generated/torch.fft.irfft2.html#torch-fft-irfft2) | [paddle.fft.irfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft2_cn.html#irfft2) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfft2.html) | -| 53 | [torch.lu](https://pytorch.org/docs/stable/generated/torch.lu.html?highlight=lu#torch.lu) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu.html) | -| 54 | [torch.quantile](https://pytorch.org/docs/stable/generated/torch.quantile.html?highlight=quantile#torch.quantile) | [paddle.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/quantile_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.quantile.html) | -| 55 | [torch.distributions.transforms.StackTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StackTransform) | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StackTransform.html) | -| 56 | [torch.ormqr](https://pytorch.org/docs/stable/generated/torch.ormqr.html#torch.ormqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ormqr.html) | -| 57 | [torch.linalg.svdvals](https://pytorch.org/docs/stable/generated/torch.linalg.svdvals.html#torch.linalg.svdvals) | [paddle.linalg.svdvals](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L3019) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.svdvals.html) | -| 58 | [torch.Tensor.index\_add\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add_.html#torch.Tensor.index_add_) | paddle.Tensor.index_add_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.index_add_.html) | -| 59 | [torch.utils.checkpoint.checkpoint](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.checkpoint) | [paddle.distributed.fleet.utils.recompute](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.checkpoint.checkpoint.html) | -| 60 | [torch.distributed.broadcast\_object\_list](https://pytorch.org/docs/stable/distributed.html?highlight=broadcast_object_list#torch.distributed.broadcast_object_list) | [paddle.distributed.broadcast\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/broadcast_object_list_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.broadcast_object_list.html) | -| 61 | [torch.Tensor.random_](https://pytorch.org/docs/stable/generated/torch.Tensor.random_.html) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/uniform__en.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.random_.html) | -| 62 | [torch.nn.functional.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.rrelu.html) | -| 63 | [torch.linalg.cholesky](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky.html?highlight=linalg+cholesky#torch.linalg.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cholesky.html) | -| 64 | [torch.Tensor.backward](https://pytorch.org/docs/stable/generated/torch.Tensor.backward.html#torch.Tensor.backward) | [paddle.Tensor.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#backward-grad-tensor-none-retain-graph-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.backward.html) | -| 65 | [torch.nn.functional.cosine\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_embedding_loss.html#torch.nn.functional.cosine_embedding_loss) | [paddle.nn.functional.cosine\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_embedding_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.cosine_embedding_loss.html) | -| 66 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asarray.html) | -| 67 | [torch.nn.functional.feature\_alpha\_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.feature_alpha_dropout.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.feature_alpha_dropout.html) | -| 68 | [torch.cumprod](https://pytorch.org/docs/stable/generated/torch.cumprod.html?highlight=cumprod#torch.cumprod) | [paddle.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cumprod.html) | -| 69 | [torch.autograd.functional.jacobian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jacobian.html#torch.autograd.functional.jacobian) | [paddle.incubate.autograd.Jacobian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Jacobian_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.jacobian.html) | -| 70 | [torch.cummin](https://pytorch.org/docs/stable/generated/torch.cummin.html) | [paddle.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummin_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cummin.html) | -| 71 | [torch.asinh](https://pytorch.org/docs/stable/generated/torch.asinh.html#torch.asinh) | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asinh.html) | -| 72 | [torch.nn.LayerNorm](https://pytorch.org/docs/stable/generated/torch.nn.LayerNorm.html?highlight=layernorm#torch.nn.LayerNorm) | [paddle.nn.LayerNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerNorm_cn.html#layernorm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.LayerNorm.html) | -| 73 | [torch.Tensor.bernoulli](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli.html#torch.Tensor.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html#bernoulli) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.bernoulli.html) | -| 74 | [torch.distributions.transforms.PowerTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.PowerTransform.html) | -| 75 | [torch.linalg.solve](https://pytorch.org/docs/stable/generated/torch.linalg.solve.html#torch.linalg.solve) | [paddle.linalg.solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.solve.html) | -| 76 | [torch.utils.cpp_extension.CppExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cppextension#torch.utils.cpp_extension.CppExtension) | [paddle.utils.cpp_extension.CppExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.CppExtension.html) | -| 77 | [torch.hypot](https://pytorch.org/docs/stable/generated/torch.hypot.html#torch.hypot) | [paddle.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hypot.html) | -| 78 | [torch.nextafter](https://pytorch.org/docs/stable/generated/torch.nextafter.html?highlight=nextafter#torch.nextafter) | [paddle.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nextafter.html) | -| 79 | [torch.fmod](https://pytorch.org/docs/stable/generated/torch.fmod.html?highlight=fmod#torch.fmod) | [paddle.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mod_cn.html#mod) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmod.html) | -| 80 | [torch.fix](https://pytorch.org/docs/stable/generated/torch.fix.html?highlight=torch+fix#torch.fix) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fix.html) | -| 81 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | [paddle.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/median_cn.html#median) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.median.html) | -| 82 | [torch.distributions.beta.Beta](https://pytorch.org/docs/stable/distributions.html#torch.distributions.beta.Beta) | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.beta.Beta.html) | -| 83 | [torch.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html?highlight=lgamma#torch.lgamma) | [paddle.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html#lgamma) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lgamma.html) | -| 84 | [torch.nn.GroupNorm](https://pytorch.org/docs/stable/generated/torch.nn.GroupNorm.html?highlight=groupnorm#torch.nn.GroupNorm) | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.GroupNorm.html) | -| 85 | [torch.autograd.grad](https://pytorch.org/docs/stable/generated/torch.autograd.grad.html#torch.autograd.grad) | [paddle.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/grad_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.grad.html) | -| 86 | [torch.distributions.transforms.Transform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.Transform) | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.Transform.html) | -| 87 | [torch.linalg.solve_triangular](https://pytorch.org/docs/stable/generated/torch.linalg.solve_triangular.html?highlight=torch+linalg+solve_triangular#torch.linalg.solve_triangular) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.solve_triangular.html) | -| 88 | [torch.nn.BCEWithLogitsLoss](https://pytorch.org/docs/stable/generated/torch.nn.BCEWithLogitsLoss.html#bcewithlogitsloss) | [paddle.nn.BCEWithLogitsLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCEWithLogitsLoss_cn.html#bcewithlogitsloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.BCEWithLogitsLoss.html) | -| 89 | [fairscale.nn.model_parallel.layers.RowParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L299) | [paddle.distributed.fleet.meta_parallel.RowParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L291) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.RowParallelLinear.html) | -| 90 | [torch.nn.ELU](https://pytorch.org/docs/stable/generated/torch.nn.ELU.html?highlight=elu#torch.nn.ELU) | [paddle.nn.ELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ELU_cn.html#elu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ELU.html) | -| 91 | [torch.jit.load](https://pytorch.org/docs/stable/generated/torch.jit.load.html#torch.jit.load) | [paddle.jit.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/load_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.load.html) | -| 92 | [torch.nn.NLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.NLLLoss.html?highlight=nllloss#torch.nn.NLLLoss) | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.NLLLoss.html) | -| 93 | [torch.nn.functional.multilabel\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_margin_loss.html) | [paddle.nn.functional.multi\_label\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_margin_loss_cn.html#multi-label-margin-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multilabel_margin_loss.html) | -| 94 | [torch.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan2.html) | -| 95 | [torch.acosh](https://pytorch.org/docs/stable/generated/torch.acosh.html?highlight=acosh#torch.acosh) | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acosh.html) | -| 96 | [torch.Tensor.contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.contiguous.html) | [paddle.Tensor.contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#contiguous) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.contiguous.html) | -| 97 | [torch.optim.ASGD](https://pytorch.org/docs/stable/generated/torch.optim.ASGD.html) | [paddle.optimizer.ASGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/ASGD_cn.html#cn-api-paddle-optimizer-asgd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.ASGD.html) | -| 98 | [torch.distributions.transforms.SoftmaxTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SoftmaxTransform) | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SoftmaxTransform.html) | -| 99 | [transformers.GenerationConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/text_generation#transformers.GenerationConfig) | [paddlenlp.generation.GenerationConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/configuration_utils.py#L62) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.GenerationConfig.html) | -| 100 | [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product) | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.householder_product.html) | -| 101 | [torch.special.erf](https://pytorch.org/docs/stable/special.html?highlight=torch+special+erf#torch.special.erf) | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erf.html) | -| 102 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | [paddle.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmedian_cn.html#nanmedian) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanmedian.html) | -| 103 | [torch.inverse](https://pytorch.org/docs/stable/generated/torch.inverse.html?highlight=inverse#torch.inverse) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.inverse.html) | -| 104 | [torch.signal.windows.general_cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.general_cosine.html) | -| 105 | [torch.distributions.log_normal.LogNormal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.log_normal.LogNormal) | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.log_normal.LogNormal.html) | -| 106 | [torch.distributed.P2POp](https://pytorch.org/docs/stable/distributed.html#torch.distributed.P2POp) | [paddle.distributed.P2POp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/Overview_cn.html#paddle-distributed) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.P2POp.html) | -| 107 | [torch.distributions.bernoulli.Bernoulli](https://pytorch.org/docs/stable/distributions.html#torch.distributions.bernoulli.Bernoulli) | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.bernoulli.Bernoulli.html) | -| 108 | [torch.special.sinc](https://pytorch.org/docs/stable/special.html#torch.special.sinc) | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.sinc.html) | -| 109 | [torch.nn.InstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm3d.html#torch.nn.InstanceNorm3d) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.InstanceNorm3d.html) | -| 110 | [torch.nn.functional.l1_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.l1_loss.html?highlight=l1_loss#torch.nn.functional.l1_loss) | [paddle.nn.functional.l1_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/l1_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.l1_loss.html) | -| 111 | [torch.Tensor.numpy](https://pytorch.org/docs/stable/generated/torch.Tensor.numpy.html?highlight=numpy#torch.Tensor.numpy) | [paddle.Tensor.numpy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#numpy) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.numpy.html) | -| 112 | [torch.linalg.det](https://pytorch.org/docs/stable/generated/torch.linalg.det.html#torch.linalg.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.det.html) | -| 113 | [torch.linspace](https://pytorch.org/docs/stable/generated/torch.linspace.html?highlight=linspace#torch.linspace) | [paddle.linspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linspace_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linspace.html) | -| 114 | [torch.nn.functional.margin\_ranking\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.margin_ranking_loss.html?highlight=margin_ranking_loss#torch.nn.functional.margin_ranking_loss) | [paddle.nn.functional.margin\_ranking\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/margin_ranking_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.margin_ranking_loss.html) | -| 115 | [torch.nn.functional.normalize](https://pytorch.org/docs/stable/generated/torch.nn.functional.normalize.html?highlight=normalize#torch.nn.functional.normalize) | [paddle.nn.functional.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/normalize_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.normalize.html) | -| 116 | [torch.distributions.binomial.Binomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.binomial.Binomial) | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.binomial.Binomial.html) | -| 117 | [torch.Tensor.log\_normal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_normal_.html#torch-tensor-log-normal) | [paddle.Tensor.log\_normal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log_normal-mean-1-0-std-2-0-shape-none-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.log_normal_.html) | -| 118 | [torch.optim.RMSprop](https://pytorch.org/docs/stable/generated/torch.optim.RMSprop.html) | [paddle.optimizer.RMSProp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RMSProp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.RMSprop.html) | -| 119 | torch.scalar_tensor | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.scalar_tensor.html) | -| 120 | [torch.distributions.laplace.Laplace](https://pytorch.org/docs/stable/distributions.html#torch.distributions.laplace.Laplace) | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.laplace.Laplace.html) | -| 121 | [torch.distributed.new_group](https://pytorch.org/docs/stable/distributed.html#torch.distributed.new_group) | [paddle.distributed.new_group](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/new_group_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.new_group.html) | -| 122 | [torch.distributions.lkj_cholesky.LKJCholesky](https://pytorch.org/docs/stable/distributions.html#torch.distributions.lkj_cholesky.LKJCholesky) | [paddle.distribution.LKJCholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/LKJCholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.lkj_cholesky.LKJCholesky.html) | -| 123 | [torch.utils.data.DataLoader](https://pytorch.org/docs/stable/data.html?highlight=dataloader#torch.utils.data.DataLoader) | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.DataLoader.html) | -| 124 | [torch.distributions.cauchy.Cauchy](https://pytorch.org/docs/stable/distributions.html#torch.distributions.cauchy.Cauchy) | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.cauchy.Cauchy.html) | -| 125 | [torch.linalg.matrix_norm](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_norm.html#torch.linalg.matrix_norm) | [paddle.linalg.matrix_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_norm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_norm.html) | -| 126 | [torch.isposinf](https://pytorch.org/docs/stable/generated/torch.isposinf.html#torch-isposinf) | [paddle.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isposinf_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.isposinf.html) | -| 127 | [torch.index_add](https://pytorch.org/docs/stable/generated/torch.index_add.html#torch.index_add) | [paddle.index_add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/index_add_cn.html#index-add) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.index_add.html) | -| 128 | [torch.acos](https://pytorch.org/docs/stable/generated/torch.acos.html?highlight=acos#torch.acos) | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acos.html) | -| 129 | [torch.Tensor.sub](https://pytorch.org/docs/stable/generated/torch.Tensor.sub.html#torch.Tensor.sub) | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub.html) | -| 130 | [torch.randint](https://pytorch.org/docs/stable/generated/torch.randint.html?highlight=randint#torch.randint) | [paddle.randint](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_cn.html#randint) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randint.html) | -| 131 | [torch.linalg.cross](https://pytorch.org/docs/stable/generated/torch.linalg.cross.html?highlight=torch+linalg+cross#torch.linalg.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cross.html) | -| 132 | [torch.nn.functional.scaled\_dot\_product\_attention](https://pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.html#torch-nn-functional-scaled-dot-product-attention) | [paddle.nn.functional.scaled\_dot\_product\_attention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/scaled_dot_product_attention_cn.html#scaled-dot-product-attention) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.scaled_dot_product_attention.html) | -| 133 | [torch.nn.functional.max_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool1d.html#torch.nn.functional.max_pool1d) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.max_pool1d.html) | -| 134 | [torch.Tensor.index_add](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add.html#torch.Tensor.index_add) | paddle.Tensor.index_add | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.index_add.html) | -| 135 | [torch.optim.Optimizer.step](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.step.html#torch-optim-optimizer-step) | [paddle.optimizer.Optimizer.step](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#step) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Optimizer.step.html) | -| 136 | [torch.mv](https://pytorch.org/docs/stable/generated/torch.mv.html?highlight=torch+mv#torch.mv) | [paddle.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mv.html) | -| 137 | [torch.Tensor.new_tensor](https://pytorch.org/docs/stable/generated/torch.Tensor.new_tensor.html#torch-tensor-new-tensor) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.new_tensor.html) | -| 138 | [torch.vdot](https://pytorch.org/docs/stable/generated/torch.vdot.html#torch.vdot) | [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.vdot.html) | -| 139 | [torch.fft.fftn](https://pytorch.org/docs/stable/generated/torch.fft.fftn.html?highlight=fftn#torch.fft.fftn) | [paddle.fft.fftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fftn.html) | -| 140 | [fairscale.nn.model_parallel.layers.ColumnParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L218) | [paddle.distributed.fleet.meta_parallel.ColumnParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L153) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.ColumnParallelLinear.html) | -| 141 | [torch.nn.Dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout3d.html?highlight=dropout3d#torch.nn.Dropout3d) | [paddle.nn.Dropout3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout3D_cn.html#dropout3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout3d.html) | -| 142 | [torchvision.ops.RoIAlign](https://pytorch.org/vision/main/generated/torchvision.ops.RoIAlign.html) | [paddle.vision.ops.RoIAlign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIAlign_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.ops.RoIAlign.html) | -| 143 | [torch.distributed.recv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.recv) | [paddle.distributed.recv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/recv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.recv.html) | -| 144 | [torch.distributions.studentT.StudentT](https://pytorch.org/docs/stable/distributions.html#studentt) | [paddle.distribution.StudentT](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/StudentT_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.studentT.StudentT.html) | -| 145 | [torch.nn.functional.mish](https://pytorch.org/docs/stable/generated/torch.nn.functional.mish.html?highlight=torch+nn+functional+mish#torch.nn.functional.mish) | [paddle.nn.functional.mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.mish.html) | -| 146 | [torch.fft.rfftfreq](https://pytorch.org/docs/stable/generated/torch.fft.rfftfreq.html?highlight=rfftfreq#torch.fft.rfftfreq) | [paddle.fft.rfftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftfreq_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfftfreq.html) | -| 147 | [transformers.AddedToken](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/tokenization_utils_base.py#L84) | [paddlenlp.transformers.AddedToken](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils_base.py#L48) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.AddedToken.html) | -| 148 | [torch.Tensor.clone](https://pytorch.org/docs/stable/generated/torch.Tensor.clone.html#torch.Tensor.clone) | [paddle.Tensor.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clone) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.clone.html) | -| 149 | [torch.nn.FractionalMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool3d.html#fractionalmaxpool3d) | [paddle.nn.FractionalMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FractionalMaxPool3d.html) | -| 150 | [torch.optim.RAdam](https://pytorch.org/docs/stable/generated/torch.optim.RAdam.html#torch.optim.RAdam) | [paddle.optimizer.RAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RAdam_cn.html#radam) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.RAdam.html) | -| 151 | [torch.distributions.continuous_bernoulli.ContinuousBernoulli](https://pytorch.org/docs/stable/distributions.html) | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.continuous_bernoulli.ContinuousBernoulli.html) | -| 152 | [torch.negative](https://pytorch.org/docs/stable/generated/torch.negative.html?highlight=torch+negative#torch.negative) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.negative.html) | -| 153 | [torch.nn.Module.register\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_pre_hook) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.register_forward_pre_hook.html) | -| 154 | [torch.special.erfinv](https://pytorch.org/docs/stable/special.html#torch.special.erfinv) | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erfinv.html) | -| 155 | [torch.special.polygamma](https://pytorch.org/docs/stable/special.html#torch.special.polygamma) | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.polygamma.html) | -| 156 | [torch.bernoulli](https://pytorch.org/docs/stable/generated/torch.bernoulli.html#torch.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.bernoulli.html) | -| 157 | [torch.distributions.multinomial.Multinomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.multinomial.Multinomial) | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multinomial.Multinomial.html) | -| 158 | [torch.inner](https://pytorch.org/docs/stable/generated/torch.inner.html?highlight=inner#torch.inner) | [paddle.inner](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/inner_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.inner.html) | -| 159 | [torch.fft.irfft](https://pytorch.org/docs/stable/generated/torch.fft.irfft.html#torch-fft-irfft) | [paddle.fft.irfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft_cn.html#irfft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfft.html) | -| 160 | [torch.nn.functional.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.celu.html) | -| 161 | [torch.bucketize](https://pytorch.org/docs/stable/generated/torch.bucketize.html#torch.bucketize) | [paddle.bucketize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bucketize_cn.html#paddle-bucketize) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.bucketize.html) | -| 162 | [torch.nn.Mish](https://pytorch.org/docs/stable/generated/torch.nn.Mish.html?highlight=torch+nn+mish) | [paddle.nn.Mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Mish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Mish.html) | -| 163 | [torch.distributions.dirichlet.Dirichlet](https://pytorch.org/docs/stable/distributions.html#torch.distributions.dirichlet.Dirichlet) | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.dirichlet.Dirichlet.html) | -| 164 | [torch.nan\_to\_num](https://pytorch.org/docs/stable/generated/torch.nan_to_num.html?highlight=nan_to_num#torch.nan_to_num) | [paddle.nan\_to\_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nan_to_num_cn.html#nan-to-num) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nan_to_num.html) | -| 165 | [torch.fft.ifft2](https://pytorch.org/docs/stable/generated/torch.fft.ifft2.html?highlight=ifft2#torch.fft.ifft2) | [paddle.fft.ifft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifft2.html) | -| 166 | [torch.fft.hfft](https://pytorch.org/docs/stable/generated/torch.fft.hfft.html?highlight=hfft#torch.fft.hfft) | [paddle.fft.hfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfft.html) | -| 167 | [torch.signal.windows.general_hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.general_hamming.html) | -| 168 | [torch.triu_indices](https://pytorch.org/docs/stable/generated/torch.triu_indices.html?highlight=triu_indices#torch.triu_indices) | [paddle.triu_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_indices_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.triu_indices.html) | -| 169 | [torch.logspace](https://pytorch.org/docs/stable/generated/torch.logspace.html?highlight=logspace#torch.logspace) | [paddle.logspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logspace_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logspace.html) | -| 170 | [torch.set_printoptions](https://pytorch.org/docs/stable/generated/torch.set_printoptions.html?highlight=torch+set_printoptions#torch.set_printoptions) | [paddle.set_printoptions](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_printoptions_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.set_printoptions.html) | -| 171 | [torch.nn.Hardswish](https://pytorch.org/docs/stable/generated/torch.nn.Hardswish.html#torch.nn.Hardswish) | [paddle.nn.Hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardswish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardswish.html) | -| 172 | [torch.autograd.backward](https://pytorch.org/docs/stable/generated/torch.autograd.backward.html#torch.autograd.backward) | [paddle.autograd.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/backward_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.backward.html) | -| 173 | [torch.nn.Module.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.load_state_dict) | [paddle.nn.Layer.set\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#set-state-dict-state-dict-use-structured-name-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.load_state_dict.html) | -| 174 | [torch.signal.windows.hann](https://pytorch.org/docs/stable/generated/torch.signal.windows.hann.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.hann.html) | -| 175 | [torch.save](https://pytorch.org/docs/stable/generated/torch.save.html?highlight=save#torch.save) | [paddle.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/save_cn.html#save) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.save.html) | -| 176 | [torch.autograd.functional.hessian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.hessian.html#torch.autograd.functional.hessian) | [paddle.incubate.autograd.Hessian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Hessian_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.hessian.html) | -| 177 | [torch.fmax](https://pytorch.org/docs/stable/generated/torch.fmax.html#torch.fmax) | [paddle.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmax.html) | -| 178 | [torch.linalg.svd](https://pytorch.org/docs/stable/generated/torch.linalg.svd.html?highlight=svd#torch.linalg.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.svd.html) | -| 179 | [torch.nn.functional.triplet\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_loss.html?highlight=triplet_margin_loss#torch.nn.functional.triplet_margin_loss) | [paddle.nn.functional.triplet\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.triplet_margin_loss.html) | -| 180 | [torch.nn.functional.fractional\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool3d.html#torch-nn-functional-fractional-max-pool3d) | [paddle.nn.functional.fractional\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.fractional_max_pool3d.html) | -| 181 | [torch.special.psi](https://pytorch.org/docs/stable/special.html#torch.special.psi) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.psi.html) | -| 182 | [torch.baddbmm](https://pytorch.org/docs/stable/generated/torch.baddbmm.html?highlight=baddbmm#torch.baddbmm) | [paddle.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/baddbmm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.baddbmm.html) | -| 183 | [torch.linalg.eigvalsh](https://pytorch.org/docs/stable/generated/torch.linalg.eigvalsh.html#torch.linalg.eigvalsh) | [paddle.linalg.eigvalsh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvalsh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigvalsh.html) | -| 184 | [torch.nn.functional.binary\_cross\_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy.html) | [paddle.nn.functional.binary\_cross\_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/binary_cross_entropy_cn.html#binary-cross-entropy) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.binary_cross_entropy.html) | -| 185 | [torch.deg2rad](https://pytorch.org/docs/stable/generated/torch.deg2rad.html#torch-deg2rad) | [paddle.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/deg2rad_cn.html#paddle.deg2rad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.deg2rad.html) | -| 186 | [torch.fft.fftfreq](https://pytorch.org/docs/stable/generated/torch.fft.fftfreq.html?highlight=fftfreq#torch.fft.fftfreq) | [paddle.fft.fftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftfreq_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fftfreq.html) | -| 187 | [torch.nn.functional.hardswish](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardswish.html#torch.nn.functional.hardswish) | [paddle.nn.functional.hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardswish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hardswish.html) | -| 188 | [torch.nn.PoissonNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.PoissonNLLLoss) | [paddle.nn.PoissonNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PoissonNLLLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.PoissonNLLLoss.html) | -| 189 | [torch.Tensor.round_](https://pytorch.org/docs/stable/generated/torch.Tensor.round_.html#torch.Tensor.round_) | [paddle.Tensor.round_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.round_.html) | -| 190 | [torch.nn.functional.poisson\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.poisson_nll_loss.html) | [paddle.nn.functional.poisson\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/poisson_nll_loss_cn.html#poisson-nll-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.poisson_nll_loss.html) | -| 191 | [torch.distributions.exp_family.ExponentialFamily](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exp_family.ExponentialFamily) | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exp_family.ExponentialFamily.html) | -| 192 | [torch.nn.MaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool1d.html?highlight=maxpool1d#torch.nn.MaxPool1d) | [paddle.nn.MaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool1D_cn.html#maxpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool1d.html) | -| 193 | [torch.distributed.rpc.init_rpc](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.init_rpc) | [paddle.distributed.rpc.init_rpc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/init_rpc_cn.html#init-rpc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.rpc.init_rpc.html) | -| 194 | [torch.nn.FractionalMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool2d.html#fractionalmaxpool2d) | [paddle.nn.FractionalMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FractionalMaxPool2d.html) | -| 195 | [flash\_attn.flash\_attn\_interface.flash\_attn\_func](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/flash_attn_interface.py#L808) | [paddle.nn.functional.flash\_attention.flash\_attention](https://github.com/PaddlePaddle/Paddle/blob/900d27c40ef4567d7ea6342f3f0eedd394885ecb/python/paddle/nn/functional/flash_attention.py#L248) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_func.html) | -| 196 | [torch.gcd](https://pytorch.org/docs/stable/generated/torch.gcd.html#torch-gcd) | [paddle.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gcd_cn.html#gcd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.gcd.html) | -| 197 | [torch.optim.NAdam](https://pytorch.org/docs/stable/generated/torch.optim.NAdam.html#torch.optim.NAdam) | [paddle.optimizer.NAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/NAdam_cn.html#nadam) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.NAdam.html) | -| 198 | [torch.trunc](https://pytorch.org/docs/stable/generated/torch.trunc.html?highlight=torch+trunc#torch.trunc) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.trunc.html) | -| 199 | [torch.Tensor.unique](https://pytorch.org/docs/stable/generated/torch.Tensor.unique.html?highlight=unique#torch.Tensor.unique) | [paddle.Tensor.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unique-return-index-false-return-inverse-false-return-counts-false-axis-none-dtype-int64-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.unique.html) | -| 200 | [torch.nn.Hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.Hardtanh.html#torch.nn.Hardtanh) | [paddle.nn.Hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardtanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardtanh.html) | -| 201 | [torch.nn.AdaptiveLogSoftmaxWithLoss](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveLogSoftmaxWithLoss.html#adaptivelogsoftmaxwithloss) | [paddle.nn.AdaptiveLogSoftmaxWithLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveLogSoftmaxWithLoss_cn.html#adaptivelogsoftmaxwithloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.AdaptiveLogSoftmaxWithLoss.html) | -| 202 | [torch.qr](https://pytorch.org/docs/stable/generated/torch.qr.html#torch.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.qr.html) | -| 203 | [torch.ldexp](https://pytorch.org/docs/stable/generated/torch.ldexp.html#torch.ldexp) | [paddle.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ldexp_cn.html#ldexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ldexp.html) | -| 204 | [torch.profiler.profile](https://pytorch.org/docs/stable/profiler.html#torch.profiler.profile) | [paddle.profiler.Profiler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/Profiler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.profiler.profile.html) | -| 205 | [torch.Tensor.is_contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.is_contiguous.html#torch-tensor-is-contiguous) | [paddle.Tensor.is_contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-contiguous) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.is_contiguous.html) | -| 206 | [torch.distributions.categorical.Categorical](https://pytorch.org/docs/stable/distributions.html#torch.distributions.categorical.Categorical) | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.categorical.Categorical.html) | -| 207 | [torch.signal.windows.exponential](https://pytorch.org/docs/stable/generated/torch.signal.windows.exponential.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.exponential.html) | -| 208 | [torch.asin](https://pytorch.org/docs/stable/generated/torch.asin.html#torch.asin) | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asin.html) | -| 209 | [torch.fft.rfft](https://pytorch.org/docs/stable/generated/torch.fft.rfft.html#torch-fft-rfft) | [paddle.fft.rfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft_cn.html#rfft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfft.html) | -| 210 | [torch.hub.help](https://pytorch.org/docs/stable/hub.html?highlight=hub+help#torch.hub.help) | [paddle.hub.help](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/help_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.help.html) | -| 211 | [torch.utils.data.distributed.DistributedSampler](https://docs.pytorch.org/docs/stable/data.html#torch.utils.data.distributed.DistributedSampler) | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.distributed.DistributedSampler.html) | -| 212 | [torch.distributed.monitored_barrier](https://pytorch.org/docs/stable/distributed.html#torch.distributed.monitored_barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.monitored_barrier.html) | -| 213 | [torch.unique](https://pytorch.org/docs/stable/generated/torch.unique.html?highlight=unique#torch.unique) | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.unique.html) | -| 214 | [torch.signbit](https://pytorch.org/docs/stable/generated/torch.signbit.html#torch-signbit) | [paddle.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signbit.html) | -| 215 | [torch.distributions.transforms.ReshapeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ReshapeTransform) | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ReshapeTransform.html) | -| 216 | [torch.nn.Transformer](https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html#torch.nn.Transformer) | [paddle.nn.Transformer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Transformer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Transformer.html) | -| 217 | [torch.nn.functional.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.selu.html) | -| 218 | [torch.svd](https://pytorch.org/docs/stable/generated/torch.svd.html?highlight=torch+svd#torch.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.svd.html) | -| 219 | [torch.atan](https://pytorch.org/docs/stable/generated/torch.atan.html#torch.atan) | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan.html) | -| 220 | [torch.distributions.gumbel.Gumbel](https://pytorch.org/docs/stable/distributions.html#torch.distributions.gumbel.Gumbel) | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gumbel.Gumbel.html) | -| 221 | [torch.nn.LeakyReLU](https://pytorch.org/docs/stable/generated/torch.nn.LeakyReLU.html?highlight=leakyrelu#torch.nn.LeakyReLU) | [paddle.nn.LeakyReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LeakyReLU_cn.html#leakyrelu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.LeakyReLU.html) | -| 222 | [torch.normal](https://pytorch.org/docs/stable/generated/torch.normal.html#torch.normal) | [paddle.normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/normal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.normal.html) | -| 223 | [torch.nanmean](https://pytorch.org/docs/stable/generated/torch.nanmean.html?highlight=nanmean#torch.nanmean) | [paddle.nanmean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmean_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanmean.html) | -| 224 | [torch.searchsorted](https://pytorch.org/docs/stable/generated/torch.searchsorted.html#torch-searchsorted) | [paddle.searchsorted](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/searchsorted_cn.html#searchsorted) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.searchsorted.html) | -| 225 | [torch.Tensor.nanmean](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmean.html?highlight=nanmean#torch.Tensor.nanmean) | [paddle.Tensor.nanmean](暂无对应文档) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.nanmean.html) | -| 226 | [torch.fft.ihfft2](https://pytorch.org/docs/stable/generated/torch.fft.ihfft2.html?highlight=torch+fft+ihfft2#torch.fft.ihfft2) | [paddle.fft.ihfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfft2.html) | -| 227 | [torch.nn.TransformerEncoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoder.html#torch.nn.TransformerEncoder) | [paddle.nn.TransformerEncoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoder_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerEncoder.html) | -| 228 | [torch.nn.functional.gumbel_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.gumbel_softmax.html#torch.nn.functional.gumbel_softmax) | [paddle.nn.functional.gumbel_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gumbel_softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.gumbel_softmax.html) | -| 229 | [torch.distributed.isend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.isend) | [paddle.distributed.isend](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/isend_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.isend.html) | -| 230 | [torch.nn.SmoothL1Loss](https://pytorch.org/docs/stable/generated/torch.nn.SmoothL1Loss.html?highlight=smoothl1loss#torch.nn.SmoothL1Loss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html#smoothl1loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SmoothL1Loss.html) | -| 231 | [torch.linalg.qr](https://pytorch.org/docs/stable/generated/torch.linalg.qr.html#torch.linalg.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.qr.html) | -| 232 | [torch.special.multigammaln](https://pytorch.org/docs/stable/special.html#torch.special.multigammaln) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.multigammaln.html) | -| 233 | [torch.distributions.transforms.AbsTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AbsTransform) | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AbsTransform.html) | -| 234 | [torch.lt](https://pytorch.org/docs/stable/generated/torch.lt.html#torch.lt) | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lt.html) | -| 235 | [torch.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autocast.html) | -| 236 | [torch.fft.hfftn](https://pytorch.org/docs/stable/generated/torch.fft.hfftn.html?highlight=torch+fft+hfftn#torch.fft.hfftn) | [paddle.fft.hfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.hfftn.html) | -| 237 | [torch.nn.functional.kl_div](https://pytorch.org/docs/stable/generated/torch.nn.functional.kl_div.html?highlight=kl_div#torch.nn.functional.kl_div) | [paddle.nn.functional.kl_div](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/kl_div_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.kl_div.html) | -| 238 | [torch.sparse\_csr\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_csr_tensor.html#torch.sparse_csr_tensor) | [paddle.sparse.sparse\_csr\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_csr_tensor_cn.html#sparse-csr-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sparse_csr_tensor.html) | -| 239 | [torch.nn.functional.cross_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.cross_entropy.html?highlight=cross_#torch.nn.functional.cross_entropy) | [paddle.nn.functional.cross_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cross_entropy_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.cross_entropy.html) | -| 240 | [torch.distributions.normal.Normal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.normal.Normal) | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.normal.Normal.html) | -| 241 | [torch.nn.functional.hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardtanh.html#torch.nn.functional.hardtanh) | [paddle.nn.functional.hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hardtanh.html) | -| 242 | [torch.optim.Adamax](https://pytorch.org/docs/stable/generated/torch.optim.Adamax.html) | [paddle.optimizer.Adamax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adamax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adamax.html) | -| 243 | [torch.nn.MultiLabelSoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelSoftMarginLoss.html#torch.nn.MultiLabelSoftMarginLoss) | [paddle.nn.MultiLabelSoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelSoftMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiLabelSoftMarginLoss.html) | -| 244 | [torch.Tensor.resize_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_.html) | [paddle.Tensor.resize_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#resize-shape-fill-zero-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.resize_.html) | -| 245 | [torch.distributions.transforms.ExpTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ExpTransform) | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ExpTransform.html) | -| 246 | [torch.nn.CosineEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.CosineEmbeddingLoss.html#torch.nn.CosineEmbeddingLoss) | [paddle.nn.CosineEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineEmbeddingLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CosineEmbeddingLoss.html) | -| 247 | [torch.distributions.chi2.Chi2](https://pytorch.org/docs/stable/distributions.html#chi2) | [paddle.distribution.Chi2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Chi2_cn.html#prob-value) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.chi2.Chi2.html) | -| 248 | [torch.signal.windows.hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.hamming.html) | -| 249 | [torch.abs](https://pytorch.org/docs/stable/generated/torch.abs.html?highlight=abs#torch.abs) | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.abs.html) | -| 250 | [torch.atanh](https://pytorch.org/docs/stable/generated/torch.atanh.html#torch.atanh) | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atanh.html) | -| 251 | [torch.autograd.functional.vjp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.vjp.html#torch.autograd.functional.vjp) | [paddle.incubate.autograd.vjp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/vjp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.vjp.html) | -| 252 | [torch.lu_unpack](https://pytorch.org/docs/stable/generated/torch.lu_unpack.html?highlight=lu_unpack#torch.lu_unpack) | [paddle.linalg.lu_unpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_unpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu_unpack.html) | -| 253 | [torch.fft.ihfftn](https://pytorch.org/docs/stable/generated/torch.fft.ihfftn.html?highlight=torch+fft+ihfftn#torch.fft.ihfftn) | [paddle.fft.ihfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfftn.html) | -| 254 | [torch.Tensor.geometric_](https://pytorch.org/docs/stable/generated/torch.Tensor.geometric_.html) | [paddle.Tensor.geometric_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.geometric_.html) | -| 255 | [torch.distributed.barrier](https://pytorch.org/docs/stable/distributed.html?highlight=barrier#torch.distributed.barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.barrier.html) | -| 256 | [torch.linalg.eigvals](https://pytorch.org/docs/stable/generated/torch.linalg.eigvals.html?highlight=torch+linalg+eigvals#torch.linalg.eigvals) | [paddle.linalg.eigvals](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvals_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigvals.html) | -| 257 | [torch.max_pool1d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.max_pool1d.html) | -| 258 | [torch.utils.cpp_extension.load](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+load#torch.utils.cpp_extension.load) | [paddle.utils.cpp_extension.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/load_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.cpp_extension.load.html) | -| 259 | [torch.exp](https://pytorch.org/docs/stable/generated/torch.exp.html?highlight=torch+exp#torch.exp) | [paddle.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/exp_cn.html#exp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.exp.html) | -| 260 | [torch.stft](https://pytorch.org/docs/stable/generated/torch.stft.html?highlight=stft#torch.stft) | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.stft.html) | -| 261 | [torch.distributions.uniform.Uniform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.uniform.Uniform) | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.uniform.Uniform.html) | -| 262 | [torch.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.logcumsumexp.html#torch-logcumsumexp) | [paddle.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.logcumsumexp.html) | -| 263 | [torch.optim.Adam](https://pytorch.org/docs/stable/generated/torch.optim.Adam.html) | [paddle.optimizer.Adam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adam_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adam.html) | -| 264 | [torch.nn.MaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool3d.html?highlight=maxpool3d#torch.nn.MaxPool3d) | [paddle.nn.MaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool3D_cn.html#maxpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool3d.html) | -| 265 | [torch.nn.SELU](https://pytorch.org/docs/stable/generated/torch.nn.SELU.html#torch.nn.SELU) | [paddle.nn.SELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SELU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SELU.html) | -| 266 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html#softmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.softmax.html) | -| 267 | [torch.ne](https://pytorch.org/docs/stable/generated/torch.ne.html?highlight=torch.ne#torch.ne) | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ne.html) | -| 268 | [torch.Tensor.symeig](https://pytorch.org/docs/stable/generated/torch.Tensor.symeig.html#torch.Tensor.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.symeig.html) | -| 269 | [torch.signal.windows.gaussian](https://pytorch.org/docs/stable/generated/torch.signal.windows.gaussian.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.gaussian.html) | -| 270 | [torch.linalg.pinv](https://pytorch.org/docs/stable/generated/torch.linalg.pinv.html#torch.linalg.pinv) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.pinv.html) | -| 271 | [torch.distributions.transforms.StickBreakingTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StickBreakingTransform) | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StickBreakingTransform.html) | -| 272 | [torch.nn.functional.log_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.log_softmax.html#torch.nn.functional.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.log_softmax.html) | -| 273 | [torch.Tensor.to](https://pytorch.org/docs/stable/generated/torch.Tensor.to.html#torch.Tensor.to) | [paddle.Tensor.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#to-args-kwargs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.to.html) | -| 274 | [torch.nn.parallel.DistributedDataParallel](https://pytorch.org/docs/stable/generated/torch.nn.parallel.DistributedDataParallel.html#torch.nn.parallel.DistributedDataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.parallel.DistributedDataParallel.html) | -| 275 | [torch.signal.windows.blackman](https://pytorch.org/docs/stable/generated/torch.signal.windows.blackman.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.blackman.html) | -| 276 | [torch.jit.ignore](https://pytorch.org/docs/stable/generated/torch.jit.ignore.html#torch-jit-ignore) | [paddle.jit.not\_to\_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/not_to_static_cn.html#not-to-static) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.ignore.html) | -| 277 | [torch.distributed.send](https://pytorch.org/docs/stable/distributed.html#torch.distributed.send) | [paddle.distributed.send](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/send_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.send.html) | -| 278 | [torch.fft.irfftn](https://pytorch.org/docs/stable/generated/torch.fft.irfftn.html?highlight=irfftn#torch.fft.irfftn) | [paddle.fft.irfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.irfftn.html) | -| 279 | [torch.fft.ihfft](https://pytorch.org/docs/stable/generated/torch.fft.ihfft.html?highlight=ihfft#torch.fft.ihfft) | [paddle.fft.ihfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ihfft.html) | -| 280 | [torch.renorm](https://pytorch.org/docs/stable/generated/torch.renorm.html#torch-renorm) | paddle.renorm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.renorm.html) | -| 281 | [torch.randn_like](https://pytorch.org/docs/stable/generated/torch.randn_like.html#torch.randn_like) | [paddle.randn_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_like_cn.html#randn_like) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randn_like.html) | -| 282 | [torch.distributed.rpc.shutdown](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.shutdown) | [paddle.distributed.rpc.shutdown](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/shutdown_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.rpc.shutdown.html) | -| 283 | [torch.optim.Adagrad](https://pytorch.org/docs/stable/generated/torch.optim.Adagrad.html) | [paddle.optimizer.Adagrad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adagrad_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adagrad.html) | -| 284 | [torch.nn.TransformerEncoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoderLayer.html#torch.nn.TransformerEncoderLayer) | [paddle.nn.TransformerEncoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoderLayer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerEncoderLayer.html) | -| 285 | [torch.log1p](https://pytorch.org/docs/stable/generated/torch.log1p.html?highlight=log1p#torch.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.log1p.html) | -| 286 | [torch.Tensor.exponential_](https://pytorch.org/docs/stable/generated/torch.Tensor.exponential_.html#torch.Tensor.exponential_) | [paddle.Tensor.exponential_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exponential-lam-1-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.exponential_.html) | -| 287 | [torch.special.gammaincc](https://pytorch.org/docs/stable/special.html#torch.special.gammaincc) | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaincc.html) | -| 288 | [torch.nn.SoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.SoftMarginLoss.html#torch.nn.SoftMarginLoss) | [paddle.nn.SoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SoftMarginLoss_cn.html#softmarginloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SoftMarginLoss.html) | -| 289 | [torch.jit.script](https://pytorch.org/docs/stable/generated/torch.jit.script.html#torch-jit-script) | [paddle.jit.to_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/to_static_cn.html#paddle.jit.to_static) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.jit.script.html) | -| 290 | [torch.onnx.export](https://pytorch.org/docs/stable/onnx.html#torch.onnx.export) | [paddle.onnx.export](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/onnx/export_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.onnx.export.html) | -| 291 | [torch.load](https://pytorch.org/docs/stable/generated/torch.load.html?highlight=load#torch.load) | [paddle.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/load_cn.html#load) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.load.html) | -| 292 | [torch.nn.functional.elu](https://pytorch.org/docs/stable/generated/torch.nn.functional.elu.html#torch.nn.functional.elu) | [paddle.nn.functional.elu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/elu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.elu.html) | -| 293 | [torch.hann_window](https://pytorch.org/docs/stable/generated/torch.hann_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hann_window.html) | -| 294 | [torch.hub.download\_url\_to\_file](https://pytorch.org/docs/stable/hub.html?highlight=download#torch.hub.download_url_to_file) | [paddle.utils.download.get\_weights\_path\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/download/get_weights_path_from_url_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.download_url_to_file.html) | -| 295 | [torch.fft.fft2](https://pytorch.org/docs/stable/generated/torch.fft.fft2.html?highlight=fft2#torch.fft.fft2) | [paddle.fft.fft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.fft2.html) | -| 296 | [torch.linalg.matrix_power](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_power.html?highlight=torch+linalg+matrix_power#torch.linalg.matrix_power) | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_power.html) | -| 297 | [torch.hub.load\_state\_dict\_from\_url](https://pytorch.org/docs/stable/hub.html#torch.hub.load_state_dict_from_url) | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load_state_dict_from_url.html) | -| 298 | [torch.fft.rfft2](https://pytorch.org/docs/stable/generated/torch.fft.rfft2.html) | [paddle.fft.rfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft2_cn.html#rfft2) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfft2.html) | -| 299 | [torch.fmin](https://pytorch.org/docs/stable/generated/torch.fmin.html#torch.fmin) | [paddle.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fmin.html) | -| 300 | [torch.mode](https://pytorch.org/docs/stable/generated/torch.mode.html) | [paddle.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/mode_cn.html#mode) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mode.html) | -| 301 | [torch.distributions.exponential.Exponential](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exponential.Exponential.arg_constraints) | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exponential.Exponential.html) | -| 302 | [torch.distributions.multivariate_normal.MultivariateNormal](https://pytorch.org/docs/stable/distributions.html#multivariatenormal) | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multivariate_normal.MultivariateNormal.html) | -| 303 | [torch.addmm](https://pytorch.org/docs/stable/generated/torch.addmm.html?highlight=addmm#torch.addmm) | [paddle.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/addmm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.addmm.html) | -| 304 | [torch.Tensor.bernoulli_](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli_.html#torch.Tensor.bernoulli_) | [paddle.Tensor.bernoulli_](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/tensor.py) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.bernoulli_.html) | -| 305 | [torch.log10](https://pytorch.org/docs/stable/generated/torch.log10.html?highlight=log10#torch.log10) | [paddle.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log10_cn.html#log10) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.log10.html) | -| 306 | [torch.nn.modules.batchnorm._BatchNorm](https://pytorch.org/docs/stable/_modules/torch/nn/modules/batchnorm.html) | [paddle.nn.layer.norm._BatchNormBase](https://github.com/PaddlePaddle/Paddle/blob/b51d50bc9ee9eaa5cefa18507195b239e4513194/python/paddle/nn/layer/norm.py#L701) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.modules.batchnorm._BatchNorm.html) | -| 307 | [torch.Tensor.to\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_csr.html#torch-tensor-to-sparse-csr) | [paddle.Tensor.to\_sparse\_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.to_sparse_csr.html) | -| 308 | [torch.distributions.geometric.Geometric](https://pytorch.org/docs/stable/distributions.html#torch.distributions.geometric.Geometric) | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.geometric.Geometric.html) | -| 309 | [torch.special.logit](https://pytorch.org/docs/stable/special.html#torch.special.logit) | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.logit.html) | -| 310 | [torch.sgn](https://pytorch.org/docs/stable/generated/torch.sgn.html?highlight=torch+sgn#torch.sgn) | [paddle.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sgn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sgn.html) | -| 311 | [torchvision.transforms.functional.normalize](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.normalize.html) | [paddle.vision.transforms.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/normalize_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.transforms.functional.normalize.html) | -| 312 | [torch.distributions.transforms.ComposeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ComposeTransform) | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ComposeTransform.html) | -| 313 | [torch.special.i0](https://pytorch.org/docs/stable/special.html#torch.special.i0) | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0.html) | -| 314 | [torch.Tensor.multinomial](https://pytorch.org/docs/stable/generated/torch.Tensor.multinomial.html#torch.Tensor.multinomial) | paddle.Tensor.multinomial | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.multinomial.html) | -| 315 | [torch.nn.DataParallel](https://pytorch.org/docs/stable/generated/torch.nn.DataParallel.html?highlight=dataparallel#torch.nn.DataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.DataParallel.html) | -| 316 | [torch.nn.Module.register\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_hook) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Module.register_forward_hook.html) | -| 317 | [torch.hub.load](https://pytorch.org/docs/stable/hub.html?highlight=hub+load#torch.hub.load) | [paddle.hub.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load.html) | -| 318 | [torch.linalg.cond](https://pytorch.org/docs/stable/generated/torch.linalg.cond.html#torch.linalg.cond) | [paddle.linalg.cond](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/cond_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.cond.html) | -| 319 | [torch.nn.functional.relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu.html#torch.nn.functional.relu) | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.relu.html) | -| 320 | [torch.nn.functional.hinge\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.hinge_embedding_loss.html#torch.nn.functional.hinge_embedding_loss) | [paddle.nn.functional.hinge\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hinge_embedding_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.hinge_embedding_loss.html) | -| 321 | [torch.nn.TransformerDecoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoderLayer.html?highlight=transformerdecoderlayer#torch.nn.TransformerDecoderLayer) | [paddle.nn.TransformerDecoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoderLayer_cn.html#transformerdecoderlayer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TransformerDecoderLayer.html) | -| 322 | [torch.tril_indices](https://pytorch.org/docs/stable/generated/torch.tril_indices.html?highlight=tril_indices#torch.tril_indices) | [paddle.tril_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_indices_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tril_indices.html) | -| 323 | [torch.nn.CELU](https://pytorch.org/docs/stable/generated/torch.nn.CELU.html#torch.nn.CELU) | [paddle.nn.CELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CELU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CELU.html) | -| 324 | [torch.distributions.transforms.AffineTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AffineTransform) | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AffineTransform.html) | -| 325 | [torch.signal.windows.cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.signal.windows.cosine.html) | -| 326 | [torch.optim.Rprop](https://pytorch.org/docs/stable/generated/torch.optim.Rprop.html) | [paddle.optimizer.Rprop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Rprop_cn.html#cn-api-paddle-optimizer-rprop) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Rprop.html) | -| 327 | [torch.multiprocessing.spawn](https://pytorch.org/docs/stable/multiprocessing.html#torch.multiprocessing.spawn) | [paddle.distributed.spawn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/spawn_cn.html#spawn) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.multiprocessing.spawn.html) | -| 328 | [torch.cholesky](https://pytorch.org/docs/stable/generated/torch.cholesky.html?highlight=cholesky#torch.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.cholesky.html) | -| 329 | [torch.frac](https://pytorch.org/docs/stable/generated/torch.frac.html?highlight=frac#torch.frac) | [paddle.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frac_cn.html#frac) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.frac.html) | -| 330 | [torch.distributed.irecv](https://pytorch.org/docs/stable/distributed.html?highlight=send#torch.distributed.irecv) | [paddle.distributed.irecv](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/irecv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributed.irecv.html) | -| 331 | [torch.nn.MultiMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiMarginLoss) | [paddle.nn.MultiMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiMarginLoss.html) | -| 332 | [torch.nn.Dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout2d.html?highlight=dropout2d#torch.nn.Dropout2d) | [paddle.nn.Dropout2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout2D_cn.html#dropout2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout2d.html) | -| 333 | [torch.randperm](https://pytorch.org/docs/stable/generated/torch.randperm.html?highlight=rand#torch.randperm) | [paddle.randperm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randperm_cn.html#randperm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.randperm.html) | -| 334 | [torch.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html?highlight=convert_sync_batchnorm#torch.nn.SyncBatchNorm.convert_sync_batchnorm) | [paddle.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#convert-sync-batchnorm-layer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.SyncBatchNorm.convert_sync_batchnorm.html) | -| 335 | [torch.rad2deg](https://pytorch.org/docs/stable/generated/torch.rad2deg.html?highlight=torch+rad2deg#torch.rad2deg) | [paddle.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rad2deg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.rad2deg.html) | -| 336 | [torch.fft.ifftn](https://pytorch.org/docs/stable/generated/torch.fft.ifftn.html?highlight=ifftn#torch.fft.ifftn) | [paddle.fft.ifftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifftn.html) | -| 337 | [torch.frexp](https://pytorch.org/docs/stable/generated/torch.frexp.html?highlight=frexp#torch.frexp) | [paddle.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frexp_cn.html#frexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.frexp.html) | -| 338 | [torchvision.transforms.Normalize](https://pytorch.org/vision/main/generated/torchvision.transforms.Normalize.html) | [paddle.vision.transforms.Normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Normalize__upper_cn.html#normalize) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.transforms.Normalize.html) | -| 339 | [torch.distributions.independent.Independent](https://pytorch.org/docs/stable/distributions.html#torch.distributions.independent.Independent) | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.independent.Independent.html) | -| 340 | [torch.nn.AlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.AlphaDropout.html#torch.nn.AlphaDropout) | [paddle.nn.AlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AlphaDropout_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.AlphaDropout.html) | -| 341 | [torch.nn.functional.binary\_cross\_entropy\_with\_logits](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy_with_logits.html?highlight=binary_cross_entropy_with_logits#torch.nn.functional.binary_cross_entropy_with_logits) | [paddle.nn.functional.binary\_cross\_entropy\_with\_logits](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/binary_cross_entropy_with_logits_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.binary_cross_entropy_with_logits.html) | -| 342 | [torch.special.i1e](https://pytorch.org/docs/stable/special.html#torch.special.i1e) | [paddle.i1e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1e_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i1e.html) | -| 343 | [torch.nn.CTCLoss](https://pytorch.org/docs/stable/generated/torch.nn.CTCLoss.html#torch.nn.CTCLoss) | [paddle.nn.CTCLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CTCLoss_cn.html#ctcloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CTCLoss.html) | -| 344 | [torch.nn.functional.fractional\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool2d.html#torch-nn-functional-fractional-max-pool2d) | [paddle.nn.functional.fractional\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.fractional_max_pool2d.html) | -| 345 | [torch.tensordot](https://pytorch.org/docs/stable/generated/torch.tensordot.html?highlight=tensordot#torch.tensordot) | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tensordot.html) | -| 346 | [torch.linalg.matrix_rank](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_rank.html?highlight=matrix_rank#torch.linalg.matrix_rank) | [paddle.linalg.matrix_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_rank_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_rank.html) | -| 347 | [torch.nn.RReLU](https://pytorch.org/docs/stable/generated/torch.nn.RReLU.html#torch.nn.RReLU) | [paddle.nn.RReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/RReLU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RReLU.html) | -| 348 | [torch.special.digamma](https://pytorch.org/docs/stable/special.html#torch.special.digamma) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.digamma.html) | -| 349 | [torch.nn.L1Loss](https://pytorch.org/docs/stable/generated/torch.nn.L1Loss.html?highlight=l1loss#torch.nn.L1Loss) | [paddle.nn.L1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/L1Loss_cn.html#l1loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.L1Loss.html) | -| 350 | [torch.nn.ReLU](https://pytorch.org/docs/stable/generated/torch.nn.ReLU.html?highlight=relu#torch.nn.ReLU) | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU.html) | -| 351 | [torch.mvlgamma](https://pytorch.org/docs/stable/generated/torch.mvlgamma.html) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mvlgamma.html) | -| 352 | [torch.sinh](https://pytorch.org/docs/stable/generated/torch.sinh.html?highlight=sinh#torch.sinh) | [paddle.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinh_cn.html#sinh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sinh.html) | -| 353 | [torch.autograd.functional.jvp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jvp.html#torch.autograd.functional.jvp) | [paddle.incubate.autograd.jvp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/jvp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.autograd.functional.jvp.html) | -| 354 | [torch.nn.functional.multi\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multi_margin_loss.html) | [paddle.nn.functional.multi\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_margin_loss_cn.html#multi-margin-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multi_margin_loss.html) | -| 355 | [torch.lcm](https://pytorch.org/docs/stable/generated/torch.lcm.html#torch-lcm) | [paddle.lcm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lcm_cn.html#lcm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lcm.html) | -| 356 | [torch.nn.PReLU](https://pytorch.org/docs/stable/generated/torch.nn.PReLU.html?highlight=prelu#torch.nn.PReLU) | [paddle.nn.PReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PReLU_cn.html#prelu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.PReLU.html) | -| 357 | [torch.optim.AdamW](https://pytorch.org/docs/stable/generated/torch.optim.AdamW.html) | [paddle.optimizer.AdamW](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/AdamW_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.AdamW.html) | -| 358 | [torch.nn.RNNBase](https://pytorch.org/docs/stable/generated/torch.nn.RNNBase.html#torch.nn.RNNBase) | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RNNBase.html) | -| 359 | [torch.nn.MarginRankingLoss](https://pytorch.org/docs/stable/generated/torch.nn.MarginRankingLoss.html#marginrankingloss) | [paddle.nn.MarginRankingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MarginRankingLoss_cn.html#marginrankingloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MarginRankingLoss.html) | -| 360 | [torch.diag](https://pytorch.org/docs/stable/generated/torch.diag.html?highlight=diag#torch.diag) | [paddle.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.diag.html) | -| 361 | [torch.reciprocal](https://pytorch.org/docs/stable/generated/torch.reciprocal.html?highlight=torch+reciprocal#torch.reciprocal) | [paddle.reciprocal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reciprocal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.reciprocal.html) | -| 362 | [torch.linalg.lu_factor](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor.html#torch.linalg.lu_factor) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.lu_factor.html) | -| 363 | [torch.distributions.poisson.Poisson](https://pytorch.org/docs/stable/distributions.html#poisson) | [paddle.distribution.Poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/Poisson_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.poisson.Poisson.html) | -| 364 | [torch.conj_physical](https://pytorch.org/docs/stable/generated/torch.conj_physical.html#torch.conj_physical) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.conj_physical.html) | -| 365 | [torch.heaviside](https://pytorch.org/docs/stable/generated/torch.heaviside.html#torch.heaviside) | [paddle.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/heaviside_cn.html#heaviside) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.heaviside.html) | -| 366 | [torch.nn.Threshold](https://pytorch.org/docs/stable/generated/torch.nn.Threshold.html#torch.nn.Threshold) | [paddle.nn.ThresholdedReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ThresholdedReLU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Threshold.html) | -| 367 | [torch.nn.functional.multilabel\_soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_soft_margin_loss.html) | [paddle.nn.functional.multi\_label\_soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_soft_margin_loss_cn.html#multi-label-soft-margin-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.multilabel_soft_margin_loss.html) | -| 368 | [torch.Tensor.cauchy_](https://pytorch.org/docs/stable/generated/torch.Tensor.cauchy_.html) | [paddle.Tensor.cauchy_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.cauchy_.html) | -| 369 | [torch.sparse.softmax](https://pytorch.org/docs/stable/generated/torch.sparse.softmax.html#torch.sparse.softmax) | [paddle.sparse.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/nn/functional/softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sparse.softmax.html) | -| 370 | [torch.nn.functional.alpha_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.alpha_dropout.html) | -| 371 | [torch.nn.KLDivLoss](https://pytorch.org/docs/stable/generated/torch.nn.KLDivLoss.html?highlight=kldivloss#torch.nn.KLDivLoss) | [paddle.nn.KLDivLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/KLDivLoss_cn.html#kldivloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.KLDivLoss.html) | -| 372 | [torch.nn.MSELoss](https://pytorch.org/docs/stable/generated/torch.nn.MSELoss.html?highlight=mseloss#torch.nn.MSELoss) | [paddle.nn.MSELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MSELoss_cn.html#mseloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MSELoss.html) | -| 373 | [torch.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html?highlight=nanquantile#torch.nanquantile) | [paddle.nanquantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanquantile_cn.html#nanquantile) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nanquantile.html) | -| 374 | [torch.nn.BCELoss](https://pytorch.org/docs/stable/generated/torch.nn.BCELoss.html?highlight=bceloss#torch.nn.BCELoss) | [paddle.nn.BCELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCELoss_cn.html#bceloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.BCELoss.html) | -| 375 | [torch.linalg.lu\_factor\_ex](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor_ex.html?highlight=lu_factor_ex#torch.linalg.lu_factor_ex) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.lu_factor_ex.html) | -| 376 | [torch.special.expm1](https://pytorch.org/docs/stable/special.html#torch.special.expm1) | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.expm1.html) | -| 377 | [torch.mm](https://pytorch.org/docs/stable/generated/torch.mm.html?highlight=torch+mm#torch.mm) | [paddle.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.mm.html) | -| 378 | [torch.clone](https://pytorch.org/docs/stable/generated/torch.clone.html?highlight=clone#torch.clone) | [paddle.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clone_cn.html#clone) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clone.html) | -| 379 | [flash\_attn.flash\_attn\_interface.flash\_attn\_unpadded\_func](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/flash_attn_interface.py#L1050) | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_unpadded_func.html) | -| 380 | [torch.linalg.multi_dot](https://pytorch.org/docs/stable/generated/torch.linalg.multi_dot.html?highlight=torch+linalg+multi_dot#torch.linalg.multi_dot) | [paddle.linalg.multi_dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/multi_dot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.multi_dot.html) | -| 381 | [torch.nn.TripletMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginLoss.html#torch.nn.TripletMarginLoss) | [paddle.nn.TripletMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TripletMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.TripletMarginLoss.html) | -| 382 | [torch.nn.functional.mse_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.mse_loss.html?highlight=mse_loss#torch.nn.functional.mse_loss) | [paddle.nn.functional.mse_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mse_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.mse_loss.html) | -| 383 | [transformers.PretrainedConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/configuration#transformers.PretrainedConfig) | [paddlenlp.transformers.PretrainedConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/57000fa12ce67024238f0b56a6fde63c592c54ce/paddlenlp/transformers/configuration_utils.py#L317) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/transformers.PretrainedConfig.html) | -| 384 | [torch.Tensor.stft](https://pytorch.org/docs/stable/generated/torch.Tensor.stft.html#torch.Tensor.stft) | [paddle.Tensor.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.stft.html) | -| 385 | [torch.nn.functional.soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.soft_margin_loss.html?highlight=soft_margin_loss#torch.nn.functional.soft_margin_loss) | [paddle.nn.functional.soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/soft_margin_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.soft_margin_loss.html) | -| 386 | [fairscale.nn.model_parallel.layers.ParallelEmbedding](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L152) | [paddle.distributed.fleet.meta_parallel.VocabParallelEmbedding](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L37) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/fairscale.nn.model_parallel.layers.ParallelEmbedding.html) | -| 387 | [torch.linalg.eig](https://pytorch.org/docs/stable/generated/torch.linalg.eig.html?highlight=torch+linalg+eig#torch.linalg.eig) | [paddle.linalg.eig](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eig_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eig.html) | -| 388 | torch.clamp_max | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.clamp_max.html) | -| 389 | [torch.special.gammainc](https://pytorch.org/docs/stable/special.html#torch.special.gammainc) | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammainc.html) | -| 390 | [torch.nn.FeatureAlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.FeatureAlphaDropout.html#torch.nn.FeatureAlphaDropout) | [paddle.nn.FeatureAlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/FeatureAlphaDropout_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.FeatureAlphaDropout.html) | -| 391 | [torch.round](https://pytorch.org/docs/stable/generated/torch.round.html?highlight=round#torch.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/round_cn.html#round) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.round.html) | -| 392 | [torch.distributions.transforms.IndependentTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.IndependentTransform) | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.IndependentTransform.html) | -| 393 | [torch.distributions.distribution.Distribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution) | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.distribution.Distribution.html) | -| 394 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html?highlight=torch%20sub#torch.sub) | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sub.html) | -| 395 | [torch.nn.ReLU6](https://pytorch.org/docs/stable/generated/torch.nn.ReLU6.html#torch.nn.ReLU6) | [paddle.nn.ReLU6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU6_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU6.html) | -| 396 | [torch.column_stack](https://pytorch.org/docs/stable/generated/torch.column_stack.html#torch.column_stack) | [paddle.column_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/column_stack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.column_stack.html) | -| 397 | [torch.distributions.transforms.TanhTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.TanhTransform) | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.TanhTransform.html) | -| 398 | [torch.nn.HingeEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.HingeEmbeddingLoss.html#hingeembeddingloss) | [paddle.nn.HingeEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/HingeEmbeddingLoss_cn.html#hingeembeddingloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.HingeEmbeddingLoss.html) | -| 399 | [torch.optim.Adadelta](https://pytorch.org/docs/stable/generated/torch.optim.Adadelta.html) | [paddle.optimizer.Adadelta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adadelta_cn.html#cn-api-paddle-optimizer-adadelta) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.Adadelta.html) | -| 400 | [torch.nn.functional.interpolate](https://pytorch.org/docs/stable/generated/torch.nn.functional.interpolate.html#torch.nn.functional.interpolate) | [paddle.nn.functional.interpolate](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/interpolate_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.interpolate.html) | -| 401 | [torch.nn.Hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Hardsigmoid.html?highlight=hardsigmoid#torch.nn.Hardsigmoid) | [paddle.nn.Hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Hardsigmoid.html) | -| 402 | [torch.fft.rfftn](https://pytorch.org/docs/stable/generated/torch.fft.rfftn.html#torch-fft-rfftn) | [paddle.fft.rfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftn_cn.html#rfftn) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.rfftn.html) | -| 403 | [torch.meshgrid](https://pytorch.org/docs/stable/generated/torch.meshgrid.html?highlight=meshgrid#torch.meshgrid) | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.meshgrid.html) | -| 404 | [torch.nn.functional.threshold](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold.html#torch.nn.functional.threshold) | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.threshold.html) | -| 405 | [torch.nn.functional.dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout.html) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout.html) | -| 406 | [torch.nn.CrossEntropyLoss](https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html#torch.nn.CrossEntropyLoss) | [paddle.nn.CrossEntropyLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CrossEntropyLoss_cn.html#crossentropyloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.CrossEntropyLoss.html) | -| 407 | [torch.linalg.eigh](https://pytorch.org/docs/stable/generated/torch.linalg.eigh.html#torch.linalg.eigh) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.eigh.html) | -| 408 | [torchvision.datasets.ImageFolder](https://pytorch.org/vision/main/generated/torchvision.datasets.ImageFolder.html) | [paddle.vision.datasets.ImageFolder](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/ImageFolder_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torchvision.datasets.ImageFolder.html) | -| 409 | [torch.symeig](https://pytorch.org/docs/stable/generated/torch.symeig.html?highlight=torch+symeig#torch.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html#eigh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.symeig.html) | -| 410 | [torch.nn.Dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout1d.html#torch.nn.Dropout1d) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout1d.html) | -| 411 | [torch.nn.MaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool2d.html?highlight=maxpool2d#torch.nn.MaxPool2d) | [paddle.nn.MaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool2D_cn.html#maxpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MaxPool2d.html) | -| 412 | [torch.nn.functional.dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout3d.html#torch.nn.functional.dropout3d) | [paddle.nn.functional.dropout3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.dropout3d.html) | -| 413 | [torch.poisson](https://pytorch.org/docs/stable/generated/torch.poisson.html#torch.poisson) | [paddle.poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/poisson_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.poisson.html) | -| 414 | [torch.nn.MultiheadAttention](https://pytorch.org/docs/stable/generated/torch.nn.MultiheadAttention.html#torch.nn.MultiheadAttention) | [paddle.nn.MultiHeadAttention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiHeadAttention_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.MultiheadAttention.html) | -| 415 | [torch.fft.ifft](https://pytorch.org/docs/stable/generated/torch.fft.ifft.html?highlight=ifft#torch.fft.ifft) | [paddle.fft.ifft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.fft.ifft.html) | -| 416 | [torch.special.gammaln](https://pytorch.org/docs/stable/special.html#torch.special.gammaln) | [paddle.gammaln](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaln_cn.html#gammaln) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaln.html) | +| 1 | torch.clamp_min | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_min.html) | +| 2 | [torch.randint_like](https://pytorch.org/docs/stable/generated/torch.randint_like.html?highlight=randint_like#torch.randint_like) | [paddle.randint_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_like_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint_like.html) | +| 3 | [torch.distributed.init\_process\_group](https://pytorch.org/docs/stable/distributed.html?highlight=init_process#torch.distributed.init_process_group) | [paddle.distributed.init\_parallel\_env](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/init_parallel_env_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.init_process_group.html) | +| 4 | [torch.nn.functional.nll_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.nll_loss.html#torch-nn-functional-nll-loss) | [paddle.nn.functional.nll_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/nll_loss_cn.html#nll-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.nll_loss.html) | +| 5 | [torch.distributions.transforms.SigmoidTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SigmoidTransform.html) | +| 6 | [torch.nn.functional.leaky_relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.leaky_relu.html#torch.nn.functional.leaky_relu) | [paddle.nn.functional.leaky_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.leaky_relu.html) | +| 7 | [torch.lerp](https://pytorch.org/docs/stable/generated/torch.lerp.html?highlight=lerp#torch.lerp) | [paddle.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lerp_cn.html#lerp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lerp.html) | +| 8 | [torch.nn.Bilinear](https://pytorch.org/docs/stable/generated/torch.nn.Bilinear.html#torch.nn.Bilinear) | [paddle.nn.Bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Bilinear_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Bilinear.html) | +| 9 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | [paddle.nn.Silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Silu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SiLU.html) | +| 10 | [torch.neg](https://pytorch.org/docs/stable/generated/torch.neg.html?highlight=neg#torch.neg) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.neg.html) | +| 11 | [torch.hamming_window](https://pytorch.org/docs/stable/generated/torch.hamming_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hamming_window.html) | +| 12 | [torch.distributions.transformed_distribution.TransformedDistribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transformed_distribution.TransformedDistribution) | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transformed_distribution.TransformedDistribution.html) | +| 13 | [torch.Tensor.type](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch.Tensor.type) | [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.type.html) | +| 14 | [torch.Tensor.round](https://pytorch.org/docs/stable/generated/torch.Tensor.round.html#torch.Tensor.round) | [paddle.Tensor.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round.html) | +| 15 | [torch.fft.fft](https://pytorch.org/docs/stable/generated/torch.fft.fft.html?highlight=fft#torch.fft.fft) | [paddle.fft.fft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft.html) | +| 16 | [torch.std](https://pytorch.org/docs/stable/generated/torch.std.html) | [paddle.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/std_cn.html#std) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.std.html) | +| 17 | [torch.special.i1](https://pytorch.org/docs/stable/special.html#torch.special.i1) | [paddle.i1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1.html) | +| 18 | [torch.nn.functional.max_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool2d.html#torch.nn.functional.max_pool2d) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool2d.html) | +| 19 | [torch.special.i0e](https://pytorch.org/docs/stable/special.html#torch.special.i0e) | [paddle.i0e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0e_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0e.html) | +| 20 | [torch.blackman_window](https://pytorch.org/docs/stable/generated/torch.blackman_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.blackman_window.html) | +| 21 | [torch.nn.MultiLabelMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelMarginLoss.html#torch.nn.MultiLabelMarginLoss) | [paddle.nn.MultiLabelMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelMarginLoss.html) | +| 22 | [torch.logaddexp](https://pytorch.org/docs/stable/generated/torch.logaddexp.html#torch.logaddexp) | [paddle.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logaddexp_cn.html#logaddexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logaddexp.html) | +| 23 | [torch.cummax](https://pytorch.org/docs/stable/generated/torch.cummax.html?highlight=cummax#torch.cummax) | [paddle.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummax_cn.html#cummax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummax.html) | +| 24 | [torch.nn.functional.max_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool3d.html#torch.nn.functional.max_pool3d) | [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool3d.html) | +| 25 | [torch.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amp.autocast.html) | +| 26 | [torch.jit.save](https://pytorch.org/docs/stable/generated/torch.jit.save.html#torch-jit-save) | [paddle.jit.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/save_cn.html#cn-api-paddle-jit-save) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.save.html) | +| 27 | [torch.cosh](https://pytorch.org/docs/stable/generated/torch.cosh.html#torch.cosh) | [paddle.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cosh_cn.html#cosh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cosh.html) | +| 28 | [torch.angle](https://pytorch.org/docs/stable/generated/torch.angle.html) | [paddle.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/angle_cn.html#angle) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.angle.html) | +| 29 | [torch.distributed.ReduceOp](https://pytorch.org/docs/stable/distributed.html?highlight=torch+distributed+reduceop#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.ReduceOp.html) | +| 30 | [torch.isneginf](https://pytorch.org/docs/stable/generated/torch.isneginf.html#torch-isneginf) | [paddle.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isneginf_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isneginf.html) | +| 31 | [torch.remainder](https://pytorch.org/docs/stable/generated/torch.remainder.html?highlight=remainder#torch.remainder) | [paddle.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/remainder_cn.html#remainder) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.remainder.html) | +| 32 | [torch.cross](https://pytorch.org/docs/stable/generated/torch.cross.html?highlight=cross#torch.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html#cross) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cross.html) | +| 33 | [torch.nn.functional.ctc_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.ctc_loss.html#torch.nn.functional.ctc_loss) | [paddle.nn.functional.ctc_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/ctc_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.ctc_loss.html) | +| 34 | [torch.distributions.gamma.Gamma](https://pytorch.org/docs/stable/distributions.html#gamma) | [paddle.distribution.Gamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gamma_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gamma.Gamma.html) | +| 35 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/generated/torch.Tensor.sub_.html) | paddle.Tensor.subtract_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub_.html) | +| 36 | [torch.utils.data.SubsetRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.SubsetRandomSampler) | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.SubsetRandomSampler.html) | +| 37 | [torch.utils.cpp_extension.CUDAExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cudaextension#torch.utils.cpp_extension.CUDAExtension) | [paddle.utils.cpp_extension.CUDAExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CUDAExtension_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CUDAExtension.html) | +| 38 | [torch.special.round](https://pytorch.org/docs/stable/special.html#torch.special.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/round_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.round.html) | +| 39 | [torch.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html?highlight=cholesky_inverse#torch.cholesky_inverse) | [paddle.linalg.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_inverse_cn.html#cholesky-inverse) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky_inverse.html) | +| 40 | [torch.linalg.inv](https://pytorch.org/docs/stable/generated/torch.linalg.inv.html#torch.linalg.inv) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.inv.html) | +| 41 | [torch.max_pool2d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool2d.html) | +| 42 | [torch.copysign](https://pytorch.org/docs/stable/generated/torch.copysign.html#torch.copysign) | [paddle.copysign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/copysign_cn.html#copysign) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.copysign.html) | +| 43 | [torch.nn.Dropout](https://pytorch.org/docs/stable/generated/torch.nn.Dropout.html?highlight=dropout#torch.nn.Dropout) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout.html) | +| 44 | [torch.fft.hfft2](https://pytorch.org/docs/stable/generated/torch.fft.hfft2.html?highlight=torch+fft+hfft2#torch.fft.hfft2) | [paddle.fft.hfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft2.html) | +| 45 | [torch.cuda.comm.broadcast](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cuda.comm.broadcast.html) | +| 46 | [torch.hub.list](https://pytorch.org/docs/stable/hub.html?highlight=hub+list#torch.hub.list) | [paddle.hub.list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/list_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.list.html) | +| 47 | [torch.linalg.vecdot](https://pytorch.org/docs/stable/generated/torch.linalg.vecdot.html) | [paddle.linalg.vecdot](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L1881) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.vecdot.html) | +| 48 | [torch.square](https://pytorch.org/docs/stable/generated/torch.square.html?highlight=square#torch.square) | [paddle.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/square_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.square.html) | +| 49 | [torch.special.log1p](https://pytorch.org/docs/stable/special.html#torch.special.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.log1p.html) | +| 50 | [torch.nn.functional.dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout2d.html#torch.nn.functional.dropout2d) | [paddle.nn.functional.dropout2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout2d.html) | +| 51 | [torch.optim.SGD](https://pytorch.org/docs/stable/generated/torch.optim.SGD.html) | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.SGD.html) | +| 52 | [torch.fft.irfft2](https://pytorch.org/docs/stable/generated/torch.fft.irfft2.html#torch-fft-irfft2) | [paddle.fft.irfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft2_cn.html#irfft2) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft2.html) | +| 53 | [torch.lu](https://pytorch.org/docs/stable/generated/torch.lu.html?highlight=lu#torch.lu) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu.html) | +| 54 | [torch.quantile](https://pytorch.org/docs/stable/generated/torch.quantile.html?highlight=quantile#torch.quantile) | [paddle.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/quantile_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.quantile.html) | +| 55 | [torch.distributions.transforms.StackTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StackTransform) | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StackTransform.html) | +| 56 | [torch.ormqr](https://pytorch.org/docs/stable/generated/torch.ormqr.html#torch.ormqr) | [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ormqr.html) | +| 57 | [torch.linalg.svdvals](https://pytorch.org/docs/stable/generated/torch.linalg.svdvals.html#torch.linalg.svdvals) | [paddle.linalg.svdvals](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L3019) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svdvals.html) | +| 58 | [torch.Tensor.index\_add\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add_.html#torch.Tensor.index_add_) | paddle.Tensor.index_add_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add_.html) | +| 59 | [torch.utils.checkpoint.checkpoint](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.checkpoint) | [paddle.distributed.fleet.utils.recompute](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.checkpoint.checkpoint.html) | +| 60 | [torch.distributed.broadcast\_object\_list](https://pytorch.org/docs/stable/distributed.html?highlight=broadcast_object_list#torch.distributed.broadcast_object_list) | [paddle.distributed.broadcast\_object\_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/broadcast_object_list_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.broadcast_object_list.html) | +| 61 | [torch.Tensor.random_](https://pytorch.org/docs/stable/generated/torch.Tensor.random_.html) | [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/uniform__en.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.random_.html) | +| 62 | [torch.nn.functional.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu) | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.rrelu.html) | +| 63 | [torch.linalg.cholesky](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky.html?highlight=linalg+cholesky#torch.linalg.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cholesky.html) | +| 64 | [torch.Tensor.backward](https://pytorch.org/docs/stable/generated/torch.Tensor.backward.html#torch.Tensor.backward) | [paddle.Tensor.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#backward-grad-tensor-none-retain-graph-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.backward.html) | +| 65 | [torch.nn.functional.cosine\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_embedding_loss.html#torch.nn.functional.cosine_embedding_loss) | [paddle.nn.functional.cosine\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_embedding_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cosine_embedding_loss.html) | +| 66 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asarray.html) | +| 67 | [torch.nn.functional.feature\_alpha\_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.feature_alpha_dropout.html) | [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.feature_alpha_dropout.html) | +| 68 | [torch.cumprod](https://pytorch.org/docs/stable/generated/torch.cumprod.html?highlight=cumprod#torch.cumprod) | [paddle.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cumprod.html) | +| 69 | [torch.autograd.functional.jacobian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jacobian.html#torch.autograd.functional.jacobian) | [paddle.incubate.autograd.Jacobian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Jacobian_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jacobian.html) | +| 70 | [torch.cummin](https://pytorch.org/docs/stable/generated/torch.cummin.html) | [paddle.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummin_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummin.html) | +| 71 | [torch.asinh](https://pytorch.org/docs/stable/generated/torch.asinh.html#torch.asinh) | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asinh.html) | +| 72 | [torch.nn.LayerNorm](https://pytorch.org/docs/stable/generated/torch.nn.LayerNorm.html?highlight=layernorm#torch.nn.LayerNorm) | [paddle.nn.LayerNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerNorm_cn.html#layernorm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LayerNorm.html) | +| 73 | [torch.Tensor.bernoulli](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli.html#torch.Tensor.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html#bernoulli) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli.html) | +| 74 | [torch.distributions.transforms.PowerTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform) | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.PowerTransform.html) | +| 75 | [torch.linalg.solve](https://pytorch.org/docs/stable/generated/torch.linalg.solve.html#torch.linalg.solve) | [paddle.linalg.solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve.html) | +| 76 | [torch.utils.cpp_extension.CppExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cppextension#torch.utils.cpp_extension.CppExtension) | [paddle.utils.cpp_extension.CppExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CppExtension.html) | +| 77 | [torch.hypot](https://pytorch.org/docs/stable/generated/torch.hypot.html#torch.hypot) | [paddle.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hypot.html) | +| 78 | [torch.nextafter](https://pytorch.org/docs/stable/generated/torch.nextafter.html?highlight=nextafter#torch.nextafter) | [paddle.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nextafter.html) | +| 79 | [torch.fmod](https://pytorch.org/docs/stable/generated/torch.fmod.html?highlight=fmod#torch.fmod) | [paddle.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mod_cn.html#mod) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmod.html) | +| 80 | [torch.fix](https://pytorch.org/docs/stable/generated/torch.fix.html?highlight=torch+fix#torch.fix) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fix.html) | +| 81 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | [paddle.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/median_cn.html#median) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.median.html) | +| 82 | [torch.distributions.beta.Beta](https://pytorch.org/docs/stable/distributions.html#torch.distributions.beta.Beta) | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.beta.Beta.html) | +| 83 | [torch.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html?highlight=lgamma#torch.lgamma) | [paddle.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html#lgamma) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lgamma.html) | +| 84 | [torch.nn.GroupNorm](https://pytorch.org/docs/stable/generated/torch.nn.GroupNorm.html?highlight=groupnorm#torch.nn.GroupNorm) | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.GroupNorm.html) | +| 85 | [torch.autograd.grad](https://pytorch.org/docs/stable/generated/torch.autograd.grad.html#torch.autograd.grad) | [paddle.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/grad_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.grad.html) | +| 86 | [torch.distributions.transforms.Transform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.Transform) | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.Transform.html) | +| 87 | [torch.linalg.solve_triangular](https://pytorch.org/docs/stable/generated/torch.linalg.solve_triangular.html?highlight=torch+linalg+solve_triangular#torch.linalg.solve_triangular) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve_triangular.html) | +| 88 | [torch.nn.BCEWithLogitsLoss](https://pytorch.org/docs/stable/generated/torch.nn.BCEWithLogitsLoss.html#bcewithlogitsloss) | [paddle.nn.BCEWithLogitsLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCEWithLogitsLoss_cn.html#bcewithlogitsloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCEWithLogitsLoss.html) | +| 89 | [fairscale.nn.model_parallel.layers.RowParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L299) | [paddle.distributed.fleet.meta_parallel.RowParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L291) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.RowParallelLinear.html) | +| 90 | [torch.nn.ELU](https://pytorch.org/docs/stable/generated/torch.nn.ELU.html?highlight=elu#torch.nn.ELU) | [paddle.nn.ELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ELU_cn.html#elu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ELU.html) | +| 91 | [torch.jit.load](https://pytorch.org/docs/stable/generated/torch.jit.load.html#torch.jit.load) | [paddle.jit.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/load_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.load.html) | +| 92 | [torch.nn.NLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.NLLLoss.html?highlight=nllloss#torch.nn.NLLLoss) | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.NLLLoss.html) | +| 93 | [torch.nn.functional.multilabel\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_margin_loss.html) | [paddle.nn.functional.multi\_label\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_margin_loss_cn.html#multi-label-margin-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_margin_loss.html) | +| 94 | [torch.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2) | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan2.html) | +| 95 | [torch.acosh](https://pytorch.org/docs/stable/generated/torch.acosh.html?highlight=acosh#torch.acosh) | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acosh.html) | +| 96 | [torch.Tensor.contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.contiguous.html) | [paddle.Tensor.contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#contiguous) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.contiguous.html) | +| 97 | [torch.optim.ASGD](https://pytorch.org/docs/stable/generated/torch.optim.ASGD.html) | [paddle.optimizer.ASGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/ASGD_cn.html#cn-api-paddle-optimizer-asgd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.ASGD.html) | +| 98 | [torch.distributions.transforms.SoftmaxTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SoftmaxTransform) | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SoftmaxTransform.html) | +| 99 | [transformers.GenerationConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/text_generation#transformers.GenerationConfig) | [paddlenlp.generation.GenerationConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/configuration_utils.py#L62) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.GenerationConfig.html) | +| 100 | [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product) | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.householder_product.html) | +| 101 | [torch.special.erf](https://pytorch.org/docs/stable/special.html?highlight=torch+special+erf#torch.special.erf) | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erf.html) | +| 102 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | [paddle.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmedian_cn.html#nanmedian) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmedian.html) | +| 103 | [torch.inverse](https://pytorch.org/docs/stable/generated/torch.inverse.html?highlight=inverse#torch.inverse) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inverse.html) | +| 104 | [torch.signal.windows.general_cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_cosine.html) | +| 105 | [torch.distributions.log_normal.LogNormal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.log_normal.LogNormal) | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.log_normal.LogNormal.html) | +| 106 | [torch.distributed.P2POp](https://pytorch.org/docs/stable/distributed.html#torch.distributed.P2POp) | [paddle.distributed.P2POp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/Overview_cn.html#paddle-distributed) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.P2POp.html) | +| 107 | [torch.distributions.bernoulli.Bernoulli](https://pytorch.org/docs/stable/distributions.html#torch.distributions.bernoulli.Bernoulli) | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.bernoulli.Bernoulli.html) | +| 108 | [torch.special.sinc](https://pytorch.org/docs/stable/special.html#torch.special.sinc) | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.sinc.html) | +| 109 | [torch.nn.InstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm3d.html#torch.nn.InstanceNorm3d) | [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.InstanceNorm3d.html) | +| 110 | [torch.nn.functional.l1_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.l1_loss.html?highlight=l1_loss#torch.nn.functional.l1_loss) | [paddle.nn.functional.l1_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/l1_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.l1_loss.html) | +| 111 | [torch.Tensor.numpy](https://pytorch.org/docs/stable/generated/torch.Tensor.numpy.html?highlight=numpy#torch.Tensor.numpy) | [paddle.Tensor.numpy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#numpy) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.numpy.html) | +| 112 | [torch.linalg.det](https://pytorch.org/docs/stable/generated/torch.linalg.det.html#torch.linalg.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.det.html) | +| 113 | [torch.linspace](https://pytorch.org/docs/stable/generated/torch.linspace.html?highlight=linspace#torch.linspace) | [paddle.linspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linspace_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linspace.html) | +| 114 | [torch.nn.functional.margin\_ranking\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.margin_ranking_loss.html?highlight=margin_ranking_loss#torch.nn.functional.margin_ranking_loss) | [paddle.nn.functional.margin\_ranking\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/margin_ranking_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.margin_ranking_loss.html) | +| 115 | [torch.nn.functional.normalize](https://pytorch.org/docs/stable/generated/torch.nn.functional.normalize.html?highlight=normalize#torch.nn.functional.normalize) | [paddle.nn.functional.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/normalize_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.normalize.html) | +| 116 | [torch.distributions.binomial.Binomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.binomial.Binomial) | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.binomial.Binomial.html) | +| 117 | [torch.Tensor.log\_normal\_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_normal_.html#torch-tensor-log-normal) | [paddle.Tensor.log\_normal\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log_normal-mean-1-0-std-2-0-shape-none-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.log_normal_.html) | +| 118 | [torch.optim.RMSprop](https://pytorch.org/docs/stable/generated/torch.optim.RMSprop.html) | [paddle.optimizer.RMSProp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RMSProp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RMSprop.html) | +| 119 | torch.scalar_tensor | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.scalar_tensor.html) | +| 120 | [torch.distributions.laplace.Laplace](https://pytorch.org/docs/stable/distributions.html#torch.distributions.laplace.Laplace) | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.laplace.Laplace.html) | +| 121 | [torch.distributed.new_group](https://pytorch.org/docs/stable/distributed.html#torch.distributed.new_group) | [paddle.distributed.new_group](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/new_group_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.new_group.html) | +| 122 | [torch.distributions.lkj_cholesky.LKJCholesky](https://pytorch.org/docs/stable/distributions.html#torch.distributions.lkj_cholesky.LKJCholesky) | [paddle.distribution.LKJCholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/LKJCholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.lkj_cholesky.LKJCholesky.html) | +| 123 | [torch.utils.data.DataLoader](https://pytorch.org/docs/stable/data.html?highlight=dataloader#torch.utils.data.DataLoader) | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.DataLoader.html) | +| 124 | [torch.distributions.cauchy.Cauchy](https://pytorch.org/docs/stable/distributions.html#torch.distributions.cauchy.Cauchy) | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.cauchy.Cauchy.html) | +| 125 | [torch.linalg.matrix_norm](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_norm.html#torch.linalg.matrix_norm) | [paddle.linalg.matrix_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_norm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_norm.html) | +| 126 | [torch.isposinf](https://pytorch.org/docs/stable/generated/torch.isposinf.html#torch-isposinf) | [paddle.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isposinf_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isposinf.html) | +| 127 | [torch.index_add](https://pytorch.org/docs/stable/generated/torch.index_add.html#torch.index_add) | [paddle.index_add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/index_add_cn.html#index-add) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.index_add.html) | +| 128 | [torch.acos](https://pytorch.org/docs/stable/generated/torch.acos.html?highlight=acos#torch.acos) | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acos.html) | +| 129 | [torch.Tensor.sub](https://pytorch.org/docs/stable/generated/torch.Tensor.sub.html#torch.Tensor.sub) | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub.html) | +| 130 | [torch.randint](https://pytorch.org/docs/stable/generated/torch.randint.html?highlight=randint#torch.randint) | [paddle.randint](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_cn.html#randint) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint.html) | +| 131 | [torch.linalg.cross](https://pytorch.org/docs/stable/generated/torch.linalg.cross.html?highlight=torch+linalg+cross#torch.linalg.cross) | [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cross.html) | +| 132 | [torch.nn.functional.scaled\_dot\_product\_attention](https://pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.html#torch-nn-functional-scaled-dot-product-attention) | [paddle.nn.functional.scaled\_dot\_product\_attention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/scaled_dot_product_attention_cn.html#scaled-dot-product-attention) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.scaled_dot_product_attention.html) | +| 133 | [torch.nn.functional.max_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool1d.html#torch.nn.functional.max_pool1d) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool1d.html) | +| 134 | [torch.Tensor.index_add](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add.html#torch.Tensor.index_add) | paddle.Tensor.index_add | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add.html) | +| 135 | [torch.optim.Optimizer.step](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.step.html#torch-optim-optimizer-step) | [paddle.optimizer.Optimizer.step](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#step) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Optimizer.step.html) | +| 136 | [torch.mv](https://pytorch.org/docs/stable/generated/torch.mv.html?highlight=torch+mv#torch.mv) | [paddle.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mv.html) | +| 137 | [torch.Tensor.new_tensor](https://pytorch.org/docs/stable/generated/torch.Tensor.new_tensor.html#torch-tensor-new-tensor) | [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_tensor.html) | +| 138 | [torch.vdot](https://pytorch.org/docs/stable/generated/torch.vdot.html#torch.vdot) | [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.vdot.html) | +| 139 | [torch.fft.fftn](https://pytorch.org/docs/stable/generated/torch.fft.fftn.html?highlight=fftn#torch.fft.fftn) | [paddle.fft.fftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftn.html) | +| 140 | [fairscale.nn.model_parallel.layers.ColumnParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L218) | [paddle.distributed.fleet.meta_parallel.ColumnParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L153) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ColumnParallelLinear.html) | +| 141 | [torch.nn.Dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout3d.html?highlight=dropout3d#torch.nn.Dropout3d) | [paddle.nn.Dropout3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout3D_cn.html#dropout3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout3d.html) | +| 142 | [torchvision.ops.RoIAlign](https://pytorch.org/vision/main/generated/torchvision.ops.RoIAlign.html) | [paddle.vision.ops.RoIAlign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIAlign_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.ops.RoIAlign.html) | +| 143 | [torch.distributed.recv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.recv) | [paddle.distributed.recv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/recv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.recv.html) | +| 144 | [torch.distributions.studentT.StudentT](https://pytorch.org/docs/stable/distributions.html#studentt) | [paddle.distribution.StudentT](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/StudentT_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.studentT.StudentT.html) | +| 145 | [torch.nn.functional.mish](https://pytorch.org/docs/stable/generated/torch.nn.functional.mish.html?highlight=torch+nn+functional+mish#torch.nn.functional.mish) | [paddle.nn.functional.mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mish.html) | +| 146 | [torch.fft.rfftfreq](https://pytorch.org/docs/stable/generated/torch.fft.rfftfreq.html?highlight=rfftfreq#torch.fft.rfftfreq) | [paddle.fft.rfftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftfreq_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftfreq.html) | +| 147 | [transformers.AddedToken](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/tokenization_utils_base.py#L84) | [paddlenlp.transformers.AddedToken](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils_base.py#L48) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.AddedToken.html) | +| 148 | [torch.Tensor.clone](https://pytorch.org/docs/stable/generated/torch.Tensor.clone.html#torch.Tensor.clone) | [paddle.Tensor.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clone) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.clone.html) | +| 149 | [torch.nn.FractionalMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool3d.html#fractionalmaxpool3d) | [paddle.nn.FractionalMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool3D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool3d.html) | +| 150 | [torch.optim.RAdam](https://pytorch.org/docs/stable/generated/torch.optim.RAdam.html#torch.optim.RAdam) | [paddle.optimizer.RAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RAdam_cn.html#radam) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RAdam.html) | +| 151 | [torch.distributions.continuous_bernoulli.ContinuousBernoulli](https://pytorch.org/docs/stable/distributions.html) | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.continuous_bernoulli.ContinuousBernoulli.html) | +| 152 | [torch.negative](https://pytorch.org/docs/stable/generated/torch.negative.html?highlight=torch+negative#torch.negative) | [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.negative.html) | +| 153 | [torch.nn.Module.register\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_pre_hook) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_pre_hook.html) | +| 154 | [torch.special.erfinv](https://pytorch.org/docs/stable/special.html#torch.special.erfinv) | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erfinv.html) | +| 155 | [torch.special.polygamma](https://pytorch.org/docs/stable/special.html#torch.special.polygamma) | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.polygamma.html) | +| 156 | [torch.bernoulli](https://pytorch.org/docs/stable/generated/torch.bernoulli.html#torch.bernoulli) | [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bernoulli.html) | +| 157 | [torch.distributions.multinomial.Multinomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.multinomial.Multinomial) | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multinomial.Multinomial.html) | +| 158 | [torch.inner](https://pytorch.org/docs/stable/generated/torch.inner.html?highlight=inner#torch.inner) | [paddle.inner](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/inner_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inner.html) | +| 159 | [torch.fft.irfft](https://pytorch.org/docs/stable/generated/torch.fft.irfft.html#torch-fft-irfft) | [paddle.fft.irfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft_cn.html#irfft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft.html) | +| 160 | [torch.nn.functional.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu) | [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.celu.html) | +| 161 | [torch.bucketize](https://pytorch.org/docs/stable/generated/torch.bucketize.html#torch.bucketize) | [paddle.bucketize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bucketize_cn.html#paddle-bucketize) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bucketize.html) | +| 162 | [torch.nn.Mish](https://pytorch.org/docs/stable/generated/torch.nn.Mish.html?highlight=torch+nn+mish) | [paddle.nn.Mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Mish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Mish.html) | +| 163 | [torch.distributions.dirichlet.Dirichlet](https://pytorch.org/docs/stable/distributions.html#torch.distributions.dirichlet.Dirichlet) | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.dirichlet.Dirichlet.html) | +| 164 | [torch.nan\_to\_num](https://pytorch.org/docs/stable/generated/torch.nan_to_num.html?highlight=nan_to_num#torch.nan_to_num) | [paddle.nan\_to\_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nan_to_num_cn.html#nan-to-num) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nan_to_num.html) | +| 165 | [torch.fft.ifft2](https://pytorch.org/docs/stable/generated/torch.fft.ifft2.html?highlight=ifft2#torch.fft.ifft2) | [paddle.fft.ifft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft2.html) | +| 166 | [torch.fft.hfft](https://pytorch.org/docs/stable/generated/torch.fft.hfft.html?highlight=hfft#torch.fft.hfft) | [paddle.fft.hfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft.html) | +| 167 | [torch.signal.windows.general_hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_hamming.html) | +| 168 | [torch.triu_indices](https://pytorch.org/docs/stable/generated/torch.triu_indices.html?highlight=triu_indices#torch.triu_indices) | [paddle.triu_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_indices_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.triu_indices.html) | +| 169 | [torch.logspace](https://pytorch.org/docs/stable/generated/torch.logspace.html?highlight=logspace#torch.logspace) | [paddle.logspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logspace_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logspace.html) | +| 170 | [torch.set_printoptions](https://pytorch.org/docs/stable/generated/torch.set_printoptions.html?highlight=torch+set_printoptions#torch.set_printoptions) | [paddle.set_printoptions](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_printoptions_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.set_printoptions.html) | +| 171 | [torch.nn.Hardswish](https://pytorch.org/docs/stable/generated/torch.nn.Hardswish.html#torch.nn.Hardswish) | [paddle.nn.Hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardswish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardswish.html) | +| 172 | [torch.autograd.backward](https://pytorch.org/docs/stable/generated/torch.autograd.backward.html#torch.autograd.backward) | [paddle.autograd.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/backward_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.backward.html) | +| 173 | [torch.nn.Module.load\_state\_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.load_state_dict) | [paddle.nn.Layer.set\_state\_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#set-state-dict-state-dict-use-structured-name-true) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.load_state_dict.html) | +| 174 | [torch.signal.windows.hann](https://pytorch.org/docs/stable/generated/torch.signal.windows.hann.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hann.html) | +| 175 | [torch.save](https://pytorch.org/docs/stable/generated/torch.save.html?highlight=save#torch.save) | [paddle.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/save_cn.html#save) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.save.html) | +| 176 | [torch.autograd.functional.hessian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.hessian.html#torch.autograd.functional.hessian) | [paddle.incubate.autograd.Hessian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Hessian_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.hessian.html) | +| 177 | [torch.fmax](https://pytorch.org/docs/stable/generated/torch.fmax.html#torch.fmax) | [paddle.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmax.html) | +| 178 | [torch.linalg.svd](https://pytorch.org/docs/stable/generated/torch.linalg.svd.html?highlight=svd#torch.linalg.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svd.html) | +| 179 | [torch.nn.functional.triplet\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_loss.html?highlight=triplet_margin_loss#torch.nn.functional.triplet_margin_loss) | [paddle.nn.functional.triplet\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.triplet_margin_loss.html) | +| 180 | [torch.nn.functional.fractional\_max\_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool3d.html#torch-nn-functional-fractional-max-pool3d) | [paddle.nn.functional.fractional\_max\_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool3d.html) | +| 181 | [torch.special.psi](https://pytorch.org/docs/stable/special.html#torch.special.psi) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.psi.html) | +| 182 | [torch.baddbmm](https://pytorch.org/docs/stable/generated/torch.baddbmm.html?highlight=baddbmm#torch.baddbmm) | [paddle.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/baddbmm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.baddbmm.html) | +| 183 | [torch.linalg.eigvalsh](https://pytorch.org/docs/stable/generated/torch.linalg.eigvalsh.html#torch.linalg.eigvalsh) | [paddle.linalg.eigvalsh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvalsh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvalsh.html) | +| 184 | [torch.nn.functional.binary\_cross\_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy.html) | [paddle.nn.functional.binary\_cross\_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/binary_cross_entropy_cn.html#binary-cross-entropy) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy.html) | +| 185 | [torch.deg2rad](https://pytorch.org/docs/stable/generated/torch.deg2rad.html#torch-deg2rad) | [paddle.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/deg2rad_cn.html#paddle.deg2rad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.deg2rad.html) | +| 186 | [torch.fft.fftfreq](https://pytorch.org/docs/stable/generated/torch.fft.fftfreq.html?highlight=fftfreq#torch.fft.fftfreq) | [paddle.fft.fftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftfreq_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftfreq.html) | +| 187 | [torch.nn.functional.hardswish](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardswish.html#torch.nn.functional.hardswish) | [paddle.nn.functional.hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardswish_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardswish.html) | +| 188 | [torch.nn.PoissonNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.PoissonNLLLoss) | [paddle.nn.PoissonNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PoissonNLLLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PoissonNLLLoss.html) | +| 189 | [torch.Tensor.round_](https://pytorch.org/docs/stable/generated/torch.Tensor.round_.html#torch.Tensor.round_) | [paddle.Tensor.round_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round_.html) | +| 190 | [torch.nn.functional.poisson\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.poisson_nll_loss.html) | [paddle.nn.functional.poisson\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/poisson_nll_loss_cn.html#poisson-nll-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.poisson_nll_loss.html) | +| 191 | [torch.distributions.exp_family.ExponentialFamily](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exp_family.ExponentialFamily) | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exp_family.ExponentialFamily.html) | +| 192 | [torch.nn.MaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool1d.html?highlight=maxpool1d#torch.nn.MaxPool1d) | [paddle.nn.MaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool1D_cn.html#maxpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool1d.html) | +| 193 | [torch.distributed.rpc.init_rpc](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.init_rpc) | [paddle.distributed.rpc.init_rpc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/init_rpc_cn.html#init-rpc) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.init_rpc.html) | +| 194 | [torch.nn.FractionalMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool2d.html#fractionalmaxpool2d) | [paddle.nn.FractionalMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool2D_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool2d.html) | +| 195 | [flash\_attn.flash\_attn\_interface.flash\_attn\_func](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/flash_attn_interface.py#L808) | [paddle.nn.functional.flash\_attention.flash\_attention](https://github.com/PaddlePaddle/Paddle/blob/900d27c40ef4567d7ea6342f3f0eedd394885ecb/python/paddle/nn/functional/flash_attention.py#L248) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_func.html) | +| 196 | [torch.gcd](https://pytorch.org/docs/stable/generated/torch.gcd.html#torch-gcd) | [paddle.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gcd_cn.html#gcd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gcd.html) | +| 197 | [torch.optim.NAdam](https://pytorch.org/docs/stable/generated/torch.optim.NAdam.html#torch.optim.NAdam) | [paddle.optimizer.NAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/NAdam_cn.html#nadam) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.NAdam.html) | +| 198 | [torch.trunc](https://pytorch.org/docs/stable/generated/torch.trunc.html?highlight=torch+trunc#torch.trunc) | [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.trunc.html) | +| 199 | [torch.Tensor.unique](https://pytorch.org/docs/stable/generated/torch.Tensor.unique.html?highlight=unique#torch.Tensor.unique) | [paddle.Tensor.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unique-return-index-false-return-inverse-false-return-counts-false-axis-none-dtype-int64-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.unique.html) | +| 200 | [torch.nn.Hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.Hardtanh.html#torch.nn.Hardtanh) | [paddle.nn.Hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardtanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardtanh.html) | +| 201 | [torch.nn.AdaptiveLogSoftmaxWithLoss](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveLogSoftmaxWithLoss.html#adaptivelogsoftmaxwithloss) | [paddle.nn.AdaptiveLogSoftmaxWithLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveLogSoftmaxWithLoss_cn.html#adaptivelogsoftmaxwithloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.AdaptiveLogSoftmaxWithLoss.html) | +| 202 | [torch.qr](https://pytorch.org/docs/stable/generated/torch.qr.html#torch.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.qr.html) | +| 203 | [torch.ldexp](https://pytorch.org/docs/stable/generated/torch.ldexp.html#torch.ldexp) | [paddle.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ldexp_cn.html#ldexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ldexp.html) | +| 204 | [torch.profiler.profile](https://pytorch.org/docs/stable/profiler.html#torch.profiler.profile) | [paddle.profiler.Profiler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/Profiler_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.profiler.profile.html) | +| 205 | [torch.Tensor.is_contiguous](https://pytorch.org/docs/stable/generated/torch.Tensor.is_contiguous.html#torch-tensor-is-contiguous) | [paddle.Tensor.is_contiguous](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-contiguous) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.is_contiguous.html) | +| 206 | [torch.distributions.categorical.Categorical](https://pytorch.org/docs/stable/distributions.html#torch.distributions.categorical.Categorical) | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.categorical.Categorical.html) | +| 207 | [torch.signal.windows.exponential](https://pytorch.org/docs/stable/generated/torch.signal.windows.exponential.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.exponential.html) | +| 208 | [torch.asin](https://pytorch.org/docs/stable/generated/torch.asin.html#torch.asin) | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asin.html) | +| 209 | [torch.fft.rfft](https://pytorch.org/docs/stable/generated/torch.fft.rfft.html#torch-fft-rfft) | [paddle.fft.rfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft_cn.html#rfft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft.html) | +| 210 | [torch.hub.help](https://pytorch.org/docs/stable/hub.html?highlight=hub+help#torch.hub.help) | [paddle.hub.help](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/help_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.help.html) | +| 211 | [torch.utils.data.distributed.DistributedSampler](https://docs.pytorch.org/docs/stable/data.html#torch.utils.data.distributed.DistributedSampler) | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.distributed.DistributedSampler.html) | +| 212 | [torch.distributed.monitored_barrier](https://pytorch.org/docs/stable/distributed.html#torch.distributed.monitored_barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.monitored_barrier.html) | +| 213 | [torch.unique](https://pytorch.org/docs/stable/generated/torch.unique.html?highlight=unique#torch.unique) | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.unique.html) | +| 214 | [torch.signbit](https://pytorch.org/docs/stable/generated/torch.signbit.html#torch-signbit) | [paddle.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signbit.html) | +| 215 | [torch.distributions.transforms.ReshapeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ReshapeTransform) | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ReshapeTransform.html) | +| 216 | [torch.nn.Transformer](https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html#torch.nn.Transformer) | [paddle.nn.Transformer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Transformer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Transformer.html) | +| 217 | [torch.nn.functional.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu) | [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.selu.html) | +| 218 | [torch.svd](https://pytorch.org/docs/stable/generated/torch.svd.html?highlight=torch+svd#torch.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.svd.html) | +| 219 | [torch.atan](https://pytorch.org/docs/stable/generated/torch.atan.html#torch.atan) | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan.html) | +| 220 | [torch.distributions.gumbel.Gumbel](https://pytorch.org/docs/stable/distributions.html#torch.distributions.gumbel.Gumbel) | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gumbel.Gumbel.html) | +| 221 | [torch.nn.LeakyReLU](https://pytorch.org/docs/stable/generated/torch.nn.LeakyReLU.html?highlight=leakyrelu#torch.nn.LeakyReLU) | [paddle.nn.LeakyReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LeakyReLU_cn.html#leakyrelu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LeakyReLU.html) | +| 222 | [torch.normal](https://pytorch.org/docs/stable/generated/torch.normal.html#torch.normal) | [paddle.normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/normal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.normal.html) | +| 223 | [torch.nanmean](https://pytorch.org/docs/stable/generated/torch.nanmean.html?highlight=nanmean#torch.nanmean) | [paddle.nanmean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmean_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmean.html) | +| 224 | [torch.searchsorted](https://pytorch.org/docs/stable/generated/torch.searchsorted.html#torch-searchsorted) | [paddle.searchsorted](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/searchsorted_cn.html#searchsorted) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.searchsorted.html) | +| 225 | [torch.Tensor.nanmean](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmean.html?highlight=nanmean#torch.Tensor.nanmean) | [paddle.Tensor.nanmean](暂无对应文档) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.nanmean.html) | +| 226 | [torch.fft.ihfft2](https://pytorch.org/docs/stable/generated/torch.fft.ihfft2.html?highlight=torch+fft+ihfft2#torch.fft.ihfft2) | [paddle.fft.ihfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft2.html) | +| 227 | [torch.nn.TransformerEncoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoder.html#torch.nn.TransformerEncoder) | [paddle.nn.TransformerEncoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoder_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoder.html) | +| 228 | [torch.nn.functional.gumbel_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.gumbel_softmax.html#torch.nn.functional.gumbel_softmax) | [paddle.nn.functional.gumbel_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gumbel_softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.gumbel_softmax.html) | +| 229 | [torch.distributed.isend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.isend) | [paddle.distributed.isend](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/isend_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.isend.html) | +| 230 | [torch.nn.SmoothL1Loss](https://pytorch.org/docs/stable/generated/torch.nn.SmoothL1Loss.html?highlight=smoothl1loss#torch.nn.SmoothL1Loss) | [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html#smoothl1loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SmoothL1Loss.html) | +| 231 | [torch.linalg.qr](https://pytorch.org/docs/stable/generated/torch.linalg.qr.html#torch.linalg.qr) | [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.qr.html) | +| 232 | [torch.special.multigammaln](https://pytorch.org/docs/stable/special.html#torch.special.multigammaln) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.multigammaln.html) | +| 233 | [torch.distributions.transforms.AbsTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AbsTransform) | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AbsTransform.html) | +| 234 | [torch.lt](https://pytorch.org/docs/stable/generated/torch.lt.html#torch.lt) | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lt.html) | +| 235 | [torch.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.autocast) | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autocast.html) | +| 236 | [torch.fft.hfftn](https://pytorch.org/docs/stable/generated/torch.fft.hfftn.html?highlight=torch+fft+hfftn#torch.fft.hfftn) | [paddle.fft.hfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfftn.html) | +| 237 | [torch.nn.functional.kl_div](https://pytorch.org/docs/stable/generated/torch.nn.functional.kl_div.html?highlight=kl_div#torch.nn.functional.kl_div) | [paddle.nn.functional.kl_div](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/kl_div_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.kl_div.html) | +| 238 | [torch.sparse\_csr\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_csr_tensor.html#torch.sparse_csr_tensor) | [paddle.sparse.sparse\_csr\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_csr_tensor_cn.html#sparse-csr-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse_csr_tensor.html) | +| 239 | [torch.nn.functional.cross_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.cross_entropy.html?highlight=cross_#torch.nn.functional.cross_entropy) | [paddle.nn.functional.cross_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cross_entropy_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cross_entropy.html) | +| 240 | [torch.distributions.normal.Normal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.normal.Normal) | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.normal.Normal.html) | +| 241 | [torch.nn.functional.hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardtanh.html#torch.nn.functional.hardtanh) | [paddle.nn.functional.hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardtanh.html) | +| 242 | [torch.optim.Adamax](https://pytorch.org/docs/stable/generated/torch.optim.Adamax.html) | [paddle.optimizer.Adamax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adamax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adamax.html) | +| 243 | [torch.nn.MultiLabelSoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelSoftMarginLoss.html#torch.nn.MultiLabelSoftMarginLoss) | [paddle.nn.MultiLabelSoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelSoftMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelSoftMarginLoss.html) | +| 244 | [torch.Tensor.resize_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_.html) | [paddle.Tensor.resize_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#resize-shape-fill-zero-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.resize_.html) | +| 245 | [torch.distributions.transforms.ExpTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ExpTransform) | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ExpTransform.html) | +| 246 | [torch.nn.CosineEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.CosineEmbeddingLoss.html#torch.nn.CosineEmbeddingLoss) | [paddle.nn.CosineEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineEmbeddingLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CosineEmbeddingLoss.html) | +| 247 | [torch.distributions.chi2.Chi2](https://pytorch.org/docs/stable/distributions.html#chi2) | [paddle.distribution.Chi2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Chi2_cn.html#prob-value) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.chi2.Chi2.html) | +| 248 | [torch.signal.windows.hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.hamming.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hamming.html) | +| 249 | [torch.abs](https://pytorch.org/docs/stable/generated/torch.abs.html?highlight=abs#torch.abs) | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.abs.html) | +| 250 | [torch.atanh](https://pytorch.org/docs/stable/generated/torch.atanh.html#torch.atanh) | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atanh.html) | +| 251 | [torch.autograd.functional.vjp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.vjp.html#torch.autograd.functional.vjp) | [paddle.incubate.autograd.vjp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/vjp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.vjp.html) | +| 252 | [torch.lu_unpack](https://pytorch.org/docs/stable/generated/torch.lu_unpack.html?highlight=lu_unpack#torch.lu_unpack) | [paddle.linalg.lu_unpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_unpack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu_unpack.html) | +| 253 | [torch.fft.ihfftn](https://pytorch.org/docs/stable/generated/torch.fft.ihfftn.html?highlight=torch+fft+ihfftn#torch.fft.ihfftn) | [paddle.fft.ihfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfftn.html) | +| 254 | [torch.Tensor.geometric_](https://pytorch.org/docs/stable/generated/torch.Tensor.geometric_.html) | [paddle.Tensor.geometric_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.geometric_.html) | +| 255 | [torch.distributed.barrier](https://pytorch.org/docs/stable/distributed.html?highlight=barrier#torch.distributed.barrier) | [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.barrier.html) | +| 256 | [torch.linalg.eigvals](https://pytorch.org/docs/stable/generated/torch.linalg.eigvals.html?highlight=torch+linalg+eigvals#torch.linalg.eigvals) | [paddle.linalg.eigvals](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvals_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvals.html) | +| 257 | [torch.max_pool1d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool1d.html) | +| 258 | [torch.utils.cpp_extension.load](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+load#torch.utils.cpp_extension.load) | [paddle.utils.cpp_extension.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/load_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.load.html) | +| 259 | [torch.exp](https://pytorch.org/docs/stable/generated/torch.exp.html?highlight=torch+exp#torch.exp) | [paddle.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/exp_cn.html#exp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.exp.html) | +| 260 | [torch.stft](https://pytorch.org/docs/stable/generated/torch.stft.html?highlight=stft#torch.stft) | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.stft.html) | +| 261 | [torch.distributions.uniform.Uniform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.uniform.Uniform) | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.uniform.Uniform.html) | +| 262 | [torch.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.logcumsumexp.html#torch-logcumsumexp) | [paddle.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logcumsumexp.html) | +| 263 | [torch.optim.Adam](https://pytorch.org/docs/stable/generated/torch.optim.Adam.html) | [paddle.optimizer.Adam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adam_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adam.html) | +| 264 | [torch.nn.MaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool3d.html?highlight=maxpool3d#torch.nn.MaxPool3d) | [paddle.nn.MaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool3D_cn.html#maxpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool3d.html) | +| 265 | [torch.nn.SELU](https://pytorch.org/docs/stable/generated/torch.nn.SELU.html#torch.nn.SELU) | [paddle.nn.SELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SELU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SELU.html) | +| 266 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html#softmax) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.softmax.html) | +| 267 | [torch.ne](https://pytorch.org/docs/stable/generated/torch.ne.html?highlight=torch.ne#torch.ne) | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ne.html) | +| 268 | [torch.Tensor.symeig](https://pytorch.org/docs/stable/generated/torch.Tensor.symeig.html#torch.Tensor.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.symeig.html) | +| 269 | [torch.signal.windows.gaussian](https://pytorch.org/docs/stable/generated/torch.signal.windows.gaussian.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.gaussian.html) | +| 270 | [torch.linalg.pinv](https://pytorch.org/docs/stable/generated/torch.linalg.pinv.html#torch.linalg.pinv) | [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.pinv.html) | +| 271 | [torch.distributions.transforms.StickBreakingTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StickBreakingTransform) | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StickBreakingTransform.html) | +| 272 | [torch.nn.functional.log_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.log_softmax.html#torch.nn.functional.log_softmax) | [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.log_softmax.html) | +| 273 | [torch.Tensor.to](https://pytorch.org/docs/stable/generated/torch.Tensor.to.html#torch.Tensor.to) | [paddle.Tensor.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#to-args-kwargs) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.to.html) | +| 274 | [torch.nn.parallel.DistributedDataParallel](https://pytorch.org/docs/stable/generated/torch.nn.parallel.DistributedDataParallel.html#torch.nn.parallel.DistributedDataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.parallel.DistributedDataParallel.html) | +| 275 | [torch.signal.windows.blackman](https://pytorch.org/docs/stable/generated/torch.signal.windows.blackman.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.blackman.html) | +| 276 | [torch.jit.ignore](https://pytorch.org/docs/stable/generated/torch.jit.ignore.html#torch-jit-ignore) | [paddle.jit.not\_to\_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/not_to_static_cn.html#not-to-static) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.ignore.html) | +| 277 | [torch.distributed.send](https://pytorch.org/docs/stable/distributed.html#torch.distributed.send) | [paddle.distributed.send](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/send_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.send.html) | +| 278 | [torch.fft.irfftn](https://pytorch.org/docs/stable/generated/torch.fft.irfftn.html?highlight=irfftn#torch.fft.irfftn) | [paddle.fft.irfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfftn.html) | +| 279 | [torch.fft.ihfft](https://pytorch.org/docs/stable/generated/torch.fft.ihfft.html?highlight=ihfft#torch.fft.ihfft) | [paddle.fft.ihfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft.html) | +| 280 | [torch.renorm](https://pytorch.org/docs/stable/generated/torch.renorm.html#torch-renorm) | paddle.renorm | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.renorm.html) | +| 281 | [torch.randn_like](https://pytorch.org/docs/stable/generated/torch.randn_like.html#torch.randn_like) | [paddle.randn_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_like_cn.html#randn_like) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randn_like.html) | +| 282 | [torch.distributed.rpc.shutdown](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.shutdown) | [paddle.distributed.rpc.shutdown](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/shutdown_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.shutdown.html) | +| 283 | [torch.optim.Adagrad](https://pytorch.org/docs/stable/generated/torch.optim.Adagrad.html) | [paddle.optimizer.Adagrad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adagrad_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adagrad.html) | +| 284 | [torch.nn.TransformerEncoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoderLayer.html#torch.nn.TransformerEncoderLayer) | [paddle.nn.TransformerEncoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoderLayer_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoderLayer.html) | +| 285 | [torch.log1p](https://pytorch.org/docs/stable/generated/torch.log1p.html?highlight=log1p#torch.log1p) | [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log1p.html) | +| 286 | [torch.Tensor.exponential_](https://pytorch.org/docs/stable/generated/torch.Tensor.exponential_.html#torch.Tensor.exponential_) | [paddle.Tensor.exponential_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exponential-lam-1-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.exponential_.html) | +| 287 | [torch.special.gammaincc](https://pytorch.org/docs/stable/special.html#torch.special.gammaincc) | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaincc.html) | +| 288 | [torch.nn.SoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.SoftMarginLoss.html#torch.nn.SoftMarginLoss) | [paddle.nn.SoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SoftMarginLoss_cn.html#softmarginloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SoftMarginLoss.html) | +| 289 | [torch.jit.script](https://pytorch.org/docs/stable/generated/torch.jit.script.html#torch-jit-script) | [paddle.jit.to_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/to_static_cn.html#paddle.jit.to_static) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.script.html) | +| 290 | [torch.onnx.export](https://pytorch.org/docs/stable/onnx.html#torch.onnx.export) | [paddle.onnx.export](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/onnx/export_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.onnx.export.html) | +| 291 | [torch.load](https://pytorch.org/docs/stable/generated/torch.load.html?highlight=load#torch.load) | [paddle.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/load_cn.html#load) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.load.html) | +| 292 | [torch.nn.functional.elu](https://pytorch.org/docs/stable/generated/torch.nn.functional.elu.html#torch.nn.functional.elu) | [paddle.nn.functional.elu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/elu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.elu.html) | +| 293 | [torch.hann_window](https://pytorch.org/docs/stable/generated/torch.hann_window.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hann_window.html) | +| 294 | [torch.hub.download\_url\_to\_file](https://pytorch.org/docs/stable/hub.html?highlight=download#torch.hub.download_url_to_file) | [paddle.utils.download.get\_weights\_path\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/download/get_weights_path_from_url_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.download_url_to_file.html) | +| 295 | [torch.fft.fft2](https://pytorch.org/docs/stable/generated/torch.fft.fft2.html?highlight=fft2#torch.fft.fft2) | [paddle.fft.fft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft2.html) | +| 296 | [torch.linalg.matrix_power](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_power.html?highlight=torch+linalg+matrix_power#torch.linalg.matrix_power) | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_power.html) | +| 297 | [torch.hub.load\_state\_dict\_from\_url](https://pytorch.org/docs/stable/hub.html#torch.hub.load_state_dict_from_url) | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load_state_dict_from_url.html) | +| 298 | [torch.fft.rfft2](https://pytorch.org/docs/stable/generated/torch.fft.rfft2.html) | [paddle.fft.rfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft2_cn.html#rfft2) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft2.html) | +| 299 | [torch.fmin](https://pytorch.org/docs/stable/generated/torch.fmin.html#torch.fmin) | [paddle.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmin.html) | +| 300 | [torch.mode](https://pytorch.org/docs/stable/generated/torch.mode.html) | [paddle.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/mode_cn.html#mode) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mode.html) | +| 301 | [torch.distributions.exponential.Exponential](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exponential.Exponential.arg_constraints) | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exponential.Exponential.html) | +| 302 | [torch.distributions.multivariate_normal.MultivariateNormal](https://pytorch.org/docs/stable/distributions.html#multivariatenormal) | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multivariate_normal.MultivariateNormal.html) | +| 303 | [torch.addmm](https://pytorch.org/docs/stable/generated/torch.addmm.html?highlight=addmm#torch.addmm) | [paddle.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/addmm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.addmm.html) | +| 304 | [torch.Tensor.bernoulli_](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli_.html#torch.Tensor.bernoulli_) | [paddle.Tensor.bernoulli_](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/tensor.py) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli_.html) | +| 305 | [torch.log10](https://pytorch.org/docs/stable/generated/torch.log10.html?highlight=log10#torch.log10) | [paddle.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log10_cn.html#log10) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log10.html) | +| 306 | [torch.nn.modules.batchnorm._BatchNorm](https://pytorch.org/docs/stable/_modules/torch/nn/modules/batchnorm.html) | [paddle.nn.layer.norm._BatchNormBase](https://github.com/PaddlePaddle/Paddle/blob/b51d50bc9ee9eaa5cefa18507195b239e4513194/python/paddle/nn/layer/norm.py#L701) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.modules.batchnorm._BatchNorm.html) | +| 307 | [torch.Tensor.to\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_csr.html#torch-tensor-to-sparse-csr) | [paddle.Tensor.to\_sparse\_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.to_sparse_csr.html) | +| 308 | [torch.distributions.geometric.Geometric](https://pytorch.org/docs/stable/distributions.html#torch.distributions.geometric.Geometric) | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.geometric.Geometric.html) | +| 309 | [torch.special.logit](https://pytorch.org/docs/stable/special.html#torch.special.logit) | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.logit.html) | +| 310 | [torch.sgn](https://pytorch.org/docs/stable/generated/torch.sgn.html?highlight=torch+sgn#torch.sgn) | [paddle.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sgn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sgn.html) | +| 311 | [torchvision.transforms.functional.normalize](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.normalize.html) | [paddle.vision.transforms.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/normalize_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.functional.normalize.html) | +| 312 | [torch.distributions.transforms.ComposeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ComposeTransform) | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ComposeTransform.html) | +| 313 | [torch.special.i0](https://pytorch.org/docs/stable/special.html#torch.special.i0) | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0.html) | +| 314 | [torch.Tensor.multinomial](https://pytorch.org/docs/stable/generated/torch.Tensor.multinomial.html#torch.Tensor.multinomial) | paddle.Tensor.multinomial | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.multinomial.html) | +| 315 | [torch.nn.DataParallel](https://pytorch.org/docs/stable/generated/torch.nn.DataParallel.html?highlight=dataparallel#torch.nn.DataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.DataParallel.html) | +| 316 | [torch.nn.Module.register\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_hook) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_hook.html) | +| 317 | [torch.hub.load](https://pytorch.org/docs/stable/hub.html?highlight=hub+load#torch.hub.load) | [paddle.hub.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load.html) | +| 318 | [torch.linalg.cond](https://pytorch.org/docs/stable/generated/torch.linalg.cond.html#torch.linalg.cond) | [paddle.linalg.cond](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/cond_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cond.html) | +| 319 | [torch.nn.functional.relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu.html#torch.nn.functional.relu) | [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.relu.html) | +| 320 | [torch.nn.functional.hinge\_embedding\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.hinge_embedding_loss.html#torch.nn.functional.hinge_embedding_loss) | [paddle.nn.functional.hinge\_embedding\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hinge_embedding_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hinge_embedding_loss.html) | +| 321 | [torch.nn.TransformerDecoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoderLayer.html?highlight=transformerdecoderlayer#torch.nn.TransformerDecoderLayer) | [paddle.nn.TransformerDecoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoderLayer_cn.html#transformerdecoderlayer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerDecoderLayer.html) | +| 322 | [torch.tril_indices](https://pytorch.org/docs/stable/generated/torch.tril_indices.html?highlight=tril_indices#torch.tril_indices) | [paddle.tril_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_indices_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tril_indices.html) | +| 323 | [torch.nn.CELU](https://pytorch.org/docs/stable/generated/torch.nn.CELU.html#torch.nn.CELU) | [paddle.nn.CELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CELU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CELU.html) | +| 324 | [torch.distributions.transforms.AffineTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AffineTransform) | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AffineTransform.html) | +| 325 | [torch.signal.windows.cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.cosine.html) | [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.cosine.html) | +| 326 | [torch.optim.Rprop](https://pytorch.org/docs/stable/generated/torch.optim.Rprop.html) | [paddle.optimizer.Rprop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Rprop_cn.html#cn-api-paddle-optimizer-rprop) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Rprop.html) | +| 327 | [torch.multiprocessing.spawn](https://pytorch.org/docs/stable/multiprocessing.html#torch.multiprocessing.spawn) | [paddle.distributed.spawn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/spawn_cn.html#spawn) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.multiprocessing.spawn.html) | +| 328 | [torch.cholesky](https://pytorch.org/docs/stable/generated/torch.cholesky.html?highlight=cholesky#torch.cholesky) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky.html) | +| 329 | [torch.frac](https://pytorch.org/docs/stable/generated/torch.frac.html?highlight=frac#torch.frac) | [paddle.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frac_cn.html#frac) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frac.html) | +| 330 | [torch.distributed.irecv](https://pytorch.org/docs/stable/distributed.html?highlight=send#torch.distributed.irecv) | [paddle.distributed.irecv](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/irecv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.irecv.html) | +| 331 | [torch.nn.MultiMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiMarginLoss) | [paddle.nn.MultiMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiMarginLoss.html) | +| 332 | [torch.nn.Dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout2d.html?highlight=dropout2d#torch.nn.Dropout2d) | [paddle.nn.Dropout2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout2D_cn.html#dropout2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout2d.html) | +| 333 | [torch.randperm](https://pytorch.org/docs/stable/generated/torch.randperm.html?highlight=rand#torch.randperm) | [paddle.randperm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randperm_cn.html#randperm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randperm.html) | +| 334 | [torch.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html?highlight=convert_sync_batchnorm#torch.nn.SyncBatchNorm.convert_sync_batchnorm) | [paddle.nn.SyncBatchNorm.convert\_sync\_batchnorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#convert-sync-batchnorm-layer) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SyncBatchNorm.convert_sync_batchnorm.html) | +| 335 | [torch.rad2deg](https://pytorch.org/docs/stable/generated/torch.rad2deg.html?highlight=torch+rad2deg#torch.rad2deg) | [paddle.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rad2deg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.rad2deg.html) | +| 336 | [torch.fft.ifftn](https://pytorch.org/docs/stable/generated/torch.fft.ifftn.html?highlight=ifftn#torch.fft.ifftn) | [paddle.fft.ifftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftn_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifftn.html) | +| 337 | [torch.frexp](https://pytorch.org/docs/stable/generated/torch.frexp.html?highlight=frexp#torch.frexp) | [paddle.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frexp_cn.html#frexp) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frexp.html) | +| 338 | [torchvision.transforms.Normalize](https://pytorch.org/vision/main/generated/torchvision.transforms.Normalize.html) | [paddle.vision.transforms.Normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Normalize__upper_cn.html#normalize) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.Normalize.html) | +| 339 | [torch.distributions.independent.Independent](https://pytorch.org/docs/stable/distributions.html#torch.distributions.independent.Independent) | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.independent.Independent.html) | +| 340 | [torch.nn.AlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.AlphaDropout.html#torch.nn.AlphaDropout) | [paddle.nn.AlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AlphaDropout_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.AlphaDropout.html) | +| 341 | [torch.nn.functional.binary\_cross\_entropy\_with\_logits](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy_with_logits.html?highlight=binary_cross_entropy_with_logits#torch.nn.functional.binary_cross_entropy_with_logits) | [paddle.nn.functional.binary\_cross\_entropy\_with\_logits](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/binary_cross_entropy_with_logits_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy_with_logits.html) | +| 342 | [torch.special.i1e](https://pytorch.org/docs/stable/special.html#torch.special.i1e) | [paddle.i1e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1e_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1e.html) | +| 343 | [torch.nn.CTCLoss](https://pytorch.org/docs/stable/generated/torch.nn.CTCLoss.html#torch.nn.CTCLoss) | [paddle.nn.CTCLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CTCLoss_cn.html#ctcloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CTCLoss.html) | +| 344 | [torch.nn.functional.fractional\_max\_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool2d.html#torch-nn-functional-fractional-max-pool2d) | [paddle.nn.functional.fractional\_max\_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool2d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool2d.html) | +| 345 | [torch.tensordot](https://pytorch.org/docs/stable/generated/torch.tensordot.html?highlight=tensordot#torch.tensordot) | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tensordot.html) | +| 346 | [torch.linalg.matrix_rank](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_rank.html?highlight=matrix_rank#torch.linalg.matrix_rank) | [paddle.linalg.matrix_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_rank_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_rank.html) | +| 347 | [torch.nn.RReLU](https://pytorch.org/docs/stable/generated/torch.nn.RReLU.html#torch.nn.RReLU) | [paddle.nn.RReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/RReLU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RReLU.html) | +| 348 | [torch.special.digamma](https://pytorch.org/docs/stable/special.html#torch.special.digamma) | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.digamma.html) | +| 349 | [torch.nn.L1Loss](https://pytorch.org/docs/stable/generated/torch.nn.L1Loss.html?highlight=l1loss#torch.nn.L1Loss) | [paddle.nn.L1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/L1Loss_cn.html#l1loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.L1Loss.html) | +| 350 | [torch.nn.ReLU](https://pytorch.org/docs/stable/generated/torch.nn.ReLU.html?highlight=relu#torch.nn.ReLU) | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU.html) | +| 351 | [torch.mvlgamma](https://pytorch.org/docs/stable/generated/torch.mvlgamma.html) | [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mvlgamma.html) | +| 352 | [torch.sinh](https://pytorch.org/docs/stable/generated/torch.sinh.html?highlight=sinh#torch.sinh) | [paddle.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinh_cn.html#sinh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sinh.html) | +| 353 | [torch.autograd.functional.jvp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jvp.html#torch.autograd.functional.jvp) | [paddle.incubate.autograd.jvp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/jvp_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jvp.html) | +| 354 | [torch.nn.functional.multi\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multi_margin_loss.html) | [paddle.nn.functional.multi\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_margin_loss_cn.html#multi-margin-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multi_margin_loss.html) | +| 355 | [torch.lcm](https://pytorch.org/docs/stable/generated/torch.lcm.html#torch-lcm) | [paddle.lcm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lcm_cn.html#lcm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lcm.html) | +| 356 | [torch.nn.PReLU](https://pytorch.org/docs/stable/generated/torch.nn.PReLU.html?highlight=prelu#torch.nn.PReLU) | [paddle.nn.PReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PReLU_cn.html#prelu) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PReLU.html) | +| 357 | [torch.optim.AdamW](https://pytorch.org/docs/stable/generated/torch.optim.AdamW.html) | [paddle.optimizer.AdamW](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/AdamW_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.AdamW.html) | +| 358 | [torch.nn.RNNBase](https://pytorch.org/docs/stable/generated/torch.nn.RNNBase.html#torch.nn.RNNBase) | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RNNBase.html) | +| 359 | [torch.nn.MarginRankingLoss](https://pytorch.org/docs/stable/generated/torch.nn.MarginRankingLoss.html#marginrankingloss) | [paddle.nn.MarginRankingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MarginRankingLoss_cn.html#marginrankingloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MarginRankingLoss.html) | +| 360 | [torch.diag](https://pytorch.org/docs/stable/generated/torch.diag.html?highlight=diag#torch.diag) | [paddle.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.diag.html) | +| 361 | [torch.reciprocal](https://pytorch.org/docs/stable/generated/torch.reciprocal.html?highlight=torch+reciprocal#torch.reciprocal) | [paddle.reciprocal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reciprocal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.reciprocal.html) | +| 362 | [torch.linalg.lu_factor](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor.html#torch.linalg.lu_factor) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor.html) | +| 363 | [torch.distributions.poisson.Poisson](https://pytorch.org/docs/stable/distributions.html#poisson) | [paddle.distribution.Poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/Poisson_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.poisson.Poisson.html) | +| 364 | [torch.conj_physical](https://pytorch.org/docs/stable/generated/torch.conj_physical.html#torch.conj_physical) | [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.conj_physical.html) | +| 365 | [torch.heaviside](https://pytorch.org/docs/stable/generated/torch.heaviside.html#torch.heaviside) | [paddle.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/heaviside_cn.html#heaviside) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.heaviside.html) | +| 366 | [torch.nn.Threshold](https://pytorch.org/docs/stable/generated/torch.nn.Threshold.html#torch.nn.Threshold) | [paddle.nn.ThresholdedReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ThresholdedReLU_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Threshold.html) | +| 367 | [torch.nn.functional.multilabel\_soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_soft_margin_loss.html) | [paddle.nn.functional.multi\_label\_soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_soft_margin_loss_cn.html#multi-label-soft-margin-loss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_soft_margin_loss.html) | +| 368 | [torch.Tensor.cauchy_](https://pytorch.org/docs/stable/generated/torch.Tensor.cauchy_.html) | [paddle.Tensor.cauchy_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cauchy_.html) | +| 369 | [torch.sparse.softmax](https://pytorch.org/docs/stable/generated/torch.sparse.softmax.html#torch.sparse.softmax) | [paddle.sparse.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/nn/functional/softmax_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse.softmax.html) | +| 370 | [torch.nn.functional.alpha_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.alpha_dropout.html) | [paddle.nn.functional.alpha_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.alpha_dropout.html) | +| 371 | [torch.nn.KLDivLoss](https://pytorch.org/docs/stable/generated/torch.nn.KLDivLoss.html?highlight=kldivloss#torch.nn.KLDivLoss) | [paddle.nn.KLDivLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/KLDivLoss_cn.html#kldivloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.KLDivLoss.html) | +| 372 | [torch.nn.MSELoss](https://pytorch.org/docs/stable/generated/torch.nn.MSELoss.html?highlight=mseloss#torch.nn.MSELoss) | [paddle.nn.MSELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MSELoss_cn.html#mseloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MSELoss.html) | +| 373 | [torch.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html?highlight=nanquantile#torch.nanquantile) | [paddle.nanquantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanquantile_cn.html#nanquantile) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanquantile.html) | +| 374 | [torch.nn.BCELoss](https://pytorch.org/docs/stable/generated/torch.nn.BCELoss.html?highlight=bceloss#torch.nn.BCELoss) | [paddle.nn.BCELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCELoss_cn.html#bceloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCELoss.html) | +| 375 | [torch.linalg.lu\_factor\_ex](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor_ex.html?highlight=lu_factor_ex#torch.linalg.lu_factor_ex) | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor_ex.html) | +| 376 | [torch.special.expm1](https://pytorch.org/docs/stable/special.html#torch.special.expm1) | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.expm1.html) | +| 377 | [torch.mm](https://pytorch.org/docs/stable/generated/torch.mm.html?highlight=torch+mm#torch.mm) | [paddle.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mm_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mm.html) | +| 378 | [torch.clone](https://pytorch.org/docs/stable/generated/torch.clone.html?highlight=clone#torch.clone) | [paddle.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clone_cn.html#clone) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clone.html) | +| 379 | [flash\_attn.flash\_attn\_interface.flash\_attn\_unpadded\_func](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/flash_attn_interface.py#L1050) | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_unpadded_func.html) | +| 380 | [torch.linalg.multi_dot](https://pytorch.org/docs/stable/generated/torch.linalg.multi_dot.html?highlight=torch+linalg+multi_dot#torch.linalg.multi_dot) | [paddle.linalg.multi_dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/multi_dot_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.multi_dot.html) | +| 381 | [torch.nn.TripletMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginLoss.html#torch.nn.TripletMarginLoss) | [paddle.nn.TripletMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TripletMarginLoss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TripletMarginLoss.html) | +| 382 | [torch.nn.functional.mse_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.mse_loss.html?highlight=mse_loss#torch.nn.functional.mse_loss) | [paddle.nn.functional.mse_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mse_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mse_loss.html) | +| 383 | [transformers.PretrainedConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/configuration#transformers.PretrainedConfig) | [paddlenlp.transformers.PretrainedConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/57000fa12ce67024238f0b56a6fde63c592c54ce/paddlenlp/transformers/configuration_utils.py#L317) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.PretrainedConfig.html) | +| 384 | [torch.Tensor.stft](https://pytorch.org/docs/stable/generated/torch.Tensor.stft.html#torch.Tensor.stft) | [paddle.Tensor.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.stft.html) | +| 385 | [torch.nn.functional.soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.soft_margin_loss.html?highlight=soft_margin_loss#torch.nn.functional.soft_margin_loss) | [paddle.nn.functional.soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/soft_margin_loss_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.soft_margin_loss.html) | +| 386 | [fairscale.nn.model_parallel.layers.ParallelEmbedding](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L152) | [paddle.distributed.fleet.meta_parallel.VocabParallelEmbedding](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L37) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ParallelEmbedding.html) | +| 387 | [torch.linalg.eig](https://pytorch.org/docs/stable/generated/torch.linalg.eig.html?highlight=torch+linalg+eig#torch.linalg.eig) | [paddle.linalg.eig](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eig_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eig.html) | +| 388 | torch.clamp_max | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_max.html) | +| 389 | [torch.special.gammainc](https://pytorch.org/docs/stable/special.html#torch.special.gammainc) | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammainc.html) | +| 390 | [torch.nn.FeatureAlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.FeatureAlphaDropout.html#torch.nn.FeatureAlphaDropout) | [paddle.nn.FeatureAlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/FeatureAlphaDropout_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FeatureAlphaDropout.html) | +| 391 | [torch.round](https://pytorch.org/docs/stable/generated/torch.round.html?highlight=round#torch.round) | [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/round_cn.html#round) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.round.html) | +| 392 | [torch.distributions.transforms.IndependentTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.IndependentTransform) | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.IndependentTransform.html) | +| 393 | [torch.distributions.distribution.Distribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution) | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.distribution.Distribution.html) | +| 394 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html?highlight=torch%20sub#torch.sub) | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sub.html) | +| 395 | [torch.nn.ReLU6](https://pytorch.org/docs/stable/generated/torch.nn.ReLU6.html#torch.nn.ReLU6) | [paddle.nn.ReLU6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU6_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU6.html) | +| 396 | [torch.column_stack](https://pytorch.org/docs/stable/generated/torch.column_stack.html#torch.column_stack) | [paddle.column_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/column_stack_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.column_stack.html) | +| 397 | [torch.distributions.transforms.TanhTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.TanhTransform) | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.TanhTransform.html) | +| 398 | [torch.nn.HingeEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.HingeEmbeddingLoss.html#hingeembeddingloss) | [paddle.nn.HingeEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/HingeEmbeddingLoss_cn.html#hingeembeddingloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.HingeEmbeddingLoss.html) | +| 399 | [torch.optim.Adadelta](https://pytorch.org/docs/stable/generated/torch.optim.Adadelta.html) | [paddle.optimizer.Adadelta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adadelta_cn.html#cn-api-paddle-optimizer-adadelta) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adadelta.html) | +| 400 | [torch.nn.functional.interpolate](https://pytorch.org/docs/stable/generated/torch.nn.functional.interpolate.html#torch.nn.functional.interpolate) | [paddle.nn.functional.interpolate](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/interpolate_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.interpolate.html) | +| 401 | [torch.nn.Hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Hardsigmoid.html?highlight=hardsigmoid#torch.nn.Hardsigmoid) | [paddle.nn.Hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardsigmoid_cn.html#hardsigmoid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardsigmoid.html) | +| 402 | [torch.fft.rfftn](https://pytorch.org/docs/stable/generated/torch.fft.rfftn.html#torch-fft-rfftn) | [paddle.fft.rfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftn_cn.html#rfftn) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftn.html) | +| 403 | [torch.meshgrid](https://pytorch.org/docs/stable/generated/torch.meshgrid.html?highlight=meshgrid#torch.meshgrid) | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.meshgrid.html) | +| 404 | [torch.nn.functional.threshold](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold.html#torch.nn.functional.threshold) | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.threshold.html) | +| 405 | [torch.nn.functional.dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout.html) | [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout.html) | +| 406 | [torch.nn.CrossEntropyLoss](https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html#torch.nn.CrossEntropyLoss) | [paddle.nn.CrossEntropyLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CrossEntropyLoss_cn.html#crossentropyloss) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CrossEntropyLoss.html) | +| 407 | [torch.linalg.eigh](https://pytorch.org/docs/stable/generated/torch.linalg.eigh.html#torch.linalg.eigh) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigh.html) | +| 408 | [torchvision.datasets.ImageFolder](https://pytorch.org/vision/main/generated/torchvision.datasets.ImageFolder.html) | [paddle.vision.datasets.ImageFolder](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/ImageFolder_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.datasets.ImageFolder.html) | +| 409 | [torch.symeig](https://pytorch.org/docs/stable/generated/torch.symeig.html?highlight=torch+symeig#torch.symeig) | [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html#eigh) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.symeig.html) | +| 410 | [torch.nn.Dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout1d.html#torch.nn.Dropout1d) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout1d.html) | +| 411 | [torch.nn.MaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool2d.html?highlight=maxpool2d#torch.nn.MaxPool2d) | [paddle.nn.MaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool2D_cn.html#maxpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool2d.html) | +| 412 | [torch.nn.functional.dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout3d.html#torch.nn.functional.dropout3d) | [paddle.nn.functional.dropout3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout3d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout3d.html) | +| 413 | [torch.poisson](https://pytorch.org/docs/stable/generated/torch.poisson.html#torch.poisson) | [paddle.poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/poisson_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.poisson.html) | +| 414 | [torch.nn.MultiheadAttention](https://pytorch.org/docs/stable/generated/torch.nn.MultiheadAttention.html#torch.nn.MultiheadAttention) | [paddle.nn.MultiHeadAttention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiHeadAttention_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiheadAttention.html) | +| 415 | [torch.fft.ifft](https://pytorch.org/docs/stable/generated/torch.fft.ifft.html?highlight=ifft#torch.fft.ifft) | [paddle.fft.ifft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft.html) | +| 416 | [torch.special.gammaln](https://pytorch.org/docs/stable/special.html#torch.special.gammaln) | [paddle.gammaln](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaln_cn.html#gammaln) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaln.html) | ### 7. 输入参数用法不一致 **分类简介** @@ -1436,75 +1436,75 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.nn.ConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose2d.html?highlight=convtranspose2d#torch.nn.ConvTranspose2d) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose2d.html) | -| 2 | [torch.nn.AvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool2d.html?highlight=avgpool2d#torch.nn.AvgPool2d) | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool2d.html) | -| 3 | [torch.nn.functional.batch_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.batch_norm.html#torch.nn.functional.batch_norm) | [paddle.nn.functional.batch_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/batch_norm_cn.html#batch-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.batch_norm.html) | -| 4 | [torchvision.datasets.Flowers102](https://pytorch.org/vision/main/generated/torchvision.datasets.Flowers102.html) | [paddle.vision.datasets.Flowers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Flowers_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.Flowers102.html) | -| 5 | [torch.nn.functional.avg_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool1d.html#torch.nn.functional.avg_pool1d) | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool1d.html) | -| 6 | [torch.nn.functional.avg_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool2d.html#torch.nn.functional.avg_pool2d) | [paddle.nn.functional.avg_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool2d_cn.html#avg-pool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool2d.html) | -| 7 | [torch.nn.functional.instance_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.instance_norm.html#torch.nn.functional.instance_norm) | [paddle.nn.functional.instance_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/instance_norm_cn.html#instance-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.instance_norm.html) | -| 8 | [torch.atleast_1d](https://pytorch.org/docs/stable/generated/torch.atleast_1d.html#torch-atleast-1d) | [paddle.atleast_1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_1d_cn.html#atleast_1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_1d.html) | -| 9 | [torch.Tensor.split](https://pytorch.org/docs/stable/generated/torch.Tensor.split.html) | [paddle.Tensor.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#split-num-or-sections-axis-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.split.html) | -| 10 | [torchvision.ops.roi_align](https://pytorch.org/vision/main/generated/torchvision.ops.roi_align.html) | [paddle.vision.ops.roi_align](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_align_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_align.html) | -| 11 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.to.html) | -| 12 | [torch.nn.BatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm1d.html?highlight=torch%20nn%20batchnorm1d#torch.nn.BatchNorm1d) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm1d.html) | -| 13 | [torch.distributed.rpc.rpc_async](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_async) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.rpc.rpc_async.html) | -| 14 | [torch.slice_scatter](https://pytorch.org/docs/stable/generated/torch.slice_scatter.html#torch.slice_scatter) | [paddle.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/slice_scatter.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.slice_scatter.html) | -| 15 | [torch.nn.LSTM](https://pytorch.org/docs/stable/generated/torch.nn.LSTM.html?highlight=lstm#torch.nn.LSTM) | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.LSTM.html) | -| 16 | [torch.Tensor.svd](https://pytorch.org/docs/stable/generated/torch.Tensor.svd.html#torch.Tensor.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.svd.html) | -| 17 | [torch.distributed.broadcast](https://pytorch.org/docs/stable/distributed.html#torch.distributed.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.broadcast.html) | -| 18 | [torch.Tensor.tile](https://pytorch.org/docs/stable/generated/torch.Tensor.tile.html#torch.Tensor.tile) | [paddle.Tensor.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tile-repeat-times-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.tile.html) | -| 19 | [torchvision.datasets.CIFAR10](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR10.html) | [paddle.vision.datasets.Cifar10](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar10_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.CIFAR10.html) | -| 20 | [torchvision.datasets.CIFAR100](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR100.html) | [paddle.vision.datasets.Cifar100](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar100_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.CIFAR100.html) | -| 21 | [torch.nn.functional.bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.bilinear.html?highlight=bilinear#torch.nn.functional.bilinear) | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.bilinear.html) | -| 22 | [torch.Tensor.lstsq](https://pytorch.org/docs/1.9.0/generated/torch.Tensor.lstsq.html?highlight=torch%20tensor%20lstsq#torch.Tensor.lstsq) | paddle.Tensor.lstsq | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.lstsq.html) | -| 23 | [torch.nn.ConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose1d.html?highlight=convtranspose1d#torch.nn.ConvTranspose1d) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose1d.html) | -| 24 | [torch.Tensor.transpose_](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose_.html) | paddle.Tensor.transpose_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.transpose_.html) | -| 25 | [torchvision.ops.ps\_roi\_pool](https://pytorch.org/vision/main/generated/torchvision.ops.ps_roi_pool.html) | [paddle.vision.ops.psroi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/psroi_pool_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.ps_roi_pool.html) | -| 26 | [torch.distributed.all_reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_reduce) | [paddle.distributed.all_reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_reduce_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_reduce.html) | -| 27 | [torch.atleast_3d](https://pytorch.org/docs/stable/generated/torch.atleast_3d.html#torch-atleast-3d) | [paddle.atleast_3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_3d_cn.html#atleast_3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_3d.html) | -| 28 | [torch.nn.ConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose3d.html?highlight=convtranspose3d#torch.nn.ConvTranspose3d) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.ConvTranspose3d.html) | -| 29 | [torch.nn.InstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm2d.html#torch.nn.InstanceNorm2d) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html#instancenorm2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.InstanceNorm2d.html) | -| 30 | [torch.distributed.rpc.rpc_sync](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_sync) | [paddle.distributed.rpc.rpc_sync](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_sync_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.rpc.rpc_sync.html) | -| 31 | [torch.nn.functional.avg_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool3d.html#torch.nn.functional.avg_pool3d) | [paddle.nn.functional.avg_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool3d_cn.html#avg-pool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool3d.html) | -| 32 | [torch.distributed.all\_gather\_object](https://pytorch.org/docs/stable/distributed.html?highlight=all_gather_object#torch.distributed.all_gather_object) | [paddle.distributed.all\_gather\_object](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/all_gather_object_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather_object.html) | -| 33 | [torch.nn.BatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.html?highlight=batchnorm2d#torch.nn.BatchNorm2d) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm2d.html) | -| 34 | [torch.distributed.all\_to\_all](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all) | [paddle.distributed.alltoall](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_to_all.html) | -| 35 | [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html#torch.nn.functional.gelu) | [paddle.nn.functional.gelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.gelu.html) | -| 36 | [torch.nn.Module.xpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.xpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.xpu.html) | +| 1 | [torch.nn.ConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose2d.html?highlight=convtranspose2d#torch.nn.ConvTranspose2d) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose2d.html) | +| 2 | [torch.nn.AvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool2d.html?highlight=avgpool2d#torch.nn.AvgPool2d) | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool2d.html) | +| 3 | [torch.nn.functional.batch_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.batch_norm.html#torch.nn.functional.batch_norm) | [paddle.nn.functional.batch_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/batch_norm_cn.html#batch-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.batch_norm.html) | +| 4 | [torchvision.datasets.Flowers102](https://pytorch.org/vision/main/generated/torchvision.datasets.Flowers102.html) | [paddle.vision.datasets.Flowers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Flowers_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.Flowers102.html) | +| 5 | [torch.nn.functional.avg_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool1d.html#torch.nn.functional.avg_pool1d) | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool1d.html) | +| 6 | [torch.nn.functional.avg_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool2d.html#torch.nn.functional.avg_pool2d) | [paddle.nn.functional.avg_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool2d_cn.html#avg-pool2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool2d.html) | +| 7 | [torch.nn.functional.instance_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.instance_norm.html#torch.nn.functional.instance_norm) | [paddle.nn.functional.instance_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/instance_norm_cn.html#instance-norm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.instance_norm.html) | +| 8 | [torch.atleast_1d](https://pytorch.org/docs/stable/generated/torch.atleast_1d.html#torch-atleast-1d) | [paddle.atleast_1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_1d_cn.html#atleast_1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_1d.html) | +| 9 | [torch.Tensor.split](https://pytorch.org/docs/stable/generated/torch.Tensor.split.html) | [paddle.Tensor.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#split-num-or-sections-axis-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.split.html) | +| 10 | [torchvision.ops.roi_align](https://pytorch.org/vision/main/generated/torchvision.ops.roi_align.html) | [paddle.vision.ops.roi_align](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_align_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_align.html) | +| 11 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.to.html) | +| 12 | [torch.nn.BatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm1d.html?highlight=torch%20nn%20batchnorm1d#torch.nn.BatchNorm1d) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm1d.html) | +| 13 | [torch.distributed.rpc.rpc_async](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_async) | [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_async.html) | +| 14 | [torch.slice_scatter](https://pytorch.org/docs/stable/generated/torch.slice_scatter.html#torch.slice_scatter) | [paddle.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/slice_scatter.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.slice_scatter.html) | +| 15 | [torch.nn.LSTM](https://pytorch.org/docs/stable/generated/torch.nn.LSTM.html?highlight=lstm#torch.nn.LSTM) | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.LSTM.html) | +| 16 | [torch.Tensor.svd](https://pytorch.org/docs/stable/generated/torch.Tensor.svd.html#torch.Tensor.svd) | [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.svd.html) | +| 17 | [torch.distributed.broadcast](https://pytorch.org/docs/stable/distributed.html#torch.distributed.broadcast) | [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.broadcast.html) | +| 18 | [torch.Tensor.tile](https://pytorch.org/docs/stable/generated/torch.Tensor.tile.html#torch.Tensor.tile) | [paddle.Tensor.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tile-repeat-times-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.tile.html) | +| 19 | [torchvision.datasets.CIFAR10](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR10.html) | [paddle.vision.datasets.Cifar10](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar10_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR10.html) | +| 20 | [torchvision.datasets.CIFAR100](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR100.html) | [paddle.vision.datasets.Cifar100](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar100_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR100.html) | +| 21 | [torch.nn.functional.bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.bilinear.html?highlight=bilinear#torch.nn.functional.bilinear) | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.bilinear.html) | +| 22 | [torch.Tensor.lstsq](https://pytorch.org/docs/1.9.0/generated/torch.Tensor.lstsq.html?highlight=torch%20tensor%20lstsq#torch.Tensor.lstsq) | paddle.Tensor.lstsq | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.lstsq.html) | +| 23 | [torch.nn.ConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose1d.html?highlight=convtranspose1d#torch.nn.ConvTranspose1d) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose1d.html) | +| 24 | [torch.Tensor.transpose_](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose_.html) | paddle.Tensor.transpose_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.transpose_.html) | +| 25 | [torchvision.ops.ps\_roi\_pool](https://pytorch.org/vision/main/generated/torchvision.ops.ps_roi_pool.html) | [paddle.vision.ops.psroi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/psroi_pool_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.ps_roi_pool.html) | +| 26 | [torch.distributed.all_reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_reduce) | [paddle.distributed.all_reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_reduce_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_reduce.html) | +| 27 | [torch.atleast_3d](https://pytorch.org/docs/stable/generated/torch.atleast_3d.html#torch-atleast-3d) | [paddle.atleast_3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_3d_cn.html#atleast_3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_3d.html) | +| 28 | [torch.nn.ConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose3d.html?highlight=convtranspose3d#torch.nn.ConvTranspose3d) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose3d.html) | +| 29 | [torch.nn.InstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm2d.html#torch.nn.InstanceNorm2d) | [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html#instancenorm2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm2d.html) | +| 30 | [torch.distributed.rpc.rpc_sync](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_sync) | [paddle.distributed.rpc.rpc_sync](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_sync_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_sync.html) | +| 31 | [torch.nn.functional.avg_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool3d.html#torch.nn.functional.avg_pool3d) | [paddle.nn.functional.avg_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool3d_cn.html#avg-pool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool3d.html) | +| 32 | [torch.distributed.all\_gather\_object](https://pytorch.org/docs/stable/distributed.html?highlight=all_gather_object#torch.distributed.all_gather_object) | [paddle.distributed.all\_gather\_object](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/all_gather_object_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_object.html) | +| 33 | [torch.nn.BatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.html?highlight=batchnorm2d#torch.nn.BatchNorm2d) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm2d.html) | +| 34 | [torch.distributed.all\_to\_all](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all) | [paddle.distributed.alltoall](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all.html) | +| 35 | [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html#torch.nn.functional.gelu) | [paddle.nn.functional.gelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gelu_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.gelu.html) | +| 36 | [torch.nn.Module.xpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.xpu) | [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.xpu.html) | | 37 | [torch.cuda.Stream](https://pytorch.org/docs/stable/generated/torch.cuda.Stream.html#torch.cuda.Stream) | [paddle.device.Stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/Stream_cn.html#stream) | - | -| 38 | [torch.optim.Optimizer.zero_grad](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.html) | [paddle.optimizer.Optimizer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#clear-grad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.optim.Optimizer.zero_grad.html) | -| 39 | [torch.set\_rng\_state](https://pytorch.org/docs/stable/generated/torch.set_rng_state.html#torch.set_rng_state) | paddle.set_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.set_rng_state.html) | -| 40 | [torch.nn.AvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool3d.html?highlight=avgpool3d#torch.nn.AvgPool3d) | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool3d.html) | -| 41 | [torch.sparse.FloatTensor](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.sparse.FloatTensor.html) | -| 42 | [torch.utils.data.TensorDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.TensorDataset) | [paddle.io.TensorDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/TensorDataset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.utils.data.TensorDataset.html) | -| 43 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | [paddle.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/split_cn.html#split) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.split.html) | -| 44 | [torch.sparse\_coo\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_coo_tensor.html?highlight=torch+sparse_coo_tensor#torch.sparse_coo_tensor) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.sparse_coo_tensor.html) | -| 45 | [torch.nn.AvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool1d.html?highlight=avgpool1d#torch.nn.AvgPool1d) | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool1d.html) | -| 46 | [torchvision.datasets.MNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.MNIST.html) | [paddle.vision.datasets.MNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/MNIST_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.MNIST.html) | -| 47 | [torch.distributed.all\_gather\_into\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather_into_tensor) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html#all-gather) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather_into_tensor.html) | -| 48 | [torchvision.datasets.VOCDetection](https://pytorch.org/vision/main/generated/torchvision.datasets.VOCDetection.html) | [paddle.vision.datasets.VOC2012](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/VOC2012_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.VOCDetection.html) | -| 49 | [torch.Tensor.set_](https://pytorch.org/docs/stable/generated/torch.Tensor.set_.html) | [paddle.Tensor.set_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#set-source-none-shape-none-stride-none-offset-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.set_.html) | -| 50 | [torch.nn.RNN](https://pytorch.org/docs/stable/generated/torch.nn.RNN.html#torch.nn.RNN) | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.RNN.html) | -| 51 | [torch.distributed.scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter) | [paddle.distributed.scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.scatter.html) | -| 52 | [torch.distributed.gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.gather) | [paddle.distributed.gather](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/distributed/communication/gather.py#L20C71-L20C71) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.gather.html) | -| 53 | [torchvision.ops.roi_pool](https://pytorch.org/vision/main/generated/torchvision.ops.roi_pool.html) | [paddle.vision.ops.roi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_pool_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.ops.roi_pool.html) | -| 54 | [torch.nn.Linear](https://pytorch.org/docs/stable/generated/torch.nn.Linear.html?highlight=linear#torch.nn.Linear) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Linear.html) | -| 55 | [torch.distributed.optim.DistributedOptimizer](https://pytorch.org/docs/stable/distributed.optim.html) | [paddle.distributed.fleet.distributed_optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/fleet/Fleet_cn.html#cn-api-paddle-distributed-fleet-fleet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.optim.DistributedOptimizer.html) | -| 56 | [torch.nn.SyncBatchNorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html#torch.nn.SyncBatchNorm) | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.SyncBatchNorm.html) | -| 57 | [torch.rand](https://pytorch.org/docs/stable/generated/torch.rand.html?highlight=rand#torch.rand) | [paddle.rand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rand_cn.html#rand) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.rand.html) | -| 58 | [torch.Tensor.where](https://pytorch.org/docs/stable/generated/torch.Tensor.where.html#torch.Tensor.where) | [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/where_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.Tensor.where.html) | -| 59 | [torchvision.datasets.FashionMNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.FashionMNIST.html) | [paddle.vision.datasets.FashionMNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/FashionMNIST_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torchvision.datasets.FashionMNIST.html) | -| 60 | [torch.nn.InstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm1d.html#torch.nn.InstanceNorm1d) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.InstanceNorm1d.html) | -| 61 | [torch.distributed.reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce) | [paddle.distributed.reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.reduce.html) | -| 62 | [torch.nn.BatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm3d.html?highlight=torch%20nn%20batchnorm3d#torch.nn.BatchNorm3d) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm3d.html) | -| 63 | [torch.distributed.all\_to\_all\_single](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all_single) | [paddle.distributed.alltoall_single](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_single_cn.html#alltoall-single) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_to_all_single.html) | -| 64 | [torch.nn.Module.zero_grad](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.zero_grad) | [paddle.nn.Layer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#clear-gradients) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Module.zero_grad.html) | -| 65 | [torch.nn.GRU](https://pytorch.org/docs/stable/generated/torch.nn.GRU.html?highlight=torch%20nn%20gru#torch.nn.GRU) | [paddle.nn.GRU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRU_cn.html#gru) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.GRU.html) | -| 66 | [torch.distributed.all_gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.all_gather.html) | -| 67 | [torch.atleast_2d](https://pytorch.org/docs/stable/generated/torch.atleast_2d.html#torch-atleast-2d) | [paddle.atleast_2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_2d_cn.html#atleast_2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.atleast_2d.html) | -| 68 | [torch.distributed.reduce_scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.distributed.reduce_scatter.html) | -| 69 | [torch.nn.functional.linear](https://pytorch.org/docs/stable/generated/torch.nn.functional.linear.html?highlight=linear#torch.nn.functional.linear) | [paddle.nn.functional.linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/linear_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.linear.html) | +| 38 | [torch.optim.Optimizer.zero_grad](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.html) | [paddle.optimizer.Optimizer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#clear-grad) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.optim.Optimizer.zero_grad.html) | +| 39 | [torch.set\_rng\_state](https://pytorch.org/docs/stable/generated/torch.set_rng_state.html#torch.set_rng_state) | paddle.set_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.set_rng_state.html) | +| 40 | [torch.nn.AvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool3d.html?highlight=avgpool3d#torch.nn.AvgPool3d) | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool3d.html) | +| 41 | [torch.sparse.FloatTensor](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse.FloatTensor.html) | +| 42 | [torch.utils.data.TensorDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.TensorDataset) | [paddle.io.TensorDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/TensorDataset_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.utils.data.TensorDataset.html) | +| 43 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | [paddle.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/split_cn.html#split) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.split.html) | +| 44 | [torch.sparse\_coo\_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_coo_tensor.html?highlight=torch+sparse_coo_tensor#torch.sparse_coo_tensor) | [paddle.sparse.sparse\_coo\_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse_coo_tensor.html) | +| 45 | [torch.nn.AvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool1d.html?highlight=avgpool1d#torch.nn.AvgPool1d) | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool1d.html) | +| 46 | [torchvision.datasets.MNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.MNIST.html) | [paddle.vision.datasets.MNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/MNIST_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.MNIST.html) | +| 47 | [torch.distributed.all\_gather\_into\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather_into_tensor) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html#all-gather) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_into_tensor.html) | +| 48 | [torchvision.datasets.VOCDetection](https://pytorch.org/vision/main/generated/torchvision.datasets.VOCDetection.html) | [paddle.vision.datasets.VOC2012](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/VOC2012_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.VOCDetection.html) | +| 49 | [torch.Tensor.set_](https://pytorch.org/docs/stable/generated/torch.Tensor.set_.html) | [paddle.Tensor.set_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#set-source-none-shape-none-stride-none-offset-0-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.set_.html) | +| 50 | [torch.nn.RNN](https://pytorch.org/docs/stable/generated/torch.nn.RNN.html#torch.nn.RNN) | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.RNN.html) | +| 51 | [torch.distributed.scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter) | [paddle.distributed.scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.scatter.html) | +| 52 | [torch.distributed.gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.gather) | [paddle.distributed.gather](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/distributed/communication/gather.py#L20C71-L20C71) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.gather.html) | +| 53 | [torchvision.ops.roi_pool](https://pytorch.org/vision/main/generated/torchvision.ops.roi_pool.html) | [paddle.vision.ops.roi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_pool_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_pool.html) | +| 54 | [torch.nn.Linear](https://pytorch.org/docs/stable/generated/torch.nn.Linear.html?highlight=linear#torch.nn.Linear) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Linear.html) | +| 55 | [torch.distributed.optim.DistributedOptimizer](https://pytorch.org/docs/stable/distributed.optim.html) | [paddle.distributed.fleet.distributed_optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/fleet/Fleet_cn.html#cn-api-paddle-distributed-fleet-fleet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.optim.DistributedOptimizer.html) | +| 56 | [torch.nn.SyncBatchNorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html#torch.nn.SyncBatchNorm) | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.SyncBatchNorm.html) | +| 57 | [torch.rand](https://pytorch.org/docs/stable/generated/torch.rand.html?highlight=rand#torch.rand) | [paddle.rand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rand_cn.html#rand) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.rand.html) | +| 58 | [torch.Tensor.where](https://pytorch.org/docs/stable/generated/torch.Tensor.where.html#torch.Tensor.where) | [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/where_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.where.html) | +| 59 | [torchvision.datasets.FashionMNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.FashionMNIST.html) | [paddle.vision.datasets.FashionMNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/FashionMNIST_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.FashionMNIST.html) | +| 60 | [torch.nn.InstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm1d.html#torch.nn.InstanceNorm1d) | [paddle.nn.InstanceNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm1D_cn.html#instancenorm1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm1d.html) | +| 61 | [torch.distributed.reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce) | [paddle.distributed.reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce.html) | +| 62 | [torch.nn.BatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm3d.html?highlight=torch%20nn%20batchnorm3d#torch.nn.BatchNorm3d) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm3d.html) | +| 63 | [torch.distributed.all\_to\_all\_single](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all_single) | [paddle.distributed.alltoall_single](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_single_cn.html#alltoall-single) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all_single.html) | +| 64 | [torch.nn.Module.zero_grad](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.zero_grad) | [paddle.nn.Layer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#clear-gradients) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.zero_grad.html) | +| 65 | [torch.nn.GRU](https://pytorch.org/docs/stable/generated/torch.nn.GRU.html?highlight=torch%20nn%20gru#torch.nn.GRU) | [paddle.nn.GRU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRU_cn.html#gru) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.GRU.html) | +| 66 | [torch.distributed.all_gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather) | [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather.html) | +| 67 | [torch.atleast_2d](https://pytorch.org/docs/stable/generated/torch.atleast_2d.html#torch-atleast-2d) | [paddle.atleast_2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_2d_cn.html#atleast_2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_2d.html) | +| 68 | [torch.distributed.reduce_scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce_scatter.html) | +| 69 | [torch.nn.functional.linear](https://pytorch.org/docs/stable/generated/torch.nn.functional.linear.html?highlight=linear#torch.nn.functional.linear) | [paddle.nn.functional.linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/linear_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.linear.html) | ### 8. 输入参数类型不一致 **分类简介** @@ -1516,93 +1516,93 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.Tensor.cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.cuda.html#torch.Tensor.cuda) | [paddle.Tensor.cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cuda-device-id-none-blocking-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.cuda.html) | -| 2 | [torch.set\_default\_device](https://pytorch.org/docs/stable/generated/torch.set_default_device.html#torch-set-default-device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.set_default_device.html) | -| 3 | [torchvision.models.resnet50](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet50.html) | [paddle.vision.models.resnet50](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet50_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet50.html) | -| 4 | [torch.Tensor.remainder_](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder_.html?highlight=torch+tensor+remainder_#torch.Tensor.remainder_) | [paddle.Tensor.remainder_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.remainder_.html) | -| 5 | [torchvision.models.resnext101_64x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext101_64x4d.html) | [paddle.vision.models.resnext101_64x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext101_64x4d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnext101_64x4d.html) | -| 6 | [torch.cuda.device](https://pytorch.org/docs/stable/generated/torch.cuda.device.html#torch.cuda.device) | [paddle.device.\_convert\_to\_place](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/device/__init__.py#L174) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.device.html) | -| 7 | [torchvision.transforms.functional.rotate](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.rotate.html) | [paddle.vision.transforms.rotate](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/rotate_cn.html#cn-api-paddle-vision-transforms-rotate) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.rotate.html) | -| 8 | [torch.Tensor.remainder](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder.html?highlight=torch+tensor+remainder#torch.Tensor.remainder) | [paddle.Tensor.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#remainder-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.remainder.html) | -| 9 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le.html) | -| 10 | [torch.Tensor.floor_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide.html?highlight=floor_divide#torch.Tensor.floor_divide) | [paddle.Tensor.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#floor-divide-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.floor_divide.html) | -| 11 | [torch.nn.ReflectionPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad3d.html?highlight=pad#torch.nn.ReflectionPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad3d.html) | -| 12 | [torchvision.models.squeezenet1_1](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_1.html) | [paddle.vision.models.squeezenet1_1](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_1_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.squeezenet1_1.html) | +| 1 | [torch.Tensor.cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.cuda.html#torch.Tensor.cuda) | [paddle.Tensor.cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cuda-device-id-none-blocking-false) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.cuda.html) | +| 2 | [torch.set\_default\_device](https://pytorch.org/docs/stable/generated/torch.set_default_device.html#torch-set-default-device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_device.html) | +| 3 | [torchvision.models.resnet50](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet50.html) | [paddle.vision.models.resnet50](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet50_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet50.html) | +| 4 | [torch.Tensor.remainder_](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder_.html?highlight=torch+tensor+remainder_#torch.Tensor.remainder_) | [paddle.Tensor.remainder_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.remainder_.html) | +| 5 | [torchvision.models.resnext101_64x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext101_64x4d.html) | [paddle.vision.models.resnext101_64x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext101_64x4d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext101_64x4d.html) | +| 6 | [torch.cuda.device](https://pytorch.org/docs/stable/generated/torch.cuda.device.html#torch.cuda.device) | [paddle.device.\_convert\_to\_place](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/device/__init__.py#L174) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.device.html) | +| 7 | [torchvision.transforms.functional.rotate](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.rotate.html) | [paddle.vision.transforms.rotate](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/rotate_cn.html#cn-api-paddle-vision-transforms-rotate) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.rotate.html) | +| 8 | [torch.Tensor.remainder](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder.html?highlight=torch+tensor+remainder#torch.Tensor.remainder) | [paddle.Tensor.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#remainder-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.remainder.html) | +| 9 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le.html) | +| 10 | [torch.Tensor.floor_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide.html?highlight=floor_divide#torch.Tensor.floor_divide) | [paddle.Tensor.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#floor-divide-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide.html) | +| 11 | [torch.nn.ReflectionPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad3d.html?highlight=pad#torch.nn.ReflectionPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad3d.html) | +| 12 | [torchvision.models.squeezenet1_1](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_1.html) | [paddle.vision.models.squeezenet1_1](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_1_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_1.html) | | 13 | [torchvision.transforms.functional.resize](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.resize.html) | [paddle.vision.transforms.resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/resize_cn.html) | - | -| 14 | [torch.nn.Module.type](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.type) | [paddle.nn.Layer.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#astype-dtype-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.Module.type.html) | -| 15 | [torchvision.models.densenet161](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet161.html) | [paddle.vision.models.densenet161](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet161_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet161.html) | -| 16 | [torch.cuda.synchronize](https://pytorch.org/docs/stable/generated/torch.cuda.synchronize.html#torch.cuda.synchronize) | [paddle.device.synchronize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/synchronize_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.synchronize.html) | -| 17 | [torchvision.models.shufflenet\_v2\_x2\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x2_0.html) | [paddle.vision.models.shufflenet\_v2\_x2\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x2_0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x2_0.html) | -| 18 | [torchvision.models.inception_v3](https://pytorch.org/vision/main/models/generated/torchvision.models.inception_v3.html) | [paddle.vision.models.inception_v3](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/inception_v3_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.inception_v3.html) | -| 19 | [torch.Tensor.copysign](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign.html#torch.Tensor.copysign) | paddle.Tensor.copysign | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign.html) | -| 20 | [torch.Tensor.copysign_](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign_.html#torch.Tensor.copysign_) | paddle.Tensor.copysign_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.copysign_.html) | -| 21 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_device_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.set_device.html) | -| 22 | [torchvision.transforms.functional.affine](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.affine.html) | [paddle.vision.transforms.affine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/affine_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.affine.html) | -| 23 | [torchvision.models.alexnet](https://pytorch.org/vision/stable/models/generated/torchvision.models.alexnet.html) | [paddle.vision.models.alexnet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/alexnet_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.alexnet.html) | -| 24 | [torch.cartesian_prod](https://pytorch.org/docs/stable/generated/torch.cartesian_prod.html#torch-cartesian-prod) | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cartesian_prod.html) | -| 25 | [torch.broadcast_tensors](https://pytorch.org/docs/stable/generated/torch.broadcast_tensors.html?highlight=broadcast_tensors#torch.broadcast_tensors) | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.broadcast_tensors.html) | -| 26 | [torchvision.models.vgg16_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16_bn.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg16_bn.html) | -| 27 | [torchvision.models.shufflenet\_v2\_x0\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x0_5.html) | [paddle.vision.models.shufflenet\_v2\_x0\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x0_5_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x0_5.html) | -| 28 | [torch.Tensor.le_](https://pytorch.org/docs/stable/generated/torch.Tensor.le_.html) | paddle.Tensor.less_equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le_.html) | -| 29 | [torchvision.models.densenet169](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet169.html) | [paddle.vision.models.densenet169](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet169_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet169.html) | -| 30 | [torchvision.models.resnet18](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet18.html) | [paddle.vision.models.resnet18](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet18_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet18.html) | -| 31 | [torchvision.transforms.RandomRotation](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomRotation.html) | [paddle.vision.transforms.RandomRotation](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomRotation_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomRotation.html) | -| 32 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge.html) | -| 33 | [torch.Tensor.gt_](https://pytorch.org/docs/stable/generated/torch.Tensor.gt_.html) | paddle.Tensor.greater_than_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt_.html) | -| 34 | [torchvision.models.mobilenet\_v3\_small](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_small.html) | [paddle.vision.models.mobilenet\_v3\_small](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_small_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v3_small.html) | -| 35 | [torchvision.models.vgg11_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11_bn.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg11_bn.html) | -| 36 | [torchvision.transforms.RandomAffine](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomAffine.html) | [paddle.vision.transforms.RandomAffine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomAffine_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomAffine.html) | -| 37 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne.html) | -| 38 | [torchvision.models.vgg16](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg16.html) | -| 39 | [torch.Tensor.qr](https://pytorch.org/docs/stable/generated/torch.Tensor.qr.html?highlight=torch+tensor+qr#torch.Tensor.qr) | [paddle.Tensor.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.qr.html) | -| 40 | [torchvision.models.squeezenet1_0](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_0.html) | [paddle.vision.models.squeezenet1_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.squeezenet1_0.html) | -| 41 | [torchvision.transforms.RandomResizedCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomResizedCrop.html) | [paddle.vision.transforms.RandomResizedCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomResizedCrop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomResizedCrop.html) | -| 42 | [torch.nn.ReplicationPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad1d.html?highlight=pad#torch.nn.ReplicationPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad1d.html) | -| 43 | [torch.Tensor.floor\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide_.html) | paddle.Tensor.floor_divide_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.floor_divide_.html) | -| 44 | [torchvision.transforms.functional.perspective](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.perspective.html#perspective) | [paddle.vision.transforms.perspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/perspective_cn.html#cn-api-paddle-vision-transforms-perspective) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.functional.perspective.html) | -| 45 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream) | [paddle.device.current_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/current_stream_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.current_stream.html) | -| 46 | [torchvision.io.decode_jpeg](https://pytorch.org/vision/main/generated/torchvision.io.decode_jpeg.html) | [paddle.vision.ops.decode_jpeg](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/decode_jpeg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.io.decode_jpeg.html) | -| 47 | [torchvision.models.vgg19](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg19.html) | -| 48 | [torchvision.models.wide\_resnet101\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet101_2.html) | [paddle.vision.models.wide\_resnet101\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet101_2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.wide_resnet101_2.html) | -| 49 | [torch.block_diag](https://pytorch.org/docs/stable/generated/torch.block_diag.html#torch-block-diag) | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.block_diag.html) | -| 50 | [torch.le](https://pytorch.org/docs/stable/generated/torch.le.html) | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.le.html) | -| 51 | [torch.cuda.get\_device\_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties) | [paddle.device.cuda.get\_device\_properties](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_properties_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.get_device_properties.html) | -| 52 | [torchvision.models.shufflenet\_v2\_x1\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_5.html) | [paddle.vision.models.shufflenet\_v2\_x1\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_5_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x1_5.html) | -| 53 | [torch.nn.ReflectionPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad1d.html?highlight=pad#torch.nn.ReflectionPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad1d.html) | -| 54 | [torchvision.transforms.Resize](https://pytorch.org/vision/stable/generated/torchvision.transforms.Resize.html#torchvision.transforms.Resize) | [paddle.vision.transforms.Resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Resize__upper_cn.html#resize) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.Resize.html) | -| 55 | [torch.linalg.lu_solve](https://pytorch.org/docs/stable/generated/torch.linalg.lu_solve.html#torch.linalg.lu_solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.linalg.lu_solve.html) | -| 56 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt.html) | -| 57 | [torchvision.models.vgg13_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13_bn.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg13_bn.html) | -| 58 | [torch.Tensor.fmod_](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod_.html#torch.Tensor.fmod_) | paddle.Tensor.mod_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.fmod_.html) | -| 59 | [torchvision.models.densenet201](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet201.html) | [paddle.vision.models.densenet201](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet201_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet201.html) | -| 60 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt.html) | -| 61 | [torch.Tensor.slice_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.slice_scatter.html#torch-tensor-slice-scatter) | [paddle.Tensor.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#slice_scatter-value-axes-starts-ends-strides-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.slice_scatter.html) | -| 62 | [torchvision.models.shufflenet\_v2\_x1\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_0.html) | [paddle.vision.models.shufflenet\_v2\_x1\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.shufflenet_v2_x1_0.html) | -| 63 | [torch.Tensor.ge_](https://pytorch.org/docs/stable/ge_nerated/torch.Tensor.ge_.html) | paddle.Tensor.greater_equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge_.html) | -| 64 | [torchvision.models.resnet101](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet101.html) | [paddle.vision.models.resnet101](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet101_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet101.html) | -| 65 | [torch.nn.ReplicationPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad2d.html?highlight=pad#torch.nn.ReplicationPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad2d.html) | -| 66 | [torchvision.models.vgg13](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg13.html) | -| 67 | [torchvision.transforms.RandomPerspective](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomPerspective.html?highlight=randomperspective#torchvision.transforms.RandomPerspective) | [paddle.vision.transforms.RandomPerspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomPerspective_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.transforms.RandomPerspective.html) | -| 68 | [torch.set\_default\_tensor\_type](https://pytorch.org/docs/stable/generated/torch.set_default_tensor_type.html) | [paddle.set\_default\_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html#set-default-dtype) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.set_default_tensor_type.html) | -| 69 | [torch.Tensor.fmod](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod.html#torch.Tensor.fmod) | [paddle.Tensor.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mod-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.fmod.html) | -| 70 | [torch.Tensor.lt_](https://pytorch.org/docs/stable/generated/torch.Tensor.lt_.html) | paddle.Tensor.less_than_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt_.html) | -| 71 | [torchvision.models.vgg11](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg11.html) | -| 72 | [torchvision.models.vgg19_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19_bn.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.vgg19_bn.html) | -| 73 | [torch.nn.ReplicationPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad3d.html?highlight=pad#torch.nn.ReplicationPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReplicationPad3d.html) | -| 74 | [torchvision.models.resnet34](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet34.html) | [paddle.vision.models.resnet34](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet34_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet34.html) | -| 75 | [torch.nn.ReflectionPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad2d.html?highlight=pad#torch.nn.ReflectionPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.nn.ReflectionPad2d.html) | -| 76 | [torchvision.models.wide\_resnet50\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet50_2.html) | [paddle.vision.models.wide\_resnet50\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet50_2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.wide_resnet50_2.html) | -| 77 | [torchvision.models.googlenet](https://pytorch.org/vision/main/models/generated/torchvision.models.googlenet.html) | [paddle.vision.models.googlenet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/googlenet_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.googlenet.html) | -| 78 | [torchvision.models.resnext50_32x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext50_32x4d.html) | [paddle.vision.models.resnext50_32x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext50_32x4d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnext50_32x4d.html) | -| 79 | [torchvision.models.resnet152](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet152.html) | [paddle.vision.models.resnet152](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet152_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.resnet152.html) | -| 80 | [torchvision.models.mobilenet\_v3\_large](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_large.html) | [paddle.vision.models.mobilenet\_v3\_large](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_large_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v3_large.html) | -| 81 | [torch.Tensor.eq_](https://pytorch.org/docs/stable/generated/torch.Tensor.eq_.html) | paddle.Tensor.equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.eq_.html) | -| 82 | [torch.cpu.set_device](https://pytorch.org/docs/stable/generated/torch.cpu.set_device.html) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cpu.set_device.html) | -| 83 | [torch.distributed.reduce\_scatter\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter_tensor) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.distributed.reduce_scatter_tensor.html) | -| 84 | [torchvision.models.mobilenet_v2](https://pytorch.org/vision/stable/models/generated/torchvision.models.mobilenet_v2.html) | [paddle.vision.models.mobilenet_v2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.mobilenet_v2.html) | -| 85 | [torchvision.models.densenet121](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet121.html) | [paddle.vision.models.densenet121](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet121_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torchvision.models.densenet121.html) | -| 86 | [torch.Tensor.ne_](https://pytorch.org/docs/stable/generated/torch.Tensor.ne_.html) | paddle.Tensor.not_equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne_.html) | -| 87 | [torch.cuda.set\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state_all.html#torch.cuda.set_rng_state_all) | paddle.set_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cuda.set_rng_state_all.html) | +| 14 | [torch.nn.Module.type](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.type) | [paddle.nn.Layer.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#astype-dtype-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.Module.type.html) | +| 15 | [torchvision.models.densenet161](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet161.html) | [paddle.vision.models.densenet161](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet161_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet161.html) | +| 16 | [torch.cuda.synchronize](https://pytorch.org/docs/stable/generated/torch.cuda.synchronize.html#torch.cuda.synchronize) | [paddle.device.synchronize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/synchronize_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.synchronize.html) | +| 17 | [torchvision.models.shufflenet\_v2\_x2\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x2_0.html) | [paddle.vision.models.shufflenet\_v2\_x2\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x2_0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x2_0.html) | +| 18 | [torchvision.models.inception_v3](https://pytorch.org/vision/main/models/generated/torchvision.models.inception_v3.html) | [paddle.vision.models.inception_v3](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/inception_v3_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.inception_v3.html) | +| 19 | [torch.Tensor.copysign](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign.html#torch.Tensor.copysign) | paddle.Tensor.copysign | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign.html) | +| 20 | [torch.Tensor.copysign_](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign_.html#torch.Tensor.copysign_) | paddle.Tensor.copysign_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign_.html) | +| 21 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_device_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.set_device.html) | +| 22 | [torchvision.transforms.functional.affine](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.affine.html) | [paddle.vision.transforms.affine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/affine_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.affine.html) | +| 23 | [torchvision.models.alexnet](https://pytorch.org/vision/stable/models/generated/torchvision.models.alexnet.html) | [paddle.vision.models.alexnet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/alexnet_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.alexnet.html) | +| 24 | [torch.cartesian_prod](https://pytorch.org/docs/stable/generated/torch.cartesian_prod.html#torch-cartesian-prod) | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cartesian_prod.html) | +| 25 | [torch.broadcast_tensors](https://pytorch.org/docs/stable/generated/torch.broadcast_tensors.html?highlight=broadcast_tensors#torch.broadcast_tensors) | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.broadcast_tensors.html) | +| 26 | [torchvision.models.vgg16_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16_bn.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16_bn.html) | +| 27 | [torchvision.models.shufflenet\_v2\_x0\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x0_5.html) | [paddle.vision.models.shufflenet\_v2\_x0\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x0_5_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x0_5.html) | +| 28 | [torch.Tensor.le_](https://pytorch.org/docs/stable/generated/torch.Tensor.le_.html) | paddle.Tensor.less_equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le_.html) | +| 29 | [torchvision.models.densenet169](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet169.html) | [paddle.vision.models.densenet169](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet169_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet169.html) | +| 30 | [torchvision.models.resnet18](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet18.html) | [paddle.vision.models.resnet18](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet18_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet18.html) | +| 31 | [torchvision.transforms.RandomRotation](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomRotation.html) | [paddle.vision.transforms.RandomRotation](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomRotation_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomRotation.html) | +| 32 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge.html) | +| 33 | [torch.Tensor.gt_](https://pytorch.org/docs/stable/generated/torch.Tensor.gt_.html) | paddle.Tensor.greater_than_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt_.html) | +| 34 | [torchvision.models.mobilenet\_v3\_small](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_small.html) | [paddle.vision.models.mobilenet\_v3\_small](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_small_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_small.html) | +| 35 | [torchvision.models.vgg11_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11_bn.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11_bn.html) | +| 36 | [torchvision.transforms.RandomAffine](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomAffine.html) | [paddle.vision.transforms.RandomAffine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomAffine_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomAffine.html) | +| 37 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne.html) | +| 38 | [torchvision.models.vgg16](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16.html) | [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16.html) | +| 39 | [torch.Tensor.qr](https://pytorch.org/docs/stable/generated/torch.Tensor.qr.html?highlight=torch+tensor+qr#torch.Tensor.qr) | [paddle.Tensor.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/qr_cn.html#qr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.qr.html) | +| 40 | [torchvision.models.squeezenet1_0](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_0.html) | [paddle.vision.models.squeezenet1_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_0.html) | +| 41 | [torchvision.transforms.RandomResizedCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomResizedCrop.html) | [paddle.vision.transforms.RandomResizedCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomResizedCrop_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomResizedCrop.html) | +| 42 | [torch.nn.ReplicationPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad1d.html?highlight=pad#torch.nn.ReplicationPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad1d.html) | +| 43 | [torch.Tensor.floor\_divide\_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide_.html) | paddle.Tensor.floor_divide_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide_.html) | +| 44 | [torchvision.transforms.functional.perspective](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.perspective.html#perspective) | [paddle.vision.transforms.perspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/perspective_cn.html#cn-api-paddle-vision-transforms-perspective) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.perspective.html) | +| 45 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream) | [paddle.device.current_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/current_stream_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.current_stream.html) | +| 46 | [torchvision.io.decode_jpeg](https://pytorch.org/vision/main/generated/torchvision.io.decode_jpeg.html) | [paddle.vision.ops.decode_jpeg](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/decode_jpeg_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.io.decode_jpeg.html) | +| 47 | [torchvision.models.vgg19](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19.html) | +| 48 | [torchvision.models.wide\_resnet101\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet101_2.html) | [paddle.vision.models.wide\_resnet101\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet101_2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet101_2.html) | +| 49 | [torch.block_diag](https://pytorch.org/docs/stable/generated/torch.block_diag.html#torch-block-diag) | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.block_diag.html) | +| 50 | [torch.le](https://pytorch.org/docs/stable/generated/torch.le.html) | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.le.html) | +| 51 | [torch.cuda.get\_device\_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties) | [paddle.device.cuda.get\_device\_properties](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_properties_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.get_device_properties.html) | +| 52 | [torchvision.models.shufflenet\_v2\_x1\_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_5.html) | [paddle.vision.models.shufflenet\_v2\_x1\_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_5_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_5.html) | +| 53 | [torch.nn.ReflectionPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad1d.html?highlight=pad#torch.nn.ReflectionPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad1d.html) | +| 54 | [torchvision.transforms.Resize](https://pytorch.org/vision/stable/generated/torchvision.transforms.Resize.html#torchvision.transforms.Resize) | [paddle.vision.transforms.Resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Resize__upper_cn.html#resize) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.Resize.html) | +| 55 | [torch.linalg.lu_solve](https://pytorch.org/docs/stable/generated/torch.linalg.lu_solve.html#torch.linalg.lu_solve) | [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.linalg.lu_solve.html) | +| 56 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt.html) | +| 57 | [torchvision.models.vgg13_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13_bn.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13_bn.html) | +| 58 | [torch.Tensor.fmod_](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod_.html#torch.Tensor.fmod_) | paddle.Tensor.mod_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod_.html) | +| 59 | [torchvision.models.densenet201](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet201.html) | [paddle.vision.models.densenet201](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet201_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet201.html) | +| 60 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt.html) | +| 61 | [torch.Tensor.slice_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.slice_scatter.html#torch-tensor-slice-scatter) | [paddle.Tensor.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#slice_scatter-value-axes-starts-ends-strides-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.slice_scatter.html) | +| 62 | [torchvision.models.shufflenet\_v2\_x1\_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_0.html) | [paddle.vision.models.shufflenet\_v2\_x1\_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_0_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_0.html) | +| 63 | [torch.Tensor.ge_](https://pytorch.org/docs/stable/ge_nerated/torch.Tensor.ge_.html) | paddle.Tensor.greater_equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge_.html) | +| 64 | [torchvision.models.resnet101](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet101.html) | [paddle.vision.models.resnet101](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet101_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet101.html) | +| 65 | [torch.nn.ReplicationPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad2d.html?highlight=pad#torch.nn.ReplicationPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad2d.html) | +| 66 | [torchvision.models.vgg13](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13.html) | [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13.html) | +| 67 | [torchvision.transforms.RandomPerspective](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomPerspective.html?highlight=randomperspective#torchvision.transforms.RandomPerspective) | [paddle.vision.transforms.RandomPerspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomPerspective_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomPerspective.html) | +| 68 | [torch.set\_default\_tensor\_type](https://pytorch.org/docs/stable/generated/torch.set_default_tensor_type.html) | [paddle.set\_default\_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html#set-default-dtype) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_tensor_type.html) | +| 69 | [torch.Tensor.fmod](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod.html#torch.Tensor.fmod) | [paddle.Tensor.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mod-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod.html) | +| 70 | [torch.Tensor.lt_](https://pytorch.org/docs/stable/generated/torch.Tensor.lt_.html) | paddle.Tensor.less_than_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt_.html) | +| 71 | [torchvision.models.vgg11](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11.html) | [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11.html) | +| 72 | [torchvision.models.vgg19_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19_bn.html) | [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19_bn.html) | +| 73 | [torch.nn.ReplicationPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad3d.html?highlight=pad#torch.nn.ReplicationPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad3d.html) | +| 74 | [torchvision.models.resnet34](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet34.html) | [paddle.vision.models.resnet34](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet34_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet34.html) | +| 75 | [torch.nn.ReflectionPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad2d.html?highlight=pad#torch.nn.ReflectionPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad2d.html) | +| 76 | [torchvision.models.wide\_resnet50\_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet50_2.html) | [paddle.vision.models.wide\_resnet50\_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet50_2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet50_2.html) | +| 77 | [torchvision.models.googlenet](https://pytorch.org/vision/main/models/generated/torchvision.models.googlenet.html) | [paddle.vision.models.googlenet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/googlenet_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.googlenet.html) | +| 78 | [torchvision.models.resnext50_32x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext50_32x4d.html) | [paddle.vision.models.resnext50_32x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext50_32x4d_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext50_32x4d.html) | +| 79 | [torchvision.models.resnet152](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet152.html) | [paddle.vision.models.resnet152](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet152_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet152.html) | +| 80 | [torchvision.models.mobilenet\_v3\_large](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_large.html) | [paddle.vision.models.mobilenet\_v3\_large](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_large_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_large.html) | +| 81 | [torch.Tensor.eq_](https://pytorch.org/docs/stable/generated/torch.Tensor.eq_.html) | paddle.Tensor.equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.eq_.html) | +| 82 | [torch.cpu.set_device](https://pytorch.org/docs/stable/generated/torch.cpu.set_device.html) | [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cpu.set_device.html) | +| 83 | [torch.distributed.reduce\_scatter\_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter_tensor) | [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.distributed.reduce_scatter_tensor.html) | +| 84 | [torchvision.models.mobilenet_v2](https://pytorch.org/vision/stable/models/generated/torchvision.models.mobilenet_v2.html) | [paddle.vision.models.mobilenet_v2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v2_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v2.html) | +| 85 | [torchvision.models.densenet121](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet121.html) | [paddle.vision.models.densenet121](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet121_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet121.html) | +| 86 | [torch.Tensor.ne_](https://pytorch.org/docs/stable/generated/torch.Tensor.ne_.html) | paddle.Tensor.not_equal_ | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne_.html) | +| 87 | [torch.cuda.set\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state_all.html#torch.cuda.set_rng_state_all) | paddle.set_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.set_rng_state_all.html) | ### 9. 返回参数类型不一致 **分类简介** @@ -1614,35 +1614,35 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | [paddle.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#paddle.sort) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.sort.html) | -| 2 | [transformers.PreTrainedModel.generate](https://github.com/huggingface/transformers/blob/0fdea8607d7e01eb0e38a1ebeb7feee30a22f0cf/src/transformers/generation/utils.py#L1567) | [paddlenlp.transformers.PreTrainedModel.generate](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/generation/utils.py#L604) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedModel.generate.html) | -| 3 | [torch.Tensor.allclose](https://pytorch.org/docs/stable/generated/torch.Tensor.allclose.html) | [paddle.Tensor.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#allclose-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.allclose.html) | -| 4 | [torch.triangular_solve](https://pytorch.org/docs/stable/generated/torch.triangular_solve.html#torch.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.triangular_solve.html) | -| 5 | [torch.Tensor.histc](https://pytorch.org/docs/stable/generated/torch.Tensor.histc.html?highlight=torch+tensor+histc#torch.Tensor.histc) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.histc.html) | -| 6 | [torch.equal](https://pytorch.org/docs/stable/generated/torch.equal.html?highlight=equal#torch.equal) | [paddle.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/equal_all_cn.html#equal-all) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.equal.html) | -| 7 | [torch.slogdet](https://pytorch.org/docs/stable/generated/torch.slogdet.html?highlight=slogdet#torch.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.slogdet.html) | -| 8 | [torch.Tensor.equal](https://pytorch.org/docs/stable/generated/torch.Tensor.equal.html?highlight=equal#torch.Tensor.equal) | [paddle.Tensor.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-all-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.equal.html) | -| 9 | [torch.cuda.get\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state_all.html#torch.cuda.get_rng_state_all) | paddle.get_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.get_rng_state_all.html) | -| 10 | [transformers.PreTrainedTokenizer.encode](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer.encode) | [paddlenlp.transformers.PreTrainedTokenizer.encode](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/transformers/tokenizer_utils_base.py#L2369) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/transformers.PreTrainedTokenizer.encode.html) | -| 11 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | [paddle.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/min_cn.html#min) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.min.html) | -| 12 | [torch.nn.LSTMCell](https://pytorch.org/docs/stable/generated/torch.nn.LSTMCell.html#torch.nn.LSTMCell) | [paddle.nn.LSTMCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTMCell_cn.html#lstmcell) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.LSTMCell.html) | -| 13 | [torch.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.get_rng_state.html#torch.get_rng_state) | paddle.get_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.get_rng_state.html) | -| 14 | [torch.Tensor.min](https://pytorch.org/docs/stable/generated/torch.Tensor.min.html) | [paddle.Tensor.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#min-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.min.html) | -| 15 | [torch.cuda.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch-cuda-get-rng-state) | [paddle.get\_cuda\_rng\_state](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/get_cuda_rng_state_cn.html#get-cuda-rng-state) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.get_rng_state.html) | -| 16 | [torch.linalg.cholesky_ex](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky_ex.html) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.cholesky_ex.html) | -| 17 | [torch.Tensor.max](https://pytorch.org/docs/stable/generated/torch.Tensor.max.html) | [paddle.Tensor.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#max-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.max.html) | -| 18 | [torch.Tensor.triangular_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.triangular_solve.html#torch.Tensor.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.triangular_solve.html) | -| 19 | [torch.linalg.inv_ex](https://pytorch.org/docs/stable/generated/torch.linalg.inv_ex.html) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.inv_ex.html) | -| 20 | [torch.Tensor.sort](https://pytorch.org/docs/stable/generated/torch.Tensor.sort.html#torch-tensor-sort) | [paddle.Tensor.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#sort) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.sort.html) | -| 21 | [torch.cuda.manual_seed](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed.html#torch.cuda.manual_seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.cuda.manual_seed.html) | -| 22 | [torch.utils.data.default_collate](https://pytorch.org/docs/stable/data.html?highlight=default_collate#torch.utils.data.default_collate) | paddle.io.dataloader.collate.default_collate_fn | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.utils.data.default_collate.html) | -| 23 | [torch.nn.GRUCell](https://pytorch.org/docs/stable/generated/torch.nn.GRUCell.html#torch.nn.GRUCell) | [paddle.nn.GRUCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRUCell_cn.html#grucell) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.GRUCell.html) | -| 24 | [torch.sparse.sum](https://pytorch.org/docs/stable/generated/torch.sparse.sum.html?highlight=sparse+sum#torch.sparse.sum) | [paddle.sparse.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sum_cn.html#sum) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.sparse.sum.html) | -| 25 | [torch.histc](https://pytorch.org/docs/stable/generated/torch.histc.html#torch-histc) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html#histogram) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.histc.html) | -| 26 | [torch.nn.RNNCell](https://pytorch.org/docs/stable/generated/torch.nn.RNNCell.html#torch.nn.RNNCell) | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.RNNCell.html) | -| 27 | [torch.Tensor.slogdet](https://pytorch.org/docs/stable/generated/torch.Tensor.slogdet.html) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.Tensor.slogdet.html) | -| 28 | [torch.linalg.slogdet](https://pytorch.org/docs/stable/generated/torch.linalg.slogdet.html#torch.linalg.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.linalg.slogdet.html) | -| 29 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | [paddle.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/max_cn.html#max) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.max.html) | +| 1 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | [paddle.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#paddle.sort) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sort.html) | +| 2 | [transformers.PreTrainedModel.generate](https://github.com/huggingface/transformers/blob/0fdea8607d7e01eb0e38a1ebeb7feee30a22f0cf/src/transformers/generation/utils.py#L1567) | [paddlenlp.transformers.PreTrainedModel.generate](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/generation/utils.py#L604) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedModel.generate.html) | +| 3 | [torch.Tensor.allclose](https://pytorch.org/docs/stable/generated/torch.Tensor.allclose.html) | [paddle.Tensor.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#allclose-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.allclose.html) | +| 4 | [torch.triangular_solve](https://pytorch.org/docs/stable/generated/torch.triangular_solve.html#torch.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.triangular_solve.html) | +| 5 | [torch.Tensor.histc](https://pytorch.org/docs/stable/generated/torch.Tensor.histc.html?highlight=torch+tensor+histc#torch.Tensor.histc) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.histc.html) | +| 6 | [torch.equal](https://pytorch.org/docs/stable/generated/torch.equal.html?highlight=equal#torch.equal) | [paddle.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/equal_all_cn.html#equal-all) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.equal.html) | +| 7 | [torch.slogdet](https://pytorch.org/docs/stable/generated/torch.slogdet.html?highlight=slogdet#torch.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.slogdet.html) | +| 8 | [torch.Tensor.equal](https://pytorch.org/docs/stable/generated/torch.Tensor.equal.html?highlight=equal#torch.Tensor.equal) | [paddle.Tensor.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-all-y-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.equal.html) | +| 9 | [torch.cuda.get\_rng\_state\_all](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state_all.html#torch.cuda.get_rng_state_all) | paddle.get_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.get_rng_state_all.html) | +| 10 | [transformers.PreTrainedTokenizer.encode](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer.encode) | [paddlenlp.transformers.PreTrainedTokenizer.encode](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/transformers/tokenizer_utils_base.py#L2369) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedTokenizer.encode.html) | +| 11 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | [paddle.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/min_cn.html#min) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.min.html) | +| 12 | [torch.nn.LSTMCell](https://pytorch.org/docs/stable/generated/torch.nn.LSTMCell.html#torch.nn.LSTMCell) | [paddle.nn.LSTMCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTMCell_cn.html#lstmcell) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.LSTMCell.html) | +| 13 | [torch.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.get_rng_state.html#torch.get_rng_state) | paddle.get_rng_state | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.get_rng_state.html) | +| 14 | [torch.Tensor.min](https://pytorch.org/docs/stable/generated/torch.Tensor.min.html) | [paddle.Tensor.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#min-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.min.html) | +| 15 | [torch.cuda.get\_rng\_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch-cuda-get-rng-state) | [paddle.get\_cuda\_rng\_state](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/get_cuda_rng_state_cn.html#get-cuda-rng-state) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.get_rng_state.html) | +| 16 | [torch.linalg.cholesky_ex](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky_ex.html) | [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.cholesky_ex.html) | +| 17 | [torch.Tensor.max](https://pytorch.org/docs/stable/generated/torch.Tensor.max.html) | [paddle.Tensor.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#max-axis-none-keepdim-false-name-none) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.max.html) | +| 18 | [torch.Tensor.triangular_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.triangular_solve.html#torch.Tensor.triangular_solve) | [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.triangular_solve.html) | +| 19 | [torch.linalg.inv_ex](https://pytorch.org/docs/stable/generated/torch.linalg.inv_ex.html) | [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.inv_ex.html) | +| 20 | [torch.Tensor.sort](https://pytorch.org/docs/stable/generated/torch.Tensor.sort.html#torch-tensor-sort) | [paddle.Tensor.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#sort) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.sort.html) | +| 21 | [torch.cuda.manual_seed](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed.html#torch.cuda.manual_seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.manual_seed.html) | +| 22 | [torch.utils.data.default_collate](https://pytorch.org/docs/stable/data.html?highlight=default_collate#torch.utils.data.default_collate) | paddle.io.dataloader.collate.default_collate_fn | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.utils.data.default_collate.html) | +| 23 | [torch.nn.GRUCell](https://pytorch.org/docs/stable/generated/torch.nn.GRUCell.html#torch.nn.GRUCell) | [paddle.nn.GRUCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GRUCell_cn.html#grucell) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.GRUCell.html) | +| 24 | [torch.sparse.sum](https://pytorch.org/docs/stable/generated/torch.sparse.sum.html?highlight=sparse+sum#torch.sparse.sum) | [paddle.sparse.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sum_cn.html#sum) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sparse.sum.html) | +| 25 | [torch.histc](https://pytorch.org/docs/stable/generated/torch.histc.html#torch-histc) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html#histogram) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.histc.html) | +| 26 | [torch.nn.RNNCell](https://pytorch.org/docs/stable/generated/torch.nn.RNNCell.html#torch.nn.RNNCell) | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.RNNCell.html) | +| 27 | [torch.Tensor.slogdet](https://pytorch.org/docs/stable/generated/torch.Tensor.slogdet.html) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.slogdet.html) | +| 28 | [torch.linalg.slogdet](https://pytorch.org/docs/stable/generated/torch.linalg.slogdet.html#torch.linalg.slogdet) | [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.slogdet.html) | +| 29 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | [paddle.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/max_cn.html#max) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.max.html) | ### 10. 组合替代实现 **分类简介** @@ -1654,178 +1654,178 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.Tensor.select](https://pytorch.org/docs/stable/generated/torch.Tensor.select.html?highlight=select#torch.Tensor.select) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.select.html) | -| 2 | [torch.\_foreach\_round\_](https://pytorch.org/docs/stable/generated/torch._foreach_round_.html#torch-foreach-round) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_round_.html) | -| 3 | [torch.cuda.set\_per\_process\_memory\_fraction](https://pytorch.org/docs/stable/generated/torch.cuda.set_per_process_memory_fraction.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.set_per_process_memory_fraction.html) | -| 4 | [torch.Tensor.dim_order](https://pytorch.org/docs/stable/generated/torch.Tensor.dim_order.html?highlight=dim_order#torch.Tensor.dim_order) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.dim_order.html) | -| 5 | [torch.optim.lr_scheduler.LambdaLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LambdaLR.html) | [paddle.optimizer.lr.LambdaDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LambdaDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LambdaLR.html) | -| 6 | [torch.Tensor.is_signed](https://pytorch.org/docs/stable/generated/torch.Tensor.is_signed.html#torch.Tensor.is_signed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.is_signed.html) | -| 7 | [torch.Tensor.addcdiv](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv.html#torch.Tensor.addcdiv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcdiv.html) | +| 1 | [torch.Tensor.select](https://pytorch.org/docs/stable/generated/torch.Tensor.select.html?highlight=select#torch.Tensor.select) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.select.html) | +| 2 | [torch.\_foreach\_round\_](https://pytorch.org/docs/stable/generated/torch._foreach_round_.html#torch-foreach-round) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round_.html) | +| 3 | [torch.cuda.set\_per\_process\_memory\_fraction](https://pytorch.org/docs/stable/generated/torch.cuda.set_per_process_memory_fraction.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.set_per_process_memory_fraction.html) | +| 4 | [torch.Tensor.dim_order](https://pytorch.org/docs/stable/generated/torch.Tensor.dim_order.html?highlight=dim_order#torch.Tensor.dim_order) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.dim_order.html) | +| 5 | [torch.optim.lr_scheduler.LambdaLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LambdaLR.html) | [paddle.optimizer.lr.LambdaDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LambdaDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LambdaLR.html) | +| 6 | [torch.Tensor.is_signed](https://pytorch.org/docs/stable/generated/torch.Tensor.is_signed.html#torch.Tensor.is_signed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.is_signed.html) | +| 7 | [torch.Tensor.addcdiv](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv.html#torch.Tensor.addcdiv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv.html) | | 8 | [torch.Tensor.is_pinned](https://pytorch.org/docs/stable/generated/torch.Tensor.is_pinned.html?highlight=is_pinned#torch.Tensor.is_pinned) | - | - | -| 9 | [torch.nn.modules.module.register\_module\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_pre_hook.html) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.module.register_module_forward_pre_hook.html) | -| 10 | [torch.optim.lr_scheduler.MultiplicativeLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiplicativeLR.html) | [paddle.optimizer.lr.MultiplicativeDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiplicativeDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.MultiplicativeLR.html) | -| 11 | [torch.aminmax](https://pytorch.org/docs/stable/generated/torch.aminmax.html#torch.aminmax) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.aminmax.html) | -| 12 | [torch.seed](https://pytorch.org/docs/stable/generated/torch.seed.html#torch.seed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.seed.html) | -| 13 | [torch.nn.functional.softmin](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmin.html#torch.nn.functional.softmin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.functional.softmin.html) | -| 14 | [torch.\_foreach\_ceil\_](https://pytorch.org/docs/stable/generated/torch._foreach_ceil_.html#torch-foreach-ceil) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_ceil_.html) | -| 15 | [torch.\_foreach\_frac\_](https://pytorch.org/docs/stable/generated/torch._foreach_frac_.html#torch-foreach-frac) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_frac_.html) | -| 16 | [torch.\_foreach\_floor](https://pytorch.org/docs/stable/generated/torch._foreach_floor.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_floor.html) | -| 17 | [torch.set\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_interop_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.set_num_interop_threads.html) | -| 18 | [torch.logdet](https://pytorch.org/docs/stable/generated/torch.logdet.html#torch.logdet) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.logdet.html) | -| 19 | [torch.\_foreach\_tan](https://pytorch.org/docs/stable/generated/torch._foreach_tan.html#torch-foreach-tan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_tan.html) | -| 20 | [torch.\_foreach\_ceil](https://pytorch.org/docs/stable/generated/torch._foreach_ceil.html#torch-foreach-ceil) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_ceil.html) | -| 21 | [torch.nn.Module.get_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_buffer) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_buffer.html) | -| 22 | [torch.\_foreach\_atan\_](https://pytorch.org/docs/stable/generated/torch._foreach_atan_.html#torch-foreach-atan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_atan_.html) | -| 23 | [torch.narrow_copy](https://pytorch.org/docs/stable/generated/torch.narrow_copy.html#torch.narrow_copy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.narrow_copy.html) | -| 24 | [torch.Tensor.addcmul_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul_.html#torch-tensor-addcmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcmul_.html) | -| 25 | [torch.\_foreach\_log](https://pytorch.org/docs/stable/generated/torch._foreach_log.html#torch-foreach-log) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log.html) | -| 26 | [fairscale.nn.model\_parallel.initialize.model\_parallel\_is\_initialized](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L119) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.html) | -| 27 | [torch.optim.lr_scheduler.CyclicLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CyclicLR.html) | [paddle.optimizer.lr.CyclicLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CyclicLR_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CyclicLR.html) | -| 28 | [torch.optim.lr_scheduler.ReduceLROnPlateau](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ReduceLROnPlateau.html) | [paddle.optimizer.lr.ReduceOnPlateau](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ReduceOnPlateau_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ReduceLROnPlateau.html) | -| 29 | [torch.\_foreach\_sin](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sin.html#torch-foreach-sin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sin.html) | -| 30 | [torch.Tensor.narrow_copy](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow_copy.html#torch.Tensor.narrow_copy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.narrow_copy.html) | -| 31 | [torch.frombuffer](https://pytorch.org/docs/stable/generated/torch.frombuffer.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.frombuffer.html) | -| 32 | [torch.histogram](https://pytorch.org/docs/stable/generated/torch.histogram.html#torch.histogram) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.histogram.html) | -| 33 | [torch.\_foreach\_log10](https://pytorch.org/docs/stable/generated/torch._foreach_log10.html#torch-foreach-log10) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log10.html) | -| 34 | [torch.Tensor.addmv](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv.html#torch.Tensor.addmv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addmv.html) | -| 35 | [torch.\_foreach\_cos](https://pytorch.org/docs/stable/generated/torch._foreach_cos.html#torch-foreach-cos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cos.html) | -| 36 | [torch.linalg.lu](https://pytorch.org/docs/stable/generated/torch.linalg.lu.html?highlight=torch+linalg+lu#torch.linalg.lu) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.linalg.lu.html) | -| 37 | [torch.Tensor.erfc](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.erfc.html) | -| 38 | [torch.cuda.initial_seed](https://pytorch.org/docs/stable/generated/torch.cuda.initial_seed.html?highlight=torch+cuda+initial_seed#torch.cuda.initial_seed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.initial_seed.html) | -| 39 | [torch.Tensor.addbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm.html#torch.Tensor.addbmm) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addbmm.html) | -| 40 | [torch.optim.lr_scheduler.ConstantLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ConstantLR.html) | [paddle.optimizer.lr.PiecewiseDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/PiecewiseDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ConstantLR.html) | -| 41 | [torch.addcdiv](https://pytorch.org/docs/stable/generated/torch.addcdiv.html#torch.addcdiv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addcdiv.html) | -| 42 | [fairscale.nn.model\_parallel.initialize.initialize\_model\_parallel](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L41) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/fairscale.nn.model_parallel.initialize.initialize_model_parallel.html) | -| 43 | [torch.\_foreach\_erf\_](https://pytorch.org/docs/stable/generated/torch._foreach_erf_.html#torch-foreach-erf) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erf_.html) | -| 44 | [torch.var_mean](https://pytorch.org/docs/stable/generated/torch.var_mean.html?highlight=var_mean#torch.var_mean) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.var_mean.html) | -| 45 | [torch.optim.lr_scheduler.CosineAnnealingLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingLR.html) | [paddle.optimizer.lr.CosineAnnealingDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CosineAnnealingDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CosineAnnealingLR.html) | -| 46 | [torch.multiprocessing.cpu_count](https://github.com/pytorch/pytorch/blob/main/torch/multiprocessing/__init__.py) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.multiprocessing.cpu_count.html) | -| 47 | [torch.Tensor.xlogy_](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy_.html#torch.Tensor.xlogy_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.xlogy_.html) | -| 48 | os.environ.get | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/os.environ.get.html) | -| 49 | [torch.special.exp2](https://pytorch.org/docs/stable/special.html#torch.special.exp2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.exp2.html) | -| 50 | [torch.nn.modules.utils._ntuple](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L8) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.utils._ntuple.html) | -| 51 | [torch.nn.Softmin](https://pytorch.org/docs/stable/generated/torch.nn.Softmin.html#softmin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Softmin.html) | -| 52 | [torch.\_foreach\_sinh\_](https://pytorch.org/docs/stable/generated/torch._foreach_sinh_.html#torch-foreach-sinh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sinh_.html) | -| 53 | [torch.chain_matmul](https://pytorch.org/docs/stable/generated/torch.chain_matmul.html?highlight=chain_matmul#torch.chain_matmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.chain_matmul.html) | -| 54 | [torch.get\_num\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.get_num_threads.html) | -| 55 | setuptools.setup | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/setuptools.setup.html) | -| 56 | [torch.nn.Module.get_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_parameter) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_parameter.html) | -| 57 | [torch.Tensor.aminmax](https://pytorch.org/docs/stable/generated/torch.Tensor.aminmax.html#torch.Tensor.aminmax) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.aminmax.html) | -| 58 | [torch.set\_num\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.set_num_threads.html) | -| 59 | [torch.testing.make_tensor](https://pytorch.org/docs/stable/testing.html#torch.testing.make_tensor) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.make_tensor.html) | -| 60 | [torch.adjoint](https://pytorch.org/docs/stable/generated/torch.adjoint.html#torch.adjoint) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.adjoint.html) | -| 61 | [torch.testing.assert_close](https://pytorch.org/docs/stable/testing.html?highlight=assert_close#torch.testing.assert_close) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.assert_close.html) | -| 62 | [torch.Tensor.mH](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mH) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.mH.html) | -| 63 | [torch.distributions.transforms.PositiveDefiniteTransform](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.transforms) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.distributions.transforms.PositiveDefiniteTransform.html) | -| 64 | [torch.\_foreach\_expm1\_](https://pytorch.org/docs/stable/generated/torch._foreach_expm1_.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_expm1_.html) | -| 65 | [torch.nn.Module.get_submodule](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_submodule) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.Module.get_submodule.html) | -| 66 | [torch.std_mean](https://pytorch.org/docs/stable/generated/torch.std_mean.html?highlight=std_mean#torch.std_mean) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.std_mean.html) | -| 67 | [torch.addcmul](https://pytorch.org/docs/stable/generated/torch.addcmul.html#torch.addcmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addcmul.html) | -| 68 | [torch.Tensor.xlogy](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy.html#torch.Tensor.xlogy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.xlogy.html) | -| 69 | [torch.Tensor.histogram](https://pytorch.org/docs/stable/generated/torch.Tensor.histogram.html#torch.Tensor.histogram) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.histogram.html) | -| 70 | [torch.Tensor.addr](https://pytorch.org/docs/stable/generated/torch.Tensor.addr.html#torch.Tensor.addr) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addr.html) | -| 71 | [torch.\_foreach\_acos\_](https://pytorch.org/docs/stable/generated/torch._foreach_acos_.html#torch-foreach-acos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_acos_.html) | -| 72 | [torch.\_foreach\_reciprocal](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal.html#torch-foreach-reciprocal) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_reciprocal.html) | -| 73 | [torch.addmv](https://pytorch.org/docs/stable/generated/torch.addmv.html?highlight=addmv#torch.addmv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addmv.html) | -| 74 | [torch.\_foreach\_sigmoid](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid.html#torch-foreach-sigmoid) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sigmoid.html) | -| 75 | [torch.Tensor.reshape_as](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape_as.html#torch.Tensor.reshape_as) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.reshape_as.html) | -| 76 | [torch.\_foreach\_exp](https://pytorch.org/docs/stable/generated/torch._foreach_exp.html#torch-foreach-exp) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_exp.html) | -| 77 | [torch.Generator](https://pytorch.org/docs/stable/generated/torch.Generator.html#generator) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Generator.html) | -| 78 | [torch.inference_mode](https://pytorch.org/docs/stable/generated/torch.inference_mode.html#torch.inference_mode) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.inference_mode.html) | -| 79 | [torch.Tensor.float\_power\_](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power_.html#torch.Tensor.float_power_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.float_power_.html) | -| 80 | [torch._assert](https://pytorch.org/docs/stable/generated/torch._assert.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._assert.html) | -| 81 | [torch.\_foreach\_cosh](https://pytorch.org/docs/stable/generated/torch._foreach_cosh.html#torch-foreach-cosh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cosh.html) | -| 82 | [torch.\_foreach\_log2](https://pytorch.org/docs/stable/generated/torch._foreach_log2.html#torch-foreach-log2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log2.html) | -| 83 | [torch.\_foreach\_asin](https://pytorch.org/docs/stable/generated/torch._foreach_asin.html#torch-foreach-asin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_asin.html) | -| 84 | [torch.backends.cudnn.is_available](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cudnn.is_available) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.backends.cudnn.is_available.html) | -| 85 | [torch.autograd.Variable](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.autograd.Variable.html) | -| 86 | [torch.special.xlogy](https://pytorch.org/docs/stable/special.html#torch.special.xlogy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlogy.html) | -| 87 | [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.device.html) | -| 88 | [torch.special.expit](https://pytorch.org/docs/stable/special.html#torch.special.expit) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.expit.html) | -| 89 | [torch.Tensor.addr_](https://pytorch.org/docs/stable/generated/torch.Tensor.addr_.html#torch.Tensor.addr_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addr_.html) | -| 90 | [torch.\_foreach\_erf](https://pytorch.org/docs/stable/generated/torch._foreach_erf.html#torch-foreach-erf) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erf.html) | -| 91 | [torch.\_foreach\_cosh\_](https://pytorch.org/docs/stable/generated/torch._foreach_cosh_.html#torch-foreach-cosh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cosh_.html) | -| 92 | [torch.\_foreach\_log1p\_](https://pytorch.org/docs/stable/generated/torch._foreach_log1p_.html#torch-foreach-log1p) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log1p_.html) | -| 93 | [torch.\_foreach\_sqrt](https://pytorch.org/docs/stable/generated/torch._foreach_sqrt.html#torch-foreach-sqrt) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sqrt.html) | -| 94 | [torch.nn.modules.module.register\_module\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_hook.html) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.module.register_module_forward_hook.html) | -| 95 | [torch.detach](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.detach.html) | -| 96 | [torch.\_foreach\_acos](https://pytorch.org/docs/stable/generated/torch._foreach_acos.html#torch-foreach-acos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_acos.html) | -| 97 | [torch.index_copy](https://pytorch.org/docs/stable/generated/torch.index_copy.html#torch.index_copy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.index_copy.html) | -| 98 | [torch.Tensor.erfc_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc_.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.erfc_.html) | -| 99 | [torch.\_foreach\_lgamma\_](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma_.html#torch-foreach-lgamma) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_lgamma_.html) | -| 100 | [transformers.PreTrainedModel.get\_head\_mask](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.modeling_utils.ModuleUtilsMixin.get_head_mask) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.get_head_mask.html) | -| 101 | [torch.\_foreach\_floor\_](https://pytorch.org/docs/stable/generated/torch._foreach_floor_.html#torch-foreach-floor) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_floor_.html) | -| 102 | [torch.nn.functional.\_Reduction.get\_enum](https://github.com/pytorch/pytorch/blob/3045b16488f14c9d941d33d63417e6ea52fb2544/torch/nn/_reduction.py#L7) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.functional._Reduction.get_enum.html) | -| 103 | [torch.\_foreach\_sqrt\_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sqrt_.html#torch-foreach-sqrt) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sqrt_.html) | -| 104 | [torch.\_foreach\_zero\_](https://pytorch.org/docs/stable/generated/torch._foreach_zero_.html#torch-foreach-zero) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_zero_.html) | -| 105 | [torch.\_foreach\_erfc](https://pytorch.org/docs/stable/generated/torch._foreach_erfc.html#torch-foreach-erfc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erfc.html) | -| 106 | [torch.\_foreach\_abs](https://pytorch.org/docs/stable/generated/torch._foreach_abs.html#torch-foreach-abs) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_abs.html) | -| 107 | [torch.optim.lr_scheduler.CosineAnnealingWarmRestarts](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html) | [paddle.optimizer.lr.CosineAnnealingWarmRestarts](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/optimizer/lr.py#L2371) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html) | -| 108 | [torch.\_foreach\_cos\_](https://pytorch.org/docs/stable/generated/torch._foreach_cos_.html#torch-foreach-cos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_cos_.html) | -| 109 | [torch.Tensor.addmv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv_.html#torch.Tensor.addmv_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addmv_.html) | -| 110 | [torch.Tensor.float_power](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power.html#torch.Tensor.float_power) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.float_power.html) | -| 111 | [torch.addr](https://pytorch.org/docs/stable/generated/torch.addr.html?highlight=addr#torch.addr) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addr.html) | -| 112 | [torch.\_foreach\_sin\_](https://pytorch.org/docs/stable/generated/torch._foreach_sin_.html#torch-foreach-sin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sin_.html) | -| 113 | [torch.Tensor.nbytes](https://pytorch.org/docs/stable/generated/torch.Tensor.nbytes.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.nbytes.html) | -| 114 | [torch.special.ndtr](https://pytorch.org/docs/stable/special.html#torch.special.ndtr) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.ndtr.html) | -| 115 | [flash\_attn.layers.rotary.apply\_rotary\_emb\_func](https://github.com/Dao-AILab/flash-attention/blob/c4b9015d74bd9f638c6fd574482accf4bbbd4197/flash_attn/layers/rotary.py#L128) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/flash_attn.layers.rotary.apply_rotary_emb_func.html) | -| 116 | [torch.addbmm](https://pytorch.org/docs/stable/generated/torch.addbmm.html#torch.addbmm) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.addbmm.html) | -| 117 | [torch.\_foreach\_exp\_](https://pytorch.org/docs/stable/generated/torch._foreach_exp_.html#torch._foreach_exp_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_exp_.html) | -| 118 | [torch.initial_seed](https://pytorch.org/docs/stable/generated/torch.initial_seed.html?highlight=initial_seed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.initial_seed.html) | -| 119 | [torch.\_foreach\_neg\_](https://pytorch.org/docs/stable/generated/torch._foreach_neg_.html#torch-foreach-neg) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_neg_.html) | -| 120 | [torch.optim.lr_scheduler.LRScheduler](https://docs.pytorch.org/docs/2.7/generated/torch.optim.lr_scheduler.LRScheduler.html#torch.optim.lr_scheduler.LRScheduler) | [paddle.optimizer.lr.LRScheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LRScheduler_cn.html#lrscheduler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LRScheduler.html) | -| 121 | [torch.can_cast](https://pytorch.org/docs/stable/generated/torch.can_cast.html#torch-can-cast) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.can_cast.html) | -| 122 | [torch.\_foreach\_asin\_](https://pytorch.org/docs/stable/generated/torch._foreach_asin_.html#torch-foreach-asin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_asin_.html) | -| 123 | [torch.\_foreach\_abs\_](https://pytorch.org/docs/stable/generated/torch._foreach_abs_.html#torch-foreach-abs) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_abs_.html) | -| 124 | [torch.\_foreach\_atan](https://pytorch.org/docs/stable/generated/torch._foreach_atan.html#torch-foreach-atan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_atan.html) | -| 125 | [torch.\_foreach\_trunc](https://pytorch.org/docs/stable/generated/torch._foreach_trunc.html#torch-foreach-trunc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_trunc.html) | -| 126 | [torch.Tensor.adjoint](https://pytorch.org/docs/stable/generated/torch.Tensor.adjoint.html#torch.Tensor.adjoint) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.adjoint.html) | -| 127 | [torch.optim.lr_scheduler.StepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.StepLR.html) | [paddle.optimizer.lr.StepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/StepDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.StepLR.html) | -| 128 | [torch.Tensor.addbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm_.html#torch.Tensor.addbmm_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addbmm_.html) | -| 129 | [torch.\_foreach\_sinh](https://pytorch.org/docs/stable/generated/torch._foreach_sinh.html#torch-foreach-sinh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sinh.html) | -| 130 | [torch.\_foreach\_sigmoid\_](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid_.html#torch-foreach-sigmoid) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_sigmoid_.html) | -| 131 | [transformers.PreTrainedModel](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel) | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.html) | -| 132 | [torch.\_foreach\_frac](https://pytorch.org/docs/stable/generated/torch._foreach_frac.html#torch-foreach-frac) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_frac.html) | -| 133 | [torch.optim.lr_scheduler.MultiStepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiStepLR.html) | [paddle.optimizer.lr.MultiStepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiStepDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.MultiStepLR.html) | -| 134 | [torch.Tensor.requires\_grad\_](https://pytorch.org/docs/stable/generated/torch.Tensor.requires_grad_.html?highlight=requires_grad_#torch.Tensor.requires_grad_) | [paddle.Tensor.stop_gradient](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#stop-gradient) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.requires_grad_.html) | -| 135 | [torch.special.xlog1py](https://pytorch.org/docs/stable/special.html#torch.special.xlog1py) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlog1py.html) | -| 136 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch-cuda-is-available) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.cuda.is_available.html) | -| 137 | [torch.\_foreach\_lgamma](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma.html#torch-foreach-lgamma) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_lgamma.html) | -| 138 | [torch.nn.modules.utils._pair](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L198) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.nn.modules.utils._pair.html) | -| 139 | [torch.\_foreach\_log2\_](https://pytorch.org/docs/stable/generated/torch._foreach_log2_.html#torch-foreach-log2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log2_.html) | -| 140 | [torch.special.erfc](https://pytorch.org/docs/stable/special.html#torch.special.erfc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfc.html) | -| 141 | [torch.\_foreach\_neg](https://pytorch.org/docs/stable/generated/torch._foreach_neg.html#torch-foreach-neg) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_neg.html) | -| 142 | [torch.testing.assert_allclose](https://pytorch.org/docs/stable/testing.html?highlight=torch+testing+assert_allclose#torch.testing.assert_allclose) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.testing.assert_allclose.html) | -| 143 | [torch.Tensor.resize\_as\_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_as_.html?highlight=resize_as#torch.Tensor.resize_as_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.resize_as_.html) | -| 144 | [torch.select](https://pytorch.org/docs/stable/generated/torch.select.html#torch.select) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.select.html) | -| 145 | [torch.utils.set_module](https://docs.pytorch.org/docs/stable/generated/torch.utils.set_module.html#torch-utils-set-module) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.utils.set_module.html) | -| 146 | [torch.logaddexp2](https://pytorch.org/docs/stable/generated/torch.logaddexp2.html#torch.logaddexp2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.logaddexp2.html) | -| 147 | [torch.Tensor.logdet](https://pytorch.org/docs/stable/generated/torch.Tensor.logdet.html#torch.Tensor.logdet) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.logdet.html) | -| 148 | [torch.optim.lr_scheduler.ExponentialLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ExponentialLR.html) | [paddle.optimizer.lr.ExponentialDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ExponentialDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.ExponentialLR.html) | -| 149 | [torch.\_foreach\_log1p](https://pytorch.org/docs/stable/generated/torch._foreach_log1p.html#torch-foreach-log1p) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log1p.html) | -| 150 | [torch.is_nonzero](https://pytorch.org/docs/stable/generated/torch.is_nonzero.html#torch.is_nonzero) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.is_nonzero.html) | -| 151 | [torch.Tensor.logaddexp2](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp2.html#torch.Tensor.logaddexp2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.logaddexp2.html) | -| 152 | [torch.Tensor.addcmul](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul.html#torch.Tensor.addcmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcmul.html) | -| 153 | [torch.\_foreach\_tan\_](https://pytorch.org/docs/stable/generated/torch._foreach_tan_.html#torch-foreach-tan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_tan_.html) | -| 154 | [torch.\_foreach\_log10\_](https://pytorch.org/docs/stable/generated/torch._foreach_log10_.html#torch-foreach-log10) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log10_.html) | -| 155 | [torch.\_foreach\_trunc\_](https://pytorch.org/docs/stable/generated/torch._foreach_trunc_.html#torch-foreach-trunc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_trunc_.html) | -| 156 | [torch.get\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_interop_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.get_num_interop_threads.html) | -| 157 | [transformers.logging.get_logger](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/utils/logging.py#L147) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.html) | -| 158 | [torch.\_foreach\_log\_](https://pytorch.org/docs/stable/generated/torch._foreach_log_.html#torch-foreach-log) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_log_.html) | -| 159 | [torch.special.erfcx](https://pytorch.org/docs/stable/special.html#torch.special.erfcx) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfcx.html) | -| 160 | [torch.optim.lr_scheduler.OneCycleLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.OneCycleLR.html) | [paddle.optimizer.lr.OneCycleLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/OneCycleLR_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.OneCycleLR.html) | -| 161 | [torch.\_foreach\_erfc\_](https://pytorch.org/docs/stable/generated/torch._foreach_erfc_.html#torch-foreach-erfc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_erfc_.html) | -| 162 | [torch.\_foreach\_expm1](https://pytorch.org/docs/stable/generated/torch._foreach_expm1.html#torch-foreach-expm1) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_expm1.html) | -| 163 | [torch.Tensor.index\_copy\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_copy_.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.index_copy_.html) | -| 164 | [torch.Tensor.H](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.H) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.H.html) | -| 165 | [torch.\_foreach\_round](https://pytorch.org/docs/stable/generated/torch._foreach_round.html#torch-foreach-round) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_round.html) | -| 166 | [torch.optim.lr_scheduler.LinearLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LinearLR.html) | [paddle.optimizer.lr.LinearLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LinearLR_cn.html#linearlr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.optim.lr_scheduler.LinearLR.html) | -| 167 | [torch.\_foreach\_reciprocal\_](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal_.html#torch-foreach-reciprocal) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch._foreach_reciprocal_.html) | -| 168 | [torch.float_power](https://pytorch.org/docs/stable/generated/torch.float_power.html#torch-float-power) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.float_power.html) | -| 169 | [torch.Tensor.addcdiv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv_.html#torch.Tensor.addcdiv_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.Tensor.addcdiv_.html) | -| 170 | [torch.distributed.Backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.Backend) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.distributed.Backend.html) | -| 171 | [torch.special.ndtri](https://pytorch.org/docs/stable/special.html#torch.special.ndtri) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.ndtri.html) | -| 172 | [transformers.PreTrainedModel.post_init](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel.post_init) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.post_init.html) | +| 9 | [torch.nn.modules.module.register\_module\_forward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_pre_hook.html) | [paddle.nn.Layer.register\_forward\_pre\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_pre_hook.html) | +| 10 | [torch.optim.lr_scheduler.MultiplicativeLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiplicativeLR.html) | [paddle.optimizer.lr.MultiplicativeDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiplicativeDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiplicativeLR.html) | +| 11 | [torch.aminmax](https://pytorch.org/docs/stable/generated/torch.aminmax.html#torch.aminmax) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.aminmax.html) | +| 12 | [torch.seed](https://pytorch.org/docs/stable/generated/torch.seed.html#torch.seed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.seed.html) | +| 13 | [torch.nn.functional.softmin](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmin.html#torch.nn.functional.softmin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional.softmin.html) | +| 14 | [torch.\_foreach\_ceil\_](https://pytorch.org/docs/stable/generated/torch._foreach_ceil_.html#torch-foreach-ceil) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil_.html) | +| 15 | [torch.\_foreach\_frac\_](https://pytorch.org/docs/stable/generated/torch._foreach_frac_.html#torch-foreach-frac) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac_.html) | +| 16 | [torch.\_foreach\_floor](https://pytorch.org/docs/stable/generated/torch._foreach_floor.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor.html) | +| 17 | [torch.set\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_interop_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_interop_threads.html) | +| 18 | [torch.logdet](https://pytorch.org/docs/stable/generated/torch.logdet.html#torch.logdet) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logdet.html) | +| 19 | [torch.\_foreach\_tan](https://pytorch.org/docs/stable/generated/torch._foreach_tan.html#torch-foreach-tan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan.html) | +| 20 | [torch.\_foreach\_ceil](https://pytorch.org/docs/stable/generated/torch._foreach_ceil.html#torch-foreach-ceil) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil.html) | +| 21 | [torch.nn.Module.get_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_buffer) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_buffer.html) | +| 22 | [torch.\_foreach\_atan\_](https://pytorch.org/docs/stable/generated/torch._foreach_atan_.html#torch-foreach-atan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan_.html) | +| 23 | [torch.narrow_copy](https://pytorch.org/docs/stable/generated/torch.narrow_copy.html#torch.narrow_copy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.narrow_copy.html) | +| 24 | [torch.Tensor.addcmul_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul_.html#torch-tensor-addcmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul_.html) | +| 25 | [torch.\_foreach\_log](https://pytorch.org/docs/stable/generated/torch._foreach_log.html#torch-foreach-log) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log.html) | +| 26 | [fairscale.nn.model\_parallel.initialize.model\_parallel\_is\_initialized](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L119) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.html) | +| 27 | [torch.optim.lr_scheduler.CyclicLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CyclicLR.html) | [paddle.optimizer.lr.CyclicLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CyclicLR_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CyclicLR.html) | +| 28 | [torch.optim.lr_scheduler.ReduceLROnPlateau](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ReduceLROnPlateau.html) | [paddle.optimizer.lr.ReduceOnPlateau](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ReduceOnPlateau_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ReduceLROnPlateau.html) | +| 29 | [torch.\_foreach\_sin](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sin.html#torch-foreach-sin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin.html) | +| 30 | [torch.Tensor.narrow_copy](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow_copy.html#torch.Tensor.narrow_copy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.narrow_copy.html) | +| 31 | [torch.frombuffer](https://pytorch.org/docs/stable/generated/torch.frombuffer.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.frombuffer.html) | +| 32 | [torch.histogram](https://pytorch.org/docs/stable/generated/torch.histogram.html#torch.histogram) | [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.histogram.html) | +| 33 | [torch.\_foreach\_log10](https://pytorch.org/docs/stable/generated/torch._foreach_log10.html#torch-foreach-log10) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10.html) | +| 34 | [torch.Tensor.addmv](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv.html#torch.Tensor.addmv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv.html) | +| 35 | [torch.\_foreach\_cos](https://pytorch.org/docs/stable/generated/torch._foreach_cos.html#torch-foreach-cos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos.html) | +| 36 | [torch.linalg.lu](https://pytorch.org/docs/stable/generated/torch.linalg.lu.html?highlight=torch+linalg+lu#torch.linalg.lu) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.linalg.lu.html) | +| 37 | [torch.Tensor.erfc](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc.html) | +| 38 | [torch.cuda.initial_seed](https://pytorch.org/docs/stable/generated/torch.cuda.initial_seed.html?highlight=torch+cuda+initial_seed#torch.cuda.initial_seed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.initial_seed.html) | +| 39 | [torch.Tensor.addbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm.html#torch.Tensor.addbmm) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm.html) | +| 40 | [torch.optim.lr_scheduler.ConstantLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ConstantLR.html) | [paddle.optimizer.lr.PiecewiseDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/PiecewiseDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ConstantLR.html) | +| 41 | [torch.addcdiv](https://pytorch.org/docs/stable/generated/torch.addcdiv.html#torch.addcdiv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcdiv.html) | +| 42 | [fairscale.nn.model\_parallel.initialize.initialize\_model\_parallel](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L41) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.initialize_model_parallel.html) | +| 43 | [torch.\_foreach\_erf\_](https://pytorch.org/docs/stable/generated/torch._foreach_erf_.html#torch-foreach-erf) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf_.html) | +| 44 | [torch.var_mean](https://pytorch.org/docs/stable/generated/torch.var_mean.html?highlight=var_mean#torch.var_mean) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.var_mean.html) | +| 45 | [torch.optim.lr_scheduler.CosineAnnealingLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingLR.html) | [paddle.optimizer.lr.CosineAnnealingDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CosineAnnealingDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingLR.html) | +| 46 | [torch.multiprocessing.cpu_count](https://github.com/pytorch/pytorch/blob/main/torch/multiprocessing/__init__.py) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.multiprocessing.cpu_count.html) | +| 47 | [torch.Tensor.xlogy_](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy_.html#torch.Tensor.xlogy_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy_.html) | +| 48 | os.environ.get | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/os.environ.get.html) | +| 49 | [torch.special.exp2](https://pytorch.org/docs/stable/special.html#torch.special.exp2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.exp2.html) | +| 50 | [torch.nn.modules.utils._ntuple](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L8) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._ntuple.html) | +| 51 | [torch.nn.Softmin](https://pytorch.org/docs/stable/generated/torch.nn.Softmin.html#softmin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Softmin.html) | +| 52 | [torch.\_foreach\_sinh\_](https://pytorch.org/docs/stable/generated/torch._foreach_sinh_.html#torch-foreach-sinh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh_.html) | +| 53 | [torch.chain_matmul](https://pytorch.org/docs/stable/generated/torch.chain_matmul.html?highlight=chain_matmul#torch.chain_matmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.chain_matmul.html) | +| 54 | [torch.get\_num\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_threads.html) | +| 55 | setuptools.setup | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/setuptools.setup.html) | +| 56 | [torch.nn.Module.get_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_parameter) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_parameter.html) | +| 57 | [torch.Tensor.aminmax](https://pytorch.org/docs/stable/generated/torch.Tensor.aminmax.html#torch.Tensor.aminmax) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.aminmax.html) | +| 58 | [torch.set\_num\_threads](https://pytorch.org/docs/stable/generated/torch.set_num_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_threads.html) | +| 59 | [torch.testing.make_tensor](https://pytorch.org/docs/stable/testing.html#torch.testing.make_tensor) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.make_tensor.html) | +| 60 | [torch.adjoint](https://pytorch.org/docs/stable/generated/torch.adjoint.html#torch.adjoint) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.adjoint.html) | +| 61 | [torch.testing.assert_close](https://pytorch.org/docs/stable/testing.html?highlight=assert_close#torch.testing.assert_close) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_close.html) | +| 62 | [torch.Tensor.mH](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mH) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.mH.html) | +| 63 | [torch.distributions.transforms.PositiveDefiniteTransform](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.transforms) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributions.transforms.PositiveDefiniteTransform.html) | +| 64 | [torch.\_foreach\_expm1\_](https://pytorch.org/docs/stable/generated/torch._foreach_expm1_.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1_.html) | +| 65 | [torch.nn.Module.get_submodule](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_submodule) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_submodule.html) | +| 66 | [torch.std_mean](https://pytorch.org/docs/stable/generated/torch.std_mean.html?highlight=std_mean#torch.std_mean) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.std_mean.html) | +| 67 | [torch.addcmul](https://pytorch.org/docs/stable/generated/torch.addcmul.html#torch.addcmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcmul.html) | +| 68 | [torch.Tensor.xlogy](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy.html#torch.Tensor.xlogy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy.html) | +| 69 | [torch.Tensor.histogram](https://pytorch.org/docs/stable/generated/torch.Tensor.histogram.html#torch.Tensor.histogram) | [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.histogram.html) | +| 70 | [torch.Tensor.addr](https://pytorch.org/docs/stable/generated/torch.Tensor.addr.html#torch.Tensor.addr) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr.html) | +| 71 | [torch.\_foreach\_acos\_](https://pytorch.org/docs/stable/generated/torch._foreach_acos_.html#torch-foreach-acos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos_.html) | +| 72 | [torch.\_foreach\_reciprocal](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal.html#torch-foreach-reciprocal) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal.html) | +| 73 | [torch.addmv](https://pytorch.org/docs/stable/generated/torch.addmv.html?highlight=addmv#torch.addmv) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addmv.html) | +| 74 | [torch.\_foreach\_sigmoid](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid.html#torch-foreach-sigmoid) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid.html) | +| 75 | [torch.Tensor.reshape_as](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape_as.html#torch.Tensor.reshape_as) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.reshape_as.html) | +| 76 | [torch.\_foreach\_exp](https://pytorch.org/docs/stable/generated/torch._foreach_exp.html#torch-foreach-exp) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp.html) | +| 77 | [torch.Generator](https://pytorch.org/docs/stable/generated/torch.Generator.html#generator) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Generator.html) | +| 78 | [torch.inference_mode](https://pytorch.org/docs/stable/generated/torch.inference_mode.html#torch.inference_mode) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.inference_mode.html) | +| 79 | [torch.Tensor.float\_power\_](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power_.html#torch.Tensor.float_power_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power_.html) | +| 80 | [torch._assert](https://pytorch.org/docs/stable/generated/torch._assert.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._assert.html) | +| 81 | [torch.\_foreach\_cosh](https://pytorch.org/docs/stable/generated/torch._foreach_cosh.html#torch-foreach-cosh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh.html) | +| 82 | [torch.\_foreach\_log2](https://pytorch.org/docs/stable/generated/torch._foreach_log2.html#torch-foreach-log2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2.html) | +| 83 | [torch.\_foreach\_asin](https://pytorch.org/docs/stable/generated/torch._foreach_asin.html#torch-foreach-asin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin.html) | +| 84 | [torch.backends.cudnn.is_available](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cudnn.is_available) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.backends.cudnn.is_available.html) | +| 85 | [torch.autograd.Variable](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.autograd.Variable.html) | +| 86 | [torch.special.xlogy](https://pytorch.org/docs/stable/special.html#torch.special.xlogy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlogy.html) | +| 87 | [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.device.html) | +| 88 | [torch.special.expit](https://pytorch.org/docs/stable/special.html#torch.special.expit) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.expit.html) | +| 89 | [torch.Tensor.addr_](https://pytorch.org/docs/stable/generated/torch.Tensor.addr_.html#torch.Tensor.addr_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr_.html) | +| 90 | [torch.\_foreach\_erf](https://pytorch.org/docs/stable/generated/torch._foreach_erf.html#torch-foreach-erf) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf.html) | +| 91 | [torch.\_foreach\_cosh\_](https://pytorch.org/docs/stable/generated/torch._foreach_cosh_.html#torch-foreach-cosh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh_.html) | +| 92 | [torch.\_foreach\_log1p\_](https://pytorch.org/docs/stable/generated/torch._foreach_log1p_.html#torch-foreach-log1p) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p_.html) | +| 93 | [torch.\_foreach\_sqrt](https://pytorch.org/docs/stable/generated/torch._foreach_sqrt.html#torch-foreach-sqrt) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt.html) | +| 94 | [torch.nn.modules.module.register\_module\_forward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_hook.html) | [paddle.nn.Layer.register\_forward\_post\_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_hook.html) | +| 95 | [torch.detach](https://pytorch.org/docs/stable/autograd.html#variable-deprecated) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.detach.html) | +| 96 | [torch.\_foreach\_acos](https://pytorch.org/docs/stable/generated/torch._foreach_acos.html#torch-foreach-acos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos.html) | +| 97 | [torch.index_copy](https://pytorch.org/docs/stable/generated/torch.index_copy.html#torch.index_copy) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.index_copy.html) | +| 98 | [torch.Tensor.erfc_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc_.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc_.html) | +| 99 | [torch.\_foreach\_lgamma\_](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma_.html#torch-foreach-lgamma) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma_.html) | +| 100 | [transformers.PreTrainedModel.get\_head\_mask](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.modeling_utils.ModuleUtilsMixin.get_head_mask) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.get_head_mask.html) | +| 101 | [torch.\_foreach\_floor\_](https://pytorch.org/docs/stable/generated/torch._foreach_floor_.html#torch-foreach-floor) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor_.html) | +| 102 | [torch.nn.functional.\_Reduction.get\_enum](https://github.com/pytorch/pytorch/blob/3045b16488f14c9d941d33d63417e6ea52fb2544/torch/nn/_reduction.py#L7) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional._Reduction.get_enum.html) | +| 103 | [torch.\_foreach\_sqrt\_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sqrt_.html#torch-foreach-sqrt) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt_.html) | +| 104 | [torch.\_foreach\_zero\_](https://pytorch.org/docs/stable/generated/torch._foreach_zero_.html#torch-foreach-zero) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_zero_.html) | +| 105 | [torch.\_foreach\_erfc](https://pytorch.org/docs/stable/generated/torch._foreach_erfc.html#torch-foreach-erfc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc.html) | +| 106 | [torch.\_foreach\_abs](https://pytorch.org/docs/stable/generated/torch._foreach_abs.html#torch-foreach-abs) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs.html) | +| 107 | [torch.optim.lr_scheduler.CosineAnnealingWarmRestarts](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html) | [paddle.optimizer.lr.CosineAnnealingWarmRestarts](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/optimizer/lr.py#L2371) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html) | +| 108 | [torch.\_foreach\_cos\_](https://pytorch.org/docs/stable/generated/torch._foreach_cos_.html#torch-foreach-cos) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos_.html) | +| 109 | [torch.Tensor.addmv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv_.html#torch.Tensor.addmv_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv_.html) | +| 110 | [torch.Tensor.float_power](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power.html#torch.Tensor.float_power) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power.html) | +| 111 | [torch.addr](https://pytorch.org/docs/stable/generated/torch.addr.html?highlight=addr#torch.addr) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addr.html) | +| 112 | [torch.\_foreach\_sin\_](https://pytorch.org/docs/stable/generated/torch._foreach_sin_.html#torch-foreach-sin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin_.html) | +| 113 | [torch.Tensor.nbytes](https://pytorch.org/docs/stable/generated/torch.Tensor.nbytes.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.nbytes.html) | +| 114 | [torch.special.ndtr](https://pytorch.org/docs/stable/special.html#torch.special.ndtr) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtr.html) | +| 115 | [flash\_attn.layers.rotary.apply\_rotary\_emb\_func](https://github.com/Dao-AILab/flash-attention/blob/c4b9015d74bd9f638c6fd574482accf4bbbd4197/flash_attn/layers/rotary.py#L128) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/flash_attn.layers.rotary.apply_rotary_emb_func.html) | +| 116 | [torch.addbmm](https://pytorch.org/docs/stable/generated/torch.addbmm.html#torch.addbmm) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addbmm.html) | +| 117 | [torch.\_foreach\_exp\_](https://pytorch.org/docs/stable/generated/torch._foreach_exp_.html#torch._foreach_exp_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp_.html) | +| 118 | [torch.initial_seed](https://pytorch.org/docs/stable/generated/torch.initial_seed.html?highlight=initial_seed) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.initial_seed.html) | +| 119 | [torch.\_foreach\_neg\_](https://pytorch.org/docs/stable/generated/torch._foreach_neg_.html#torch-foreach-neg) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg_.html) | +| 120 | [torch.optim.lr_scheduler.LRScheduler](https://docs.pytorch.org/docs/2.7/generated/torch.optim.lr_scheduler.LRScheduler.html#torch.optim.lr_scheduler.LRScheduler) | [paddle.optimizer.lr.LRScheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LRScheduler_cn.html#lrscheduler) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LRScheduler.html) | +| 121 | [torch.can_cast](https://pytorch.org/docs/stable/generated/torch.can_cast.html#torch-can-cast) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.can_cast.html) | +| 122 | [torch.\_foreach\_asin\_](https://pytorch.org/docs/stable/generated/torch._foreach_asin_.html#torch-foreach-asin) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin_.html) | +| 123 | [torch.\_foreach\_abs\_](https://pytorch.org/docs/stable/generated/torch._foreach_abs_.html#torch-foreach-abs) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs_.html) | +| 124 | [torch.\_foreach\_atan](https://pytorch.org/docs/stable/generated/torch._foreach_atan.html#torch-foreach-atan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan.html) | +| 125 | [torch.\_foreach\_trunc](https://pytorch.org/docs/stable/generated/torch._foreach_trunc.html#torch-foreach-trunc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc.html) | +| 126 | [torch.Tensor.adjoint](https://pytorch.org/docs/stable/generated/torch.Tensor.adjoint.html#torch.Tensor.adjoint) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.adjoint.html) | +| 127 | [torch.optim.lr_scheduler.StepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.StepLR.html) | [paddle.optimizer.lr.StepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/StepDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.StepLR.html) | +| 128 | [torch.Tensor.addbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm_.html#torch.Tensor.addbmm_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm_.html) | +| 129 | [torch.\_foreach\_sinh](https://pytorch.org/docs/stable/generated/torch._foreach_sinh.html#torch-foreach-sinh) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh.html) | +| 130 | [torch.\_foreach\_sigmoid\_](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid_.html#torch-foreach-sigmoid) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid_.html) | +| 131 | [transformers.PreTrainedModel](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel) | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.html) | +| 132 | [torch.\_foreach\_frac](https://pytorch.org/docs/stable/generated/torch._foreach_frac.html#torch-foreach-frac) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac.html) | +| 133 | [torch.optim.lr_scheduler.MultiStepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiStepLR.html) | [paddle.optimizer.lr.MultiStepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiStepDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiStepLR.html) | +| 134 | [torch.Tensor.requires\_grad\_](https://pytorch.org/docs/stable/generated/torch.Tensor.requires_grad_.html?highlight=requires_grad_#torch.Tensor.requires_grad_) | [paddle.Tensor.stop_gradient](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#stop-gradient) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.requires_grad_.html) | +| 135 | [torch.special.xlog1py](https://pytorch.org/docs/stable/special.html#torch.special.xlog1py) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlog1py.html) | +| 136 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch-cuda-is-available) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.is_available.html) | +| 137 | [torch.\_foreach\_lgamma](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma.html#torch-foreach-lgamma) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma.html) | +| 138 | [torch.nn.modules.utils._pair](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L198) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._pair.html) | +| 139 | [torch.\_foreach\_log2\_](https://pytorch.org/docs/stable/generated/torch._foreach_log2_.html#torch-foreach-log2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2_.html) | +| 140 | [torch.special.erfc](https://pytorch.org/docs/stable/special.html#torch.special.erfc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfc.html) | +| 141 | [torch.\_foreach\_neg](https://pytorch.org/docs/stable/generated/torch._foreach_neg.html#torch-foreach-neg) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg.html) | +| 142 | [torch.testing.assert_allclose](https://pytorch.org/docs/stable/testing.html?highlight=torch+testing+assert_allclose#torch.testing.assert_allclose) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_allclose.html) | +| 143 | [torch.Tensor.resize\_as\_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_as_.html?highlight=resize_as#torch.Tensor.resize_as_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.resize_as_.html) | +| 144 | [torch.select](https://pytorch.org/docs/stable/generated/torch.select.html#torch.select) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.select.html) | +| 145 | [torch.utils.set_module](https://docs.pytorch.org/docs/stable/generated/torch.utils.set_module.html#torch-utils-set-module) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.utils.set_module.html) | +| 146 | [torch.logaddexp2](https://pytorch.org/docs/stable/generated/torch.logaddexp2.html#torch.logaddexp2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logaddexp2.html) | +| 147 | [torch.Tensor.logdet](https://pytorch.org/docs/stable/generated/torch.Tensor.logdet.html#torch.Tensor.logdet) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logdet.html) | +| 148 | [torch.optim.lr_scheduler.ExponentialLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ExponentialLR.html) | [paddle.optimizer.lr.ExponentialDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ExponentialDecay_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ExponentialLR.html) | +| 149 | [torch.\_foreach\_log1p](https://pytorch.org/docs/stable/generated/torch._foreach_log1p.html#torch-foreach-log1p) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p.html) | +| 150 | [torch.is_nonzero](https://pytorch.org/docs/stable/generated/torch.is_nonzero.html#torch.is_nonzero) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.is_nonzero.html) | +| 151 | [torch.Tensor.logaddexp2](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp2.html#torch.Tensor.logaddexp2) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logaddexp2.html) | +| 152 | [torch.Tensor.addcmul](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul.html#torch.Tensor.addcmul) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul.html) | +| 153 | [torch.\_foreach\_tan\_](https://pytorch.org/docs/stable/generated/torch._foreach_tan_.html#torch-foreach-tan) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan_.html) | +| 154 | [torch.\_foreach\_log10\_](https://pytorch.org/docs/stable/generated/torch._foreach_log10_.html#torch-foreach-log10) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10_.html) | +| 155 | [torch.\_foreach\_trunc\_](https://pytorch.org/docs/stable/generated/torch._foreach_trunc_.html#torch-foreach-trunc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc_.html) | +| 156 | [torch.get\_num\_interop\_threads](https://pytorch.org/docs/stable/generated/torch.get_num_interop_threads.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_interop_threads.html) | +| 157 | [transformers.logging.get_logger](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/utils/logging.py#L147) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.logging.get_logger.html) | +| 158 | [torch.\_foreach\_log\_](https://pytorch.org/docs/stable/generated/torch._foreach_log_.html#torch-foreach-log) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log_.html) | +| 159 | [torch.special.erfcx](https://pytorch.org/docs/stable/special.html#torch.special.erfcx) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfcx.html) | +| 160 | [torch.optim.lr_scheduler.OneCycleLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.OneCycleLR.html) | [paddle.optimizer.lr.OneCycleLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/OneCycleLR_cn.html) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.OneCycleLR.html) | +| 161 | [torch.\_foreach\_erfc\_](https://pytorch.org/docs/stable/generated/torch._foreach_erfc_.html#torch-foreach-erfc) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc_.html) | +| 162 | [torch.\_foreach\_expm1](https://pytorch.org/docs/stable/generated/torch._foreach_expm1.html#torch-foreach-expm1) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1.html) | +| 163 | [torch.Tensor.index\_copy\_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_copy_.html) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.index_copy_.html) | +| 164 | [torch.Tensor.H](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.H) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.H.html) | +| 165 | [torch.\_foreach\_round](https://pytorch.org/docs/stable/generated/torch._foreach_round.html#torch-foreach-round) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round.html) | +| 166 | [torch.optim.lr_scheduler.LinearLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LinearLR.html) | [paddle.optimizer.lr.LinearLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LinearLR_cn.html#linearlr) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LinearLR.html) | +| 167 | [torch.\_foreach\_reciprocal\_](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal_.html#torch-foreach-reciprocal) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal_.html) | +| 168 | [torch.float_power](https://pytorch.org/docs/stable/generated/torch.float_power.html#torch-float-power) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.float_power.html) | +| 169 | [torch.Tensor.addcdiv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv_.html#torch.Tensor.addcdiv_) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv_.html) | +| 170 | [torch.distributed.Backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.Backend) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributed.Backend.html) | +| 171 | [torch.special.ndtri](https://pytorch.org/docs/stable/special.html#torch.special.ndtri) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtri.html) | +| 172 | [transformers.PreTrainedModel.post_init](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel.post_init) | - | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.post_init.html) | ### 11. 可删除 **分类简介** @@ -1843,170 +1843,170 @@ paddle.nn.Softplus(beta=0.5, threshold=15) | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | flash_attn.flash_attn_interface.flash_attn_varlen_func | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | ``flash_attn.flash_attn_interface.flash_attn_unpadded_func`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/flash_attn.flash_attn_interface.flash_attn_unpadded_func.html)] | -| 2 | torch.Tensor.arctan2 | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | ``torch.Tensor.atan2`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.Tensor.atan2.html)] | +| 1 | flash_attn.flash_attn_interface.flash_attn_varlen_func | [paddle.nn.functional.flash\_attention.flash\_attn\_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664) | ``flash_attn.flash_attn_interface.flash_attn_unpadded_func`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_unpadded_func.html)] | +| 2 | torch.Tensor.arctan2 | [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html) | ``torch.Tensor.atan2`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.atan2.html)] | | 3 | torch.Tensor.arctan2_ | - | ``torch.Tensor.atan2_`` 别名, [-] | -| 4 | torch.Tensor.greater | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | ``torch.Tensor.gt`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt.html)] | -| 5 | torch.Tensor.greater_ | paddle.Tensor.greater_than_ | ``torch.Tensor.gt_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.gt_.html)] | -| 6 | torch.Tensor.greater_equal | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | ``torch.Tensor.ge`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge.html)] | -| 7 | torch.Tensor.greater_equal_ | paddle.Tensor.greater_equal_ | ``torch.Tensor.ge_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ge_.html)] | -| 8 | torch.Tensor.less | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | ``torch.Tensor.lt`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt.html)] | -| 9 | torch.Tensor.less_ | paddle.Tensor.less_than_ | ``torch.Tensor.lt_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.lt_.html)] | -| 10 | torch.Tensor.less_equal | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | ``torch.Tensor.le`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le.html)] | -| 11 | torch.Tensor.less_equal_ | paddle.Tensor.less_equal_ | ``torch.Tensor.le_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.le_.html)] | -| 12 | torch.Tensor.not_equal | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | ``torch.Tensor.ne`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne.html)] | -| 13 | torch.Tensor.not_equal_ | paddle.Tensor.not_equal_ | ``torch.Tensor.ne_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.Tensor.ne_.html)] | -| 14 | torch.Tensor.subtract | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.Tensor.sub`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub.html)] | -| 15 | torch.Tensor.subtract_ | paddle.Tensor.subtract_ | ``torch.Tensor.sub_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.Tensor.sub_.html)] | -| 16 | torch.absolute | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | ``torch.abs`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.abs.html)] | -| 17 | torch.absolute_ | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | ``torch.abs_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.abs_.html)] | -| 18 | torch.adaptive_avg_pool1d | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | ``torch.nn.functional.adaptive_avg_pool1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.adaptive_avg_pool1d.html)] | -| 19 | torch.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | ``torch.amp.autocast`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.amp.autocast.html)] | -| 20 | torch.arccos | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | ``torch.acos`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acos.html)] | -| 21 | torch.arccosh | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | ``torch.acosh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.acosh.html)] | -| 22 | torch.arcsin | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | ``torch.asin`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asin.html)] | -| 23 | torch.arcsinh | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | ``torch.asinh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.asinh.html)] | -| 24 | torch.arctan | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | ``torch.atan`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan.html)] | -| 25 | torch.arctan2 | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | ``torch.atan2`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atan2.html)] | -| 26 | torch.arctanh | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | ``torch.atanh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.atanh.html)] | -| 27 | torch.avg_pool1d | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | ``torch.nn.functional.avg_pool1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.avg_pool1d.html)] | -| 28 | torch.bilinear | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | ``torch.nn.functional.bilinear`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.functional.bilinear.html)] | +| 4 | torch.Tensor.greater | [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none) | ``torch.Tensor.gt`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt.html)] | +| 5 | torch.Tensor.greater_ | paddle.Tensor.greater_than_ | ``torch.Tensor.gt_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt_.html)] | +| 6 | torch.Tensor.greater_equal | [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none) | ``torch.Tensor.ge`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge.html)] | +| 7 | torch.Tensor.greater_equal_ | paddle.Tensor.greater_equal_ | ``torch.Tensor.ge_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge_.html)] | +| 8 | torch.Tensor.less | [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none) | ``torch.Tensor.lt`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt.html)] | +| 9 | torch.Tensor.less_ | paddle.Tensor.less_than_ | ``torch.Tensor.lt_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt_.html)] | +| 10 | torch.Tensor.less_equal | [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none) | ``torch.Tensor.le`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le.html)] | +| 11 | torch.Tensor.less_equal_ | paddle.Tensor.less_equal_ | ``torch.Tensor.le_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le_.html)] | +| 12 | torch.Tensor.not_equal | [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none) | ``torch.Tensor.ne`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne.html)] | +| 13 | torch.Tensor.not_equal_ | paddle.Tensor.not_equal_ | ``torch.Tensor.ne_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne_.html)] | +| 14 | torch.Tensor.subtract | [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.Tensor.sub`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub.html)] | +| 15 | torch.Tensor.subtract_ | paddle.Tensor.subtract_ | ``torch.Tensor.sub_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub_.html)] | +| 16 | torch.absolute | [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs) | ``torch.abs`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.abs.html)] | +| 17 | torch.absolute_ | [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html) | ``torch.abs_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.abs_.html)] | +| 18 | torch.adaptive_avg_pool1d | [paddle.nn.functional.adaptive\_avg\_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html) | ``torch.nn.functional.adaptive_avg_pool1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool1d.html)] | +| 19 | torch.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast) | ``torch.amp.autocast`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amp.autocast.html)] | +| 20 | torch.arccos | [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos) | ``torch.acos`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acos.html)] | +| 21 | torch.arccosh | [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos) | ``torch.acosh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acosh.html)] | +| 22 | torch.arcsin | [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin) | ``torch.asin`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asin.html)] | +| 23 | torch.arcsinh | [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html) | ``torch.asinh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asinh.html)] | +| 24 | torch.arctan | [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan) | ``torch.atan`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan.html)] | +| 25 | torch.arctan2 | [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html) | ``torch.atan2`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan2.html)] | +| 26 | torch.arctanh | [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html) | ``torch.atanh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atanh.html)] | +| 27 | torch.avg_pool1d | [paddle.nn.functional.avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/avg_pool1d_cn.html#avg-pool1d) | ``torch.nn.functional.avg_pool1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool1d.html)] | +| 28 | torch.bilinear | [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html) | ``torch.nn.functional.bilinear`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.bilinear.html)] | | 29 | torch.celu_ | - | ``torch.nn.functional.celu_`` 别名, [-] | -| 30 | torch.channel_shuffle | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | ``torch.nn.functional.channel_shuffle`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.channel_shuffle.html)] | -| 31 | torch.conv1d | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | ``torch.nn.functional.conv1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv1d.html)] | -| 32 | torch.conv2d | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | ``torch.nn.functional.conv2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv2d.html)] | -| 33 | torch.conv3d | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | ``torch.nn.functional.conv3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.conv3d.html)] | +| 30 | torch.channel_shuffle | [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle) | ``torch.nn.functional.channel_shuffle`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.channel_shuffle.html)] | +| 31 | torch.conv1d | [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html) | ``torch.nn.functional.conv1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv1d.html)] | +| 32 | torch.conv2d | [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html) | ``torch.nn.functional.conv2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv2d.html)] | +| 33 | torch.conv3d | [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html) | ``torch.nn.functional.conv3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv3d.html)] | | 34 | torch.conv_tbc | - | ``torch.nn.functional.conv_tbc`` 别名, [-] | -| 35 | torch.conv_transpose1d | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | ``torch.nn.functional.conv_transpose1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose1d.html)] | -| 36 | torch.conv_transpose2d | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | ``torch.nn.functional.conv_transpose2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose2d.html)] | -| 37 | torch.conv_transpose3d | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | ``torch.nn.functional.conv_transpose3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.conv_transpose3d.html)] | -| 38 | torch.cosine_similarity | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | ``torch.nn.functional.cosine_similarity`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.cosine_similarity.html)] | -| 39 | torch.cuda.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | ``torch.cuda.amp.autocast`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.cuda.amp.autocast.html)] | -| 40 | torch.digamma | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | ``torch.special.digamma`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.digamma.html)] | -| 41 | torch.distributions.AbsTransform | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | ``torch.distributions.transforms.AbsTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AbsTransform.html)] | -| 42 | torch.distributions.AffineTransform | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | ``torch.distributions.transforms.AffineTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.AffineTransform.html)] | -| 43 | torch.distributions.Bernoulli | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | ``torch.distributions.bernoulli.Bernoulli`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.bernoulli.Bernoulli.html)] | -| 44 | torch.distributions.Beta | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | ``torch.distributions.beta.Beta`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.beta.Beta.html)] | -| 45 | torch.distributions.Binomial | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | ``torch.distributions.binomial.Binomial`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.binomial.Binomial.html)] | +| 35 | torch.conv_transpose1d | [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html) | ``torch.nn.functional.conv_transpose1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose1d.html)] | +| 36 | torch.conv_transpose2d | [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html) | ``torch.nn.functional.conv_transpose2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose2d.html)] | +| 37 | torch.conv_transpose3d | [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html) | ``torch.nn.functional.conv_transpose3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose3d.html)] | +| 38 | torch.cosine_similarity | [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html) | ``torch.nn.functional.cosine_similarity`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.cosine_similarity.html)] | +| 39 | torch.cuda.amp.autocast_mode.autocast | [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html) | ``torch.cuda.amp.autocast`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.amp.autocast.html)] | +| 40 | torch.digamma | [paddle.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/special.digamma_cn.html) | ``torch.special.digamma`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.digamma.html)] | +| 41 | torch.distributions.AbsTransform | [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform) | ``torch.distributions.transforms.AbsTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AbsTransform.html)] | +| 42 | torch.distributions.AffineTransform | [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform) | ``torch.distributions.transforms.AffineTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AffineTransform.html)] | +| 43 | torch.distributions.Bernoulli | [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli) | ``torch.distributions.bernoulli.Bernoulli`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.bernoulli.Bernoulli.html)] | +| 44 | torch.distributions.Beta | [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta) | ``torch.distributions.beta.Beta`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.beta.Beta.html)] | +| 45 | torch.distributions.Binomial | [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial) | ``torch.distributions.binomial.Binomial`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.binomial.Binomial.html)] | | 46 | torch.distributions.CatTransform | - | ``torch.distributions.transforms.CatTransform`` 别名, [-] | -| 47 | torch.distributions.Categorical | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | ``torch.distributions.categorical.Categorical`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.categorical.Categorical.html)] | -| 48 | torch.distributions.Cauchy | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | ``torch.distributions.cauchy.Cauchy`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.cauchy.Cauchy.html)] | -| 49 | torch.distributions.ComposeTransform | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | ``torch.distributions.transforms.ComposeTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ComposeTransform.html)] | -| 50 | torch.distributions.ContinuousBernoulli | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | ``torch.distributions.continuous_bernoulli.ContinuousBernoulli`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.continuous_bernoulli.ContinuousBernoulli.html)] | +| 47 | torch.distributions.Categorical | [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html) | ``torch.distributions.categorical.Categorical`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.categorical.Categorical.html)] | +| 48 | torch.distributions.Cauchy | [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html) | ``torch.distributions.cauchy.Cauchy`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.cauchy.Cauchy.html)] | +| 49 | torch.distributions.ComposeTransform | [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html) | ``torch.distributions.transforms.ComposeTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ComposeTransform.html)] | +| 50 | torch.distributions.ContinuousBernoulli | [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli) | ``torch.distributions.continuous_bernoulli.ContinuousBernoulli`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.continuous_bernoulli.ContinuousBernoulli.html)] | | 51 | torch.distributions.CumulativeDistributionTransform | - | ``torch.distributions.transforms.CumulativeDistributionTransform`` 别名, [-] | -| 52 | torch.distributions.Dirichlet | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | ``torch.distributions.dirichlet.Dirichlet`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.dirichlet.Dirichlet.html)] | -| 53 | torch.distributions.Distribution | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | ``torch.distributions.distribution.Distribution`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.distribution.Distribution.html)] | -| 54 | torch.distributions.Distribution.rsample | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | ``torch.distributions.distribution.Distribution.rsample`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.rsample.html)] | -| 55 | torch.distributions.Distribution.sample | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | ``torch.distributions.distribution.Distribution.sample`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.distributions.distribution.Distribution.sample.html)] | -| 56 | torch.distributions.ExpTransform | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | ``torch.distributions.transforms.ExpTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ExpTransform.html)] | -| 57 | torch.distributions.Exponential | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | ``torch.distributions.exponential.Exponential`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exponential.Exponential.html)] | -| 58 | torch.distributions.ExponentialFamily | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | ``torch.distributions.exp_family.ExponentialFamily`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.exp_family.ExponentialFamily.html)] | -| 59 | torch.distributions.Geometric | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | ``torch.distributions.geometric.Geometric`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.geometric.Geometric.html)] | -| 60 | torch.distributions.Gumbel | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | ``torch.distributions.gumbel.Gumbel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.gumbel.Gumbel.html)] | -| 61 | torch.distributions.Independent | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | ``torch.distributions.independent.Independent`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.independent.Independent.html)] | -| 62 | torch.distributions.IndependentTransform | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | ``torch.distributions.transforms.IndependentTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.IndependentTransform.html)] | -| 63 | torch.distributions.Laplace | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | ``torch.distributions.laplace.Laplace`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.laplace.Laplace.html)] | -| 64 | torch.distributions.LogNormal | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | ``torch.distributions.log_normal.LogNormal`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.log_normal.LogNormal.html)] | -| 65 | torch.distributions.Multinomial | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | ``torch.distributions.multinomial.Multinomial`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multinomial.Multinomial.html)] | -| 66 | torch.distributions.MultivariateNormal | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | ``torch.distributions.multivariate_normal.MultivariateNormal`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.multivariate_normal.MultivariateNormal.html)] | -| 67 | torch.distributions.Normal | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | ``torch.distributions.normal.Normal`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.normal.Normal.html)] | +| 52 | torch.distributions.Dirichlet | [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html) | ``torch.distributions.dirichlet.Dirichlet`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.dirichlet.Dirichlet.html)] | +| 53 | torch.distributions.Distribution | [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html) | ``torch.distributions.distribution.Distribution`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.distribution.Distribution.html)] | +| 54 | torch.distributions.Distribution.rsample | [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96) | ``torch.distributions.distribution.Distribution.rsample`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.rsample.html)] | +| 55 | torch.distributions.Distribution.sample | [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample) | ``torch.distributions.distribution.Distribution.sample`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.sample.html)] | +| 56 | torch.distributions.ExpTransform | [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform) | ``torch.distributions.transforms.ExpTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ExpTransform.html)] | +| 57 | torch.distributions.Exponential | [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential) | ``torch.distributions.exponential.Exponential`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exponential.Exponential.html)] | +| 58 | torch.distributions.ExponentialFamily | [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html) | ``torch.distributions.exp_family.ExponentialFamily`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exp_family.ExponentialFamily.html)] | +| 59 | torch.distributions.Geometric | [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric) | ``torch.distributions.geometric.Geometric`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.geometric.Geometric.html)] | +| 60 | torch.distributions.Gumbel | [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel) | ``torch.distributions.gumbel.Gumbel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gumbel.Gumbel.html)] | +| 61 | torch.distributions.Independent | [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html) | ``torch.distributions.independent.Independent`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.independent.Independent.html)] | +| 62 | torch.distributions.IndependentTransform | [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform) | ``torch.distributions.transforms.IndependentTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.IndependentTransform.html)] | +| 63 | torch.distributions.Laplace | [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace) | ``torch.distributions.laplace.Laplace`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.laplace.Laplace.html)] | +| 64 | torch.distributions.LogNormal | [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal) | ``torch.distributions.log_normal.LogNormal`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.log_normal.LogNormal.html)] | +| 65 | torch.distributions.Multinomial | [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html) | ``torch.distributions.multinomial.Multinomial`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multinomial.Multinomial.html)] | +| 66 | torch.distributions.MultivariateNormal | [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal) | ``torch.distributions.multivariate_normal.MultivariateNormal`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multivariate_normal.MultivariateNormal.html)] | +| 67 | torch.distributions.Normal | [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html) | ``torch.distributions.normal.Normal`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.normal.Normal.html)] | | 68 | torch.distributions.OneHotCategorical | - | ``torch.distributions.one_hot_categorical.OneHotCategorical`` 别名, [-] | -| 69 | torch.distributions.PowerTransform | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | ``torch.distributions.transforms.PowerTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.PowerTransform.html)] | -| 70 | torch.distributions.ReshapeTransform | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | ``torch.distributions.transforms.ReshapeTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.ReshapeTransform.html)] | -| 71 | torch.distributions.SigmoidTransform | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | ``torch.distributions.transforms.SigmoidTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SigmoidTransform.html)] | -| 72 | torch.distributions.SoftmaxTransform | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | ``torch.distributions.transforms.SoftmaxTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.SoftmaxTransform.html)] | +| 69 | torch.distributions.PowerTransform | [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform) | ``torch.distributions.transforms.PowerTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.PowerTransform.html)] | +| 70 | torch.distributions.ReshapeTransform | [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html) | ``torch.distributions.transforms.ReshapeTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ReshapeTransform.html)] | +| 71 | torch.distributions.SigmoidTransform | [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform) | ``torch.distributions.transforms.SigmoidTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SigmoidTransform.html)] | +| 72 | torch.distributions.SoftmaxTransform | [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html) | ``torch.distributions.transforms.SoftmaxTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SoftmaxTransform.html)] | | 73 | torch.distributions.SoftplusTransform | - | ``torch.distributions.transforms.SoftplusTransform`` 别名, [-] | -| 74 | torch.distributions.StackTransform | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | ``torch.distributions.transforms.StackTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StackTransform.html)] | -| 75 | torch.distributions.StickBreakingTransform | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | ``torch.distributions.transforms.StickBreakingTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.StickBreakingTransform.html)] | -| 76 | torch.distributions.TanhTransform | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | ``torch.distributions.transforms.TanhTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.TanhTransform.html)] | -| 77 | torch.distributions.Transform | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | ``torch.distributions.transforms.Transform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transforms.Transform.html)] | -| 78 | torch.distributions.TransformedDistribution | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | ``torch.distributions.transformed_distribution.TransformedDistribution`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.transformed_distribution.TransformedDistribution.html)] | -| 79 | torch.distributions.Uniform | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | ``torch.distributions.uniform.Uniform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.distributions.uniform.Uniform.html)] | -| 80 | torch.erf | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | ``torch.special.erf`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erf.html)] | -| 81 | torch.erfc | - | ``torch.special.erfc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.erfc.html)] | -| 82 | torch.erfinv | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | ``torch.special.erfinv`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.erfinv.html)] | -| 83 | torch.exp2 | - | ``torch.special.exp2`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.exp2.html)] | -| 84 | torch.expm1 | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | ``torch.special.expm1`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.expm1.html)] | -| 85 | torch.functional.block_diag | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | ``torch.block_diag`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.block_diag.html)] | -| 86 | torch.functional.broadcast_tensors | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | ``torch.broadcast_tensors`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.broadcast_tensors.html)] | -| 87 | torch.functional.cartesian_prod | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | ``torch.cartesian_prod`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.cartesian_prod.html)] | -| 88 | torch.functional.cdist | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | ``torch.cdist`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.cdist.html)] | -| 89 | torch.functional.istft | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | ``torch.istft`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.istft.html)] | -| 90 | torch.functional.lu | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | ``torch.lu`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lu.html)] | -| 91 | torch.functional.meshgrid | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | ``torch.meshgrid`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.meshgrid.html)] | -| 92 | torch.functional.stft | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | ``torch.stft`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.stft.html)] | -| 93 | torch.functional.tensordot | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | ``torch.tensordot`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.tensordot.html)] | -| 94 | torch.functional.unique | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | ``torch.unique`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.unique.html)] | -| 95 | torch.greater_equal | [paddle.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_equal_cn.html#greater-equal) | ``torch.ge`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.ge.html)] | -| 96 | torch.group_norm | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | ``torch.nn.functional.group_norm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.group_norm.html)] | -| 97 | torch.hardshrink | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | ``torch.nn.functional.hardshrink`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.hardshrink.html)] | -| 98 | torch.i0 | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | ``torch.special.i0`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.i0.html)] | -| 99 | torch.igamma | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammainc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammainc.html)] | -| 100 | torch.igammac | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammaincc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.gammaincc.html)] | -| 101 | torch.layer_norm | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | ``torch.nn.functional.layer_norm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.layer_norm.html)] | -| 102 | torch.less | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | ``torch.lt`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.lt.html)] | -| 103 | torch.less_equal | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | ``torch.le`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_type/torch.le.html)] | -| 104 | torch.logit | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | ``torch.special.logit`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.logit.html)] | -| 105 | torch.matrix_exp | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | ``torch.linalg.matrix_exp`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.linalg.matrix_exp.html)] | -| 106 | torch.matrix_power | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | ``torch.linalg.matrix_power`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.matrix_power.html)] | -| 107 | torch.nn.NLLLoss2d | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | ``torch.nn.NLLLoss`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.NLLLoss.html)] | +| 74 | torch.distributions.StackTransform | [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html) | ``torch.distributions.transforms.StackTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StackTransform.html)] | +| 75 | torch.distributions.StickBreakingTransform | [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html) | ``torch.distributions.transforms.StickBreakingTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StickBreakingTransform.html)] | +| 76 | torch.distributions.TanhTransform | [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform) | ``torch.distributions.transforms.TanhTransform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.TanhTransform.html)] | +| 77 | torch.distributions.Transform | [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform) | ``torch.distributions.transforms.Transform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.Transform.html)] | +| 78 | torch.distributions.TransformedDistribution | [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution) | ``torch.distributions.transformed_distribution.TransformedDistribution`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transformed_distribution.TransformedDistribution.html)] | +| 79 | torch.distributions.Uniform | [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html) | ``torch.distributions.uniform.Uniform`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.uniform.Uniform.html)] | +| 80 | torch.erf | [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html) | ``torch.special.erf`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erf.html)] | +| 81 | torch.erfc | - | ``torch.special.erfc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfc.html)] | +| 82 | torch.erfinv | [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html) | ``torch.special.erfinv`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erfinv.html)] | +| 83 | torch.exp2 | - | ``torch.special.exp2`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.exp2.html)] | +| 84 | torch.expm1 | [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html) | ``torch.special.expm1`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.expm1.html)] | +| 85 | torch.functional.block_diag | [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html) | ``torch.block_diag`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.block_diag.html)] | +| 86 | torch.functional.broadcast_tensors | [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors) | ``torch.broadcast_tensors`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.broadcast_tensors.html)] | +| 87 | torch.functional.cartesian_prod | [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html) | ``torch.cartesian_prod`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cartesian_prod.html)] | +| 88 | torch.functional.cdist | [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist) | ``torch.cdist`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cdist.html)] | +| 89 | torch.functional.istft | [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft) | ``torch.istft`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.istft.html)] | +| 90 | torch.functional.lu | [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html) | ``torch.lu`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu.html)] | +| 91 | torch.functional.meshgrid | [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid) | ``torch.meshgrid`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.meshgrid.html)] | +| 92 | torch.functional.stft | [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft) | ``torch.stft`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.stft.html)] | +| 93 | torch.functional.tensordot | [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html) | ``torch.tensordot`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tensordot.html)] | +| 94 | torch.functional.unique | [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique) | ``torch.unique`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.unique.html)] | +| 95 | torch.greater_equal | [paddle.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_equal_cn.html#greater-equal) | ``torch.ge`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.ge.html)] | +| 96 | torch.group_norm | [paddle.nn.functional.group_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/group_norm_cn.html#group-norm) | ``torch.nn.functional.group_norm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.group_norm.html)] | +| 97 | torch.hardshrink | [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html) | ``torch.nn.functional.hardshrink`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardshrink.html)] | +| 98 | torch.i0 | [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html) | ``torch.special.i0`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0.html)] | +| 99 | torch.igamma | [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammainc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammainc.html)] | +| 100 | torch.igammac | [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html) | ``torch.special.gammaincc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaincc.html)] | +| 101 | torch.layer_norm | [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm) | ``torch.nn.functional.layer_norm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.layer_norm.html)] | +| 102 | torch.less | [paddle.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_than_cn.html) | ``torch.lt`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lt.html)] | +| 103 | torch.less_equal | [paddle.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/less_equal_cn.html) | ``torch.le`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.le.html)] | +| 104 | torch.logit | [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | ``torch.special.logit`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.logit.html)] | +| 105 | torch.matrix_exp | [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html) | ``torch.linalg.matrix_exp`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.matrix_exp.html)] | +| 106 | torch.matrix_power | [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html) | ``torch.linalg.matrix_power`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_power.html)] | +| 107 | torch.nn.NLLLoss2d | [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss) | ``torch.nn.NLLLoss`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.NLLLoss.html)] | | 108 | torch.nn.UninitializedParameter | - | ``torch.nn.parameter.UninitializedParameter`` 别名, [-] | -| 109 | torch.nn.modules.AvgPool1d | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | ``torch.nn.AvgPool1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool1d.html)] | -| 110 | torch.nn.modules.AvgPool2d | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | ``torch.nn.AvgPool2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool2d.html)] | -| 111 | torch.nn.modules.AvgPool3d | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | ``torch.nn.AvgPool3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.AvgPool3d.html)] | -| 112 | torch.nn.modules.BatchNorm1d | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | ``torch.nn.BatchNorm1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm1d.html)] | -| 113 | torch.nn.modules.BatchNorm2d | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | ``torch.nn.BatchNorm2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm2d.html)] | -| 114 | torch.nn.modules.BatchNorm3d | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | ``torch.nn.BatchNorm3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.BatchNorm3d.html)] | -| 115 | torch.nn.modules.CosineSimilarity | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | ``torch.nn.CosineSimilarity`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.CosineSimilarity.html)] | -| 116 | torch.nn.modules.Dropout | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | ``torch.nn.Dropout`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.Dropout.html)] | -| 117 | torch.nn.modules.GroupNorm | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | ``torch.nn.GroupNorm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.GroupNorm.html)] | -| 118 | torch.nn.modules.LSTM | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | ``torch.nn.LSTM`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.LSTM.html)] | -| 119 | torch.nn.modules.Linear | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | ``torch.nn.Linear`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.Linear.html)] | -| 120 | torch.nn.modules.Module | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | ``torch.nn.Module`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.Module.html)] | -| 121 | torch.nn.modules.RNN | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | ``torch.nn.RNN`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.RNN.html)] | -| 122 | torch.nn.modules.RNNBase | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | ``torch.nn.RNNBase`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.RNNBase.html)] | -| 123 | torch.nn.modules.RNNCell | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | ``torch.nn.RNNCell`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.nn.RNNCell.html)] | +| 109 | torch.nn.modules.AvgPool1d | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d) | ``torch.nn.AvgPool1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool1d.html)] | +| 110 | torch.nn.modules.AvgPool2d | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d) | ``torch.nn.AvgPool2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool2d.html)] | +| 111 | torch.nn.modules.AvgPool3d | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d) | ``torch.nn.AvgPool3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool3d.html)] | +| 112 | torch.nn.modules.BatchNorm1d | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d) | ``torch.nn.BatchNorm1d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm1d.html)] | +| 113 | torch.nn.modules.BatchNorm2d | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d) | ``torch.nn.BatchNorm2d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm2d.html)] | +| 114 | torch.nn.modules.BatchNorm3d | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d) | ``torch.nn.BatchNorm3d`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm3d.html)] | +| 115 | torch.nn.modules.CosineSimilarity | [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity) | ``torch.nn.CosineSimilarity`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.CosineSimilarity.html)] | +| 116 | torch.nn.modules.Dropout | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout) | ``torch.nn.Dropout`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout.html)] | +| 117 | torch.nn.modules.GroupNorm | [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm) | ``torch.nn.GroupNorm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.GroupNorm.html)] | +| 118 | torch.nn.modules.LSTM | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm) | ``torch.nn.LSTM`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.LSTM.html)] | +| 119 | torch.nn.modules.Linear | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear) | ``torch.nn.Linear`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Linear.html)] | +| 120 | torch.nn.modules.Module | [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html) | ``torch.nn.Module`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.html)] | +| 121 | torch.nn.modules.RNN | [paddle.nn.SimpleRNN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNN_cn.html#simplernn) | ``torch.nn.RNN`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.RNN.html)] | +| 122 | torch.nn.modules.RNNBase | [paddle.nn.layer.rnn.RNNBase](https://github.com/PaddlePaddle/Paddle/blob/e25e86f4f6d1bbd043b621a75e93d0070719c3d8/python/paddle/nn/layer/rnn.py#L1300) | ``torch.nn.RNNBase`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RNNBase.html)] | +| 123 | torch.nn.modules.RNNCell | [paddle.nn.SimpleRNNCell](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SimpleRNNCell_cn.html#simplernncell) | ``torch.nn.RNNCell`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.RNNCell.html)] | | 124 | torch.nn.modules.RNNCellBase | - | ``torch.nn.RNNCellBase`` 别名, [-] | -| 125 | torch.nn.modules.SyncBatchNorm | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | ``torch.nn.SyncBatchNorm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.nn.SyncBatchNorm.html)] | -| 126 | torch.nn.modules.activation.ReLU | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | ``torch.nn.ReLU`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.ReLU.html)] | -| 127 | torch.nn.parallel.DataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | ``torch.nn.DataParallel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.DataParallel.html)] | -| 128 | torch.nn.parallel.distributed.DistributedDataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | ``torch.nn.parallel.DistributedDataParallel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.parallel.DistributedDataParallel.html)] | -| 129 | torch.nn.utils.clip_grad_norm | [paddle.nn.utils.clip\_grad\_norm\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_norm__cn.html) | ``torch.nn.utils.clip_grad_norm_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.nn.utils.clip_grad_norm_.html)] | -| 130 | torch.nn.utils.parametrizations.spectral_norm | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | ``torch.nn.utils.spectral_norm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.utils.spectral_norm.html)] | -| 131 | torch.not_equal | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | ``torch.ne`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.ne.html)] | -| 132 | torch.optim.sgd.SGD | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | ``torch.optim.SGD`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.optim.SGD.html)] | -| 133 | torch.orgqr | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | ``torch.linalg.householder_product`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.linalg.householder_product.html)] | -| 134 | torch.pairwise_distance | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | ``torch.nn.functional.pairwise_distance`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pairwise_distance.html)] | -| 135 | torch.pdist | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | ``torch.nn.functional.pdist`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.pdist.html)] | -| 136 | torch.pixel_shuffle | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | ``torch.nn.functional.pixel_shuffle`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_shuffle.html)] | -| 137 | torch.pixel_unshuffle | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | ``torch.nn.functional.pixel_unshuffle`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.pixel_unshuffle.html)] | -| 138 | torch.polygamma | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | ``torch.special.polygamma`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.polygamma.html)] | -| 139 | torch.prelu | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | ``torch.nn.functional.prelu`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.nn.functional.prelu.html)] | -| 140 | torch.random.get_rng_state | paddle.get_rng_state | ``torch.get_rng_state`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.get_rng_state.html)] | -| 141 | torch.random.seed | - | ``torch.seed`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.seed.html)] | -| 142 | torch.random.set_rng_state | paddle.set_rng_state | ``torch.set_rng_state`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_parameter_usage/torch.set_rng_state.html)] | -| 143 | torch.relu_ | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | ``torch.nn.functional.relu_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.relu_.html)] | -| 144 | torch.rrelu_ | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | ``torch.nn.functional.rrelu_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.rrelu_.html)] | +| 125 | torch.nn.modules.SyncBatchNorm | [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm) | ``torch.nn.SyncBatchNorm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.SyncBatchNorm.html)] | +| 126 | torch.nn.modules.activation.ReLU | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu) | ``torch.nn.ReLU`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU.html)] | +| 127 | torch.nn.parallel.DataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel) | ``torch.nn.DataParallel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.DataParallel.html)] | +| 128 | torch.nn.parallel.distributed.DistributedDataParallel | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html) | ``torch.nn.parallel.DistributedDataParallel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.parallel.DistributedDataParallel.html)] | +| 129 | torch.nn.utils.clip_grad_norm | [paddle.nn.utils.clip\_grad\_norm\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_norm__cn.html) | ``torch.nn.utils.clip_grad_norm_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_norm_.html)] | +| 130 | torch.nn.utils.parametrizations.spectral_norm | [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm) | ``torch.nn.utils.spectral_norm`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.spectral_norm.html)] | +| 131 | torch.not_equal | [paddle.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/not_equal_cn.html#not_equal) | ``torch.ne`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ne.html)] | +| 132 | torch.optim.sgd.SGD | [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html) | ``torch.optim.SGD`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.SGD.html)] | +| 133 | torch.orgqr | [paddle.linalg.householder_product](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/tensor/linalg.py#L3744) | ``torch.linalg.householder_product`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.householder_product.html)] | +| 134 | torch.pairwise_distance | [paddle.nn.functional.pairwise_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance) | ``torch.nn.functional.pairwise_distance`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pairwise_distance.html)] | +| 135 | torch.pdist | [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html) | ``torch.nn.functional.pdist`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pdist.html)] | +| 136 | torch.pixel_shuffle | [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html) | ``torch.nn.functional.pixel_shuffle`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_shuffle.html)] | +| 137 | torch.pixel_unshuffle | [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html) | ``torch.nn.functional.pixel_unshuffle`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_unshuffle.html)] | +| 138 | torch.polygamma | [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma) | ``torch.special.polygamma`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.polygamma.html)] | +| 139 | torch.prelu | [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html) | ``torch.nn.functional.prelu`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.prelu.html)] | +| 140 | torch.random.get_rng_state | paddle.get_rng_state | ``torch.get_rng_state`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.get_rng_state.html)] | +| 141 | torch.random.seed | - | ``torch.seed`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.seed.html)] | +| 142 | torch.random.set_rng_state | paddle.set_rng_state | ``torch.set_rng_state`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.set_rng_state.html)] | +| 143 | torch.relu_ | [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html) | ``torch.nn.functional.relu_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu_.html)] | +| 144 | torch.rrelu_ | [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html) | ``torch.nn.functional.rrelu_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.rrelu_.html)] | | 145 | torch.selu_ | - | ``torch.nn.functional.selu_`` 别名, [-] | -| 146 | torch.sinc | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | ``torch.special.sinc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.special.sinc.html)] | -| 147 | torch.subtract | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.sub`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.sub.html)] | -| 148 | torch.tanh | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | ``torch.nn.functional.tanh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.nn.functional.tanh.html)] | -| 149 | torch.threshold | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | ``torch.nn.functional.threshold`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.nn.functional.threshold.html)] | -| 150 | torch.threshold_ | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | ``torch.nn.functional.threshold_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_default_value/torch.nn.functional.threshold_.html)] | -| 151 | torch.trapz | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | ``torch.trapezoid`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/parameter_name_only/torch.trapezoid.html)] | -| 152 | torch.utils.data.DistributedSampler | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | ``torch.utils.data.distributed.DistributedSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.distributed.DistributedSampler.html)] | -| 153 | torch.utils.data._utils.collate.default_collate | paddle.io.dataloader.collate.default_collate_fn | ``torch.utils.data.default_collate`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/return_parameter_type/torch.utils.data.default_collate.html)] | -| 154 | torch.utils.data.dataloader.DataLoader | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | ``torch.utils.data.DataLoader`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.DataLoader.html)] | -| 155 | torch.utils.data.sampler.BatchSampler | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | ``torch.utils.data.BatchSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_parameters/torch.utils.data.BatchSampler.html)] | -| 156 | torch.utils.data.sampler.RandomSampler | [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler) | ``torch.utils.data.RandomSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.RandomSampler.html)] | -| 157 | torch.utils.data.sampler.SubsetRandomSampler | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | ``torch.utils.data.SubsetRandomSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.utils.data.SubsetRandomSampler.html)] | -| 158 | torch.utils.data.sampler.WeightedRandomSampler | [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler) | ``torch.utils.data.WeightedRandomSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/torch.utils.data.WeightedRandomSampler.html)] | -| 159 | torch.utils.model_zoo.load_url | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | ``torch.hub.load_state_dict_from_url`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_parameters/torch.hub.load_state_dict_from_url.html)] | -| 160 | torch.xlogy | - | ``torch.special.xlogy`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/torch.special.xlogy.html)] | +| 146 | torch.sinc | [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | ``torch.special.sinc`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.sinc.html)] | +| 147 | torch.subtract | [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract) | ``torch.sub`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sub.html)] | +| 148 | torch.tanh | [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh) | ``torch.nn.functional.tanh`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanh.html)] | +| 149 | torch.threshold | [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html) | ``torch.nn.functional.threshold`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.threshold.html)] | +| 150 | torch.threshold_ | [paddle.nn.functional.thresholded\_relu\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu) | ``torch.nn.functional.threshold_`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.threshold_.html)] | +| 151 | torch.trapz | [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid) | ``torch.trapezoid`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trapezoid.html)] | +| 152 | torch.utils.data.DistributedSampler | [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler) | ``torch.utils.data.distributed.DistributedSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.distributed.DistributedSampler.html)] | +| 153 | torch.utils.data._utils.collate.default_collate | paddle.io.dataloader.collate.default_collate_fn | ``torch.utils.data.default_collate`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.utils.data.default_collate.html)] | +| 154 | torch.utils.data.dataloader.DataLoader | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DataLoader_cn.html#dataloader) | ``torch.utils.data.DataLoader`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.DataLoader.html)] | +| 155 | torch.utils.data.sampler.BatchSampler | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler) | ``torch.utils.data.BatchSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.utils.data.BatchSampler.html)] | +| 156 | torch.utils.data.sampler.RandomSampler | [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler) | ``torch.utils.data.RandomSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.RandomSampler.html)] | +| 157 | torch.utils.data.sampler.SubsetRandomSampler | [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler) | ``torch.utils.data.SubsetRandomSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.SubsetRandomSampler.html)] | +| 158 | torch.utils.data.sampler.WeightedRandomSampler | [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler) | ``torch.utils.data.WeightedRandomSampler`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.WeightedRandomSampler.html)] | +| 159 | torch.utils.model_zoo.load_url | [paddle.hub.load\_state\_dict\_from\_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url) | ``torch.hub.load_state_dict_from_url`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load_state_dict_from_url.html)] | +| 160 | torch.xlogy | - | ``torch.special.xlogy`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlogy.html)] | | 161 | torchvision.models.inception.Inception3 | - | ``torchvision.models.Inception3`` 别名, [-] | -| 162 | transformers.generation.logits_process.LogitsProcessorList | [paddlenlp.generation.LogitsProcessorList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/bloom/processor.py#L24) | ``transformers.generation.LogitsProcessorList`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/call_method_difference/transformers.generation.LogitsProcessorList.html)] | -| 163 | transformers.modeling_utils.PreTrainedModel | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | ``transformers.PreTrainedModel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.PreTrainedModel.html)] | -| 164 | transformers.utils.logging.get_logger | - | ``transformers.logging.get_logger`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/combination_alternative/transformers.logging.get_logger.html)] | +| 162 | transformers.generation.logits_process.LogitsProcessorList | [paddlenlp.generation.LogitsProcessorList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/bloom/processor.py#L24) | ``transformers.generation.LogitsProcessorList`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.LogitsProcessorList.html)] | +| 163 | transformers.modeling_utils.PreTrainedModel | [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843) | ``transformers.PreTrainedModel`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.html)] | +| 164 | transformers.utils.logging.get_logger | - | ``transformers.logging.get_logger`` 别名, [[差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.logging.get_logger.html)] | ### 13. 功能缺失 **分类简介**