From bf3de9ff9554aecdcb331118de84bfdfd80c6675 Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Sun, 28 Sep 2025 04:12:58 +0000
Subject: [PATCH 01/14] =?UTF-8?q?=E8=B0=83=E8=AF=95CI=E6=89=A7=E8=A1=8C?=
=?UTF-8?q?=E7=BB=93=E6=9E=9C?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
ci_scripts/hooks/pre-doc-compile.sh | 3 +++
.../convert_from_pytorch/tools/generate_pytorch_api_mapping.py | 1 -
2 files changed, 3 insertions(+), 1 deletion(-)
diff --git a/ci_scripts/hooks/pre-doc-compile.sh b/ci_scripts/hooks/pre-doc-compile.sh
index 16b1400277c..f96e4d14a23 100755
--- a/ci_scripts/hooks/pre-doc-compile.sh
+++ b/ci_scripts/hooks/pre-doc-compile.sh
@@ -52,6 +52,9 @@ fi
python ${APIMAPPING_ROOT}/tools/get_api_difference_info.py
python ${APIMAPPING_ROOT}/tools/generate_pytorch_api_mapping.py
+ls ${APIMAPPING_ROOT}/tools
+head -n 100 ${APIMAPPING_ROOT}/pytorch_api_mapping_cn.md
+
if [ $? -ne 0 ]; then
echo "Error: API mapping generate script failed, please check changes in ${APIMAPPING_ROOT}"
exit 1
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 70a7560525c..cb2356c26ad 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
@@ -125,7 +125,6 @@ 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"),
]
# 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
From 5b2a8cf2c6ba47f84ef75cc9fd5c8caebcf765b3 Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Sun, 28 Sep 2025 06:15:20 +0000
Subject: [PATCH 02/14] =?UTF-8?q?=E8=A6=86=E7=9B=96=E6=98=A0=E5=B0=84?=
=?UTF-8?q?=E6=96=87=E6=A1=A3=E4=BF=9D=E8=AF=81=E5=AE=98=E7=BD=91=E5=8F=AF?=
=?UTF-8?q?=E8=A7=81?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
ci_scripts/hooks/pre-doc-compile.sh | 2 -
.../pytorch_api_mapping_cn.md | 1878 ++++++++++++++++-
2 files changed, 1872 insertions(+), 8 deletions(-)
diff --git a/ci_scripts/hooks/pre-doc-compile.sh b/ci_scripts/hooks/pre-doc-compile.sh
index f96e4d14a23..d03723cfae5 100755
--- a/ci_scripts/hooks/pre-doc-compile.sh
+++ b/ci_scripts/hooks/pre-doc-compile.sh
@@ -52,8 +52,6 @@ fi
python ${APIMAPPING_ROOT}/tools/get_api_difference_info.py
python ${APIMAPPING_ROOT}/tools/generate_pytorch_api_mapping.py
-ls ${APIMAPPING_ROOT}/tools
-head -n 100 ${APIMAPPING_ROOT}/pytorch_api_mapping_cn.md
if [ $? -ne 0 ]; then
echo "Error: API mapping generate script failed, please check changes in ${APIMAPPING_ROOT}"
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 8516a1e49b7..dadd05794ab 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
@@ -45,7 +45,520 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 序号 | Pytorch 最新 release | Paddle develop | 备注 |
|------|-------------------|---------------|------|
-
+| 1 | [torch.Tensor.bfloat16](https://pytorch.org/docs/stable/generated/torch.Tensor.bfloat16.html#torch.Tensor.bfloat16) | paddle.Tensor.bfloat16 | - |
+| 2 | [torch.Tensor.bool](https://pytorch.org/docs/stable/generated/torch.Tensor.bool.html#torch.Tensor.bool) | paddle.Tensor.bool | - |
+| 3 | [torch.Tensor.byte](https://pytorch.org/docs/stable/generated/torch.Tensor.byte.html#torch.Tensor.byte) | paddle.Tensor.byte | - |
+| 4 | [torch.Tensor.char](https://pytorch.org/docs/stable/generated/torch.Tensor.char.html#torch.Tensor.char) | paddle.Tensor.char | - |
+| 5 | [torch.Tensor.double](https://pytorch.org/docs/stable/generated/torch.Tensor.double.html#torch-Tensor-double) | paddle.Tensor.double | - |
+| 6 | [torch.Tensor.float](https://pytorch.org/docs/stable/generated/torch.Tensor.float.html?highlight=float#torch.Tensor.float) | paddle.Tensor.float | - |
+| 7 | [torch.Tensor.half](https://pytorch.org/docs/stable/generated/torch.Tensor.half.html#torch.Tensor.half) | paddle.Tensor.half | - |
+| 8 | [torch.Tensor.int](https://pytorch.org/docs/stable/generated/torch.Tensor.int.html?highlight=int#torch.Tensor.int) | paddle.Tensor.int | - |
+| 9 | [torch.Tensor.long](https://pytorch.org/docs/stable/generated/torch.Tensor.long.html#torch.Tensor.long) | paddle.Tensor.long | - |
+| 10 | [torch.Tensor.short](https://pytorch.org/docs/stable/generated/torch.Tensor.short.html#torch.Tensor.short) | paddle.Tensor.short | - |
+| 11 | [torch.Tensor.cfloat](https://pytorch.org/docs/stable/generated/torch.Tensor.cfloat.html?highlight=torch+tensor+cfloat#torch.Tensor.cfloat) | paddle.Tensor.cfloat | - |
+| 12 | [torch.Tensor.cdouble](https://pytorch.org/docs/stable/generated/torch.Tensor.cdouble.html?highlight=torch+tensor+cdouble#torch.Tensor.cdouble) | paddle.Tensor.cdouble | - |
+| 13 | [torch.nn.init.calculate_gain](https://pytorch.org/docs/stable/nn.init.html?highlight=gain#torch.nn.init.calculate_gain) | paddle.nn.init.calculate_gain | - |
+| 14 | [torch.nn.init.constant_](https://pytorch.org/docs/stable/nn.init.html?highlight=constant_#torch.nn.init.constant_) | paddle.nn.init.constant_ | - |
+| 15 | [torch.nn.init.dirac_](https://pytorch.org/docs/stable/nn.init.html?highlight=dirac_#torch.nn.init.dirac_) | paddle.nn.init.dirac_ | - |
+| 16 | [torch.nn.init.eye_](https://pytorch.org/docs/stable/nn.init.html?highlight=eye_#torch.nn.init.eye_) | paddle.nn.init.eye_ | - |
+| 17 | [torch.nn.init.kaiming_normal_](https://pytorch.org/docs/stable/nn.init.html?highlight=kaiming_normal_#torch.nn.init.kaiming_normal_) | paddle.nn.init.kaiming_normal_ | - |
+| 18 | [torch.nn.init.kaiming_uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=kaiming_uniform_#torch.nn.init.kaiming_uniform_) | paddle.nn.init.kaiming_uniform_ | - |
+| 19 | [torch.nn.init.normal_](https://pytorch.org/docs/stable/nn.init.html?highlight=normal_#torch.nn.init.normal_) | paddle.nn.init.normal_ | - |
+| 20 | [torch.nn.init.ones_](https://pytorch.org/docs/stable/nn.init.html?highlight=ones_#torch.nn.init.ones_) | paddle.nn.init.ones_ | - |
+| 21 | [torch.nn.init.orthogonal_](https://pytorch.org/docs/stable/nn.init.html?highlight=orthogonal_#torch.nn.init.orthogonal_) | paddle.nn.init.orthogonal_ | - |
+| 22 | [torch.nn.init.trunc_normal_](https://pytorch.org/docs/stable/nn.init.html#torch.nn.init.trunc_normal_) | paddle.nn.init.trunc_normal_ | - |
+| 23 | [torch.nn.init.uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=uniform_#torch.nn.init.uniform_) | paddle.nn.init.uniform_ | - |
+| 24 | [torch.nn.init.xavier_normal_](https://pytorch.org/docs/stable/nn.init.html?highlight=xavier_normal_#torch.nn.init.xavier_normal_) | paddle.nn.init.xavier_normal_ | - |
+| 25 | [torch.nn.init.xavier_uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=xavier_uniform_#torch.nn.init.xavier_uniform_) | paddle.nn.init.xavier_uniform_ | - |
+| 26 | [torch.nn.init.zeros_](https://pytorch.org/docs/stable/nn.init.html?highlight=zeros_#torch.nn.init.zeros_) | paddle.nn.init.zeros_ | - |
+| 27 | [torch.nn.Conv1d](https://pytorch.org/docs/stable/generated/torch.nn.Conv1d.html?highlight=conv1d#torch.nn.Conv1d) | paddle.nn.Conv1d | - |
+| 28 | [torch.nn.Conv2d](https://pytorch.org/docs/stable/generated/torch.nn.Conv2d.html?highlight=conv2d#torch.nn.Conv2d) | paddle.nn.Conv2d | - |
+| 29 | [torch.nn.Conv3d](https://pytorch.org/docs/stable/generated/torch.nn.Conv3d.html?highlight=conv3d#torch.nn.Conv3d) | paddle.nn.Conv3d | - |
+| 30 | [torch.nn.Embedding](https://pytorch.org/docs/stable/generated/torch.nn.Embedding.html?highlight=embedding#torch.nn.Embedding) | [paddle.nn.Embedding](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Embedding_cn.html#embedding) | - |
+| 31 | [torch.complex](https://pytorch.org/docs/stable/generated/torch.complex.html) | [paddle.complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/complex_cn.html#complex) | - |
+| 32 | [torch.polar](https://pytorch.org/docs/stable/generated/torch.polar.html#torch.polar) | [paddle.polar](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polar_cn.html) | - |
+| 33 | [torch.cat](https://pytorch.org/docs/stable/generated/torch.cat.html?highlight=cat#torch.cat) | paddle.cat | - |
+| 34 | [torch.stack](https://pytorch.org/docs/stable/generated/torch.stack.html#torch.stack) | [paddle.stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/stack_cn.html) | - |
+| 35 | [torch.swapaxes](https://pytorch.org/docs/stable/generated/torch.swapaxes.html#torch.swapaxes) | paddle.swapaxes | - |
+| 36 | [torch.swapdims](https://pytorch.org/docs/stable/generated/torch.swapdims.html#torch.swapdims) | paddle.swapdims | - |
+| 37 | [torch.where](https://pytorch.org/docs/stable/generated/torch.where.html) | [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/where_cn.html) | - |
+| 38 | [torch.clamp](https://pytorch.org/docs/stable/generated/torch.clamp.html#torch-clamp) | paddle.clamp | - |
+| 39 | torch.clip | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | - |
+| 40 | [torch.cos](https://pytorch.org/docs/stable/generated/torch.cos.html#torch-cos) | [paddle.cos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cos_cn.html#cos) | - |
+| 41 | [torch.floor](https://pytorch.org/docs/stable/generated/torch.floor.html?highlight=torch+floor#torch.floor) | [paddle.floor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_cn.html#floor) | - |
+| 42 | [torch.log](https://pytorch.org/docs/stable/generated/torch.log.html?highlight=log#torch.log) | [paddle.log](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log_cn.html#log) | - |
+| 43 | [torch.mul](https://pytorch.org/docs/stable/generated/torch.mul.html?highlight=torch+mul#torch.mul) | paddle.mul | - |
+| 44 | torch.multiply | [paddle.multiply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multiply_cn.html) | - |
+| 45 | [torch.pow](https://pytorch.org/docs/stable/generated/torch.pow.html?highlight=pow#torch.pow) | [paddle.pow](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pow_cn.html) | - |
+| 46 | [torch.rsqrt](https://pytorch.org/docs/stable/generated/torch.rsqrt.html?highlight=rsqrt#torch.rsqrt) | [paddle.rsqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rsqrt_cn.html#rsqrt) | - |
+| 47 | [torch.sign](https://pytorch.org/docs/stable/generated/torch.sign.html?highlight=sign#torch.sign) | [paddle.sign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sign_cn.html#sign) | - |
+| 48 | [torch.sin](https://pytorch.org/docs/stable/generated/torch.sin.html?highlight=sin#torch.sin) | [paddle.sin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sin_cn.html#sin) | - |
+| 49 | [torch.eq](https://pytorch.org/docs/stable/generated/torch.eq.html) | paddle.eq | - |
+| 50 | [torch.gt](https://pytorch.org/docs/stable/generated/torch.gt.html) | paddle.gt | - |
+| 51 | [torch.view_as_real](https://pytorch.org/docs/stable/generated/torch.view_as_real.html?highlight=view_as_real#torch.view_as_real) | paddle.view_as_real | - |
+| 52 | [torch.view_as_complex](https://pytorch.org/docs/stable/generated/torch.view_as_complex.html?highlight=view_as_complex#torch.view_as_complex) | paddle.view_as_complex | - |
+| 53 | [torch.ger](https://pytorch.org/docs/stable/generated/torch.ger.html?highlight=ger#torch.ger) | paddle.ger | - |
+| 54 | [torch.Tensor.mul](https://pytorch.org/docs/stable/generated/torch.Tensor.mul.html) | paddle.Tensor.mul | - |
+| 55 | [torch.Tensor.mul_](https://pytorch.org/docs/stable/generated/torch.Tensor.mul_.html) | paddle.Tensor.mul_ | - |
+| 56 | [torch.Tensor.swapaxes](https://pytorch.org/docs/stable/generated/torch.Tensor.swapaxes.html#torch.Tensor.swapaxes) | paddle.Tensor.swapaxes | - |
+| 57 | [torch.Tensor.swapdims](https://pytorch.org/docs/stable/generated/torch.Tensor.swapdims.html#torch.Tensor.swapdims) | paddle.Tensor.swapdims | - |
+| 58 | [torch.autograd.Function](https://pytorch.org/docs/stable/autograd.html#torch.autograd.Function) | paddle.autograd.Function | - |
+| 59 | [torch.take_along_dim](https://pytorch.org/docs/stable/generated/torch.take_along_dim.html?highlight=torch+take_along_dim#torch.take_along_dim) | paddle.take_along_dim | - |
+| 60 | [torch.Tensor.take_along_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.take_along_dim.html?highlight=torch+tensor+take_along_dim#torch.Tensor.take_along_dim) | paddle.Tensor.take_along_dim | - |
+| 61 | [torch.special.logsumexp](https://pytorch.org/docs/stable/special.html#torch.special.logsumexp) | paddle.special.logsumexp | - |
+| 62 | [torch.argwhere](https://pytorch.org/docs/stable/generated/torch.argwhere.html#torch.argwhere) | paddle.argwhere | - |
+| 63 | torch.concatenate | paddle.concatenate | - |
+| 64 | torch.is_autocast_enabled | paddle.is_autocast_enabled | - |
+| 65 | torch.get_autocast_gpu_dtype | paddle.get_autocast_gpu_dtype | - |
+| 66 | [torch.cumsum](https://pytorch.org/docs/stable/generated/torch.cumsum.html?highlight=cumsum#torch.cumsum) | [paddle.cumsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumsum_cn.html#cumsum) | - |
+| 67 | [torch.diff](https://pytorch.org/docs/stable/generated/torch.diff.html?highlight=diff#torch.diff) | [paddle.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff) | - |
+| 68 | [torch.nn.functional.dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout1d.html#torch.nn.functional.dropout1d) | paddle.nn.functional.dropout1d | - |
+| 69 | [torch.nn.parameter.Parameter](https://pytorch.org/docs/stable/generated/torch.nn.parameter.Parameter.html?highlight=torch%20nn%20parameter#torch.nn.parameter.Parameter) | paddle.nn.parameter.Parameter | - |
+| 70 | [torch.add](https://pytorch.org/docs/stable/generated/torch.add.html?highlight=add#torch.add) | [paddle.add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/add_cn.html#add) | - |
+| 71 | [torch.div](https://pytorch.org/docs/stable/generated/torch.div.html#torch.div) | paddle.div | - |
+| 72 | torch.divide | [paddle.divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/divide_cn.html) | - |
+| 73 | [torch.true_divide](https://pytorch.org/docs/stable/generated/torch.true_divide.html) | paddle.true_divide | - |
+| 74 | [torch.Tensor.add](https://pytorch.org/docs/stable/generated/torch.Tensor.add.html#torch.Tensor.add) | [paddle.Tensor.add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#add-y-name-none) | - |
+| 75 | [torch.Tensor.add_](https://pytorch.org/docs/stable/generated/torch.Tensor.add_.html#torch.Tensor.add_) | [paddle.Tensor.add_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id3) | - |
+| 76 | [torch.Tensor.div](https://pytorch.org/docs/stable/generated/torch.Tensor.div.html#torch.Tensor.div) | paddle.Tensor.div | - |
+| 77 | [torch.Tensor.div_](https://pytorch.org/docs/stable/generated/torch.Tensor.div_.html) | paddle.Tensor.div_ | - |
+| 78 | torch.Tensor.divide | [paddle.Tensor.divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#divide-y-name-none) | - |
+| 79 | torch.Tensor.divide_ | paddle.Tensor.divide_ | - |
+| 80 | [torch.Tensor.true_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide.html#torch.Tensor.true_divide) | paddle.Tensor.true_divide | - |
+| 81 | [torch.Size](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | paddle.Size | - |
+| 82 | [torch.Tensor.is_cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.is_cuda.html?highlight=is_cuda#torch.Tensor.is_cuda) | paddle.Tensor.is_cuda | - |
+| 83 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html?highlight=torch%20sub#torch.sub) | paddle.sub | - |
+| 84 | [torch.Tensor.sub](https://pytorch.org/docs/stable/generated/torch.Tensor.sub.html#torch.Tensor.sub) | paddle.Tensor.sub | - |
+| 85 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/generated/torch.Tensor.sub_.html) | paddle.Tensor.sub_ | - |
+| 86 | [torch.Tensor.random_](https://pytorch.org/docs/stable/generated/torch.Tensor.random_.html) | paddle.Tensor.random_ | - |
+| 87 | [torch.range](https://pytorch.org/docs/stable/generated/torch.range.html?highlight=range#torch.range) | paddle.range | - |
+| 88 | [torch.arange](https://pytorch.org/docs/stable/generated/torch.arange.html?highlight=arange#torch.arange) | [paddle.arange](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/arange_cn.html) | - |
+| 89 | [torch.randn](https://pytorch.org/docs/stable/generated/torch.randn.html?highlight=randn#torch.randn) | [paddle.randn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_cn.html#randn) | - |
+| 90 | [torch.zeros](https://pytorch.org/docs/stable/generated/torch.zeros.html?highlight=zeros#torch.zeros) | [paddle.zeros](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/zeros_cn.html) | - |
+| 91 | [torch.ones](https://pytorch.org/docs/stable/generated/torch.ones.html?highlight=ones#torch.ones) | [paddle.ones](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ones_cn.html) | - |
+| 92 | [torch.full](https://pytorch.org/docs/stable/generated/torch.full.html?highlight=ful#torch.full) | [paddle.full](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/full_cn.html) | - |
+| 93 | [torch.empty](https://pytorch.org/docs/stable/generated/torch.empty.html?highlight=empty#torch.empty) | [paddle.empty](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/empty_cn.html) | - |
+| 94 | [torch.zeros_like](https://pytorch.org/docs/stable/generated/torch.zeros_like.html?highlight=zeros_like#torch.zeros_like) | [paddle.zeros_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/zeros_like_cn.html) | - |
+| 95 | [torch.ones_like](https://pytorch.org/docs/stable/generated/torch.ones_like.html?highlight=ones_like#torch.ones_like) | [paddle.ones_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ones_like_cn.html) | - |
+| 96 | [torch.full_like](https://pytorch.org/docs/stable/generated/torch.full_like.html?highlight=full_like#torch.full_like) | [paddle.full_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/full_like_cn.html#full-like) | - |
+| 97 | [torch.empty_like](https://pytorch.org/docs/stable/generated/torch.empty_like.html?highlight=empty_like#torch.empty_like) | [paddle.empty_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/empty_like_cn.html) | - |
+| 98 | [torch.Tensor.new_zeros](https://pytorch.org/docs/stable/generated/torch.Tensor.new_zeros.html#torch-tensor-new-zeros) | paddle.Tensor.new_zeros | - |
+| 99 | [torch.Tensor.new_ones](https://pytorch.org/docs/stable/generated/torch.Tensor.new_ones.html#torch-tensor-new-ones) | paddle.Tensor.new_ones | - |
+| 100 | [torch.Tensor.new_full](https://pytorch.org/docs/stable/generated/torch.Tensor.new_full.html#torch-tensor-new-full) | paddle.Tensor.new_full | - |
+| 101 | [torch.Tensor.new_empty](https://pytorch.org/docs/stable/generated/torch.Tensor.new_empty.html#torch-tensor-new-empty) | paddle.Tensor.new_empty | - |
+| 102 | [torch.eye](https://pytorch.org/docs/stable/generated/torch.eye.html?highlight=eye#torch.eye) | [paddle.eye](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/eye_cn.html) | - |
+| 103 | torch.cuda.cudart | paddle.cuda.cudart | - |
+| 104 | torch.cuda.check_error | paddle.cuda.check_error | - |
+| 105 | torch.cuda.mem_get_info | paddle.cuda.mem_get_info | - |
+| 106 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | paddle.cuda.is_initialized | - |
+| 107 | [torch.permute](https://pytorch.org/docs/stable/generated/torch.permute.html?highlight=permute#torch.permute) | paddle.permute | - |
+| 108 | [torch.Tensor.permute](https://pytorch.org/docs/stable/generated/torch.Tensor.permute.html) | paddle.Tensor.permute | - |
+| 109 | [torch.repeat_interleave](https://pytorch.org/docs/stable/generated/torch.repeat_interleave.html#torch-repeat-interleave) | [paddle.repeat_interleave](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/repeat_interleave_cn.html#repeat-interleave) | - |
+| 110 | [torch.Tensor.repeat_interleave](https://pytorch.org/docs/stable/generated/torch.Tensor.repeat_interleave.html#torch.Tensor.repeat_interleave) | [paddle.Tensor.repeat_interleave](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#repeat-interleave-repeats-axis-none-name-none) | - |
+| 111 | [torch.Tensor.repeat](https://pytorch.org/docs/stable/generated/torch.Tensor.repeat.html) | paddle.Tensor.repeat | - |
+| 112 | [torch.maximum](https://pytorch.org/docs/stable/generated/torch.maximum.html#torch.maximum) | [paddle.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/maximum_cn.html) | - |
+| 113 | [torch.minimum](https://pytorch.org/docs/stable/generated/torch.minimum.html#torch.minimum) | [paddle.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/minimum_cn.html) | - |
+| 114 | [torch.topk](https://pytorch.org/docs/stable/generated/torch.topk.html?highlight=topk#torch.topk) | [paddle.topk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/topk_cn.html#paddle.topk) | - |
+| 115 | [torch.sqrt](https://pytorch.org/docs/stable/generated/torch.sqrt.html?highlight=sqrt#torch.sqrt) | [paddle.sqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sqrt_cn.html#sqrt) | - |
+| 116 | [torch.amin](https://pytorch.org/docs/stable/generated/torch.amin.html) | [paddle.amin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amin_cn.html#amin) | - |
+| 117 | [torch.amax](https://pytorch.org/docs/stable/generated/torch.amax.html) | [paddle.amax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amax_cn.html#amax) | - |
+| 118 | [torch.Tensor.stride](https://pytorch.org/docs/stable/generated/torch.Tensor.stride.html#torch-tensor-stride) | paddle.Tensor.stride | - |
+| 119 | [torch.Tensor.get_device](https://pytorch.org/docs/stable/generated/torch.Tensor.get_device.html?highlight=torch+tensor+get_device#torch.Tensor.get_device) | paddle.Tensor.get_device | - |
+| 120 | torch.random.initial_seed | paddle.random.initial_seed | - |
+| 121 | [torch.as_tensor](https://pytorch.org/docs/stable/generated/torch.as_tensor.html#torch.as_tensor) | paddle.as_tensor | - |
+| 122 | [torch.tensor](https://pytorch.org/docs/stable/generated/torch.tensor.html?highlight=tensor#torch.tensor) | paddle.tensor | - |
+| 123 | [torch.Tensor.copy_](https://pytorch.org/docs/stable/generated/torch.Tensor.copy_.html#torch.Tensor.copy_) | paddle.Tensor.copy_ | - |
+| 124 | [torch.Tensor.norm](https://pytorch.org/docs/stable/generated/torch.Tensor.norm.html#torch.Tensor.norm) | [paddle.Tensor.norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#norm-p-fro-axis-none-keepdim-false-name-none) | - |
+| 125 | [torch.Tensor](https://pytorch.org/docs/stable/tensors.html) | paddle.Tensor | - |
+| 126 | [torch.FloatTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.FloatTensor | - |
+| 127 | [torch.DoubleTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.DoubleTensor | - |
+| 128 | [torch.HalfTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.HalfTensor | - |
+| 129 | torch.BFloat16Tensor | paddle.BFloat16Tensor | - |
+| 130 | [torch.ByteTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.ByteTensor | - |
+| 131 | torch.CharTensor | paddle.CharTensor | - |
+| 132 | [torch.ShortTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.ShortTensor | - |
+| 133 | [torch.IntTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.IntTensor | - |
+| 134 | [torch.LongTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.LongTensor | - |
+| 135 | [torch.BoolTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.BoolTensor | - |
+| 136 | [torch.norm](https://pytorch.org/docs/stable/generated/torch.norm.html) | paddle.norm | - |
+| 137 | [torch.linalg.norm](https://pytorch.org/docs/stable/generated/torch.linalg.norm.html#torch.linalg.norm) | [paddle.linalg.norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/norm_cn.html#norm) | - |
+| 138 | [torch.Tensor.size](https://pytorch.org/docs/stable/generated/torch.Tensor.size.html#torch.Tensor.size) | [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fluid/layers/size_cn.html#cn-api-fluid-layers-size) | - |
+| 139 | [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) | - |
+| 140 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to) | paddle.nn.Module.to | - |
+| 141 | [torch.linalg.vector_norm](https://pytorch.org/docs/stable/generated/torch.linalg.vector_norm.html#torch.linalg.vector_norm) | [paddle.linalg.vector_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/vector_norm_cn.html) | - |
+| 142 | torch.functional.split | paddle.functional.split | - |
+| 143 | torch.functional.unique_consecutive | paddle.functional.unique_consecutive | - |
+| 144 | torch.functional.atleast_1d | paddle.functional.atleast_1d | - |
+| 145 | torch.functional.atleast_2d | paddle.functional.atleast_2d | - |
+| 146 | torch.functional.atleast_3d | paddle.functional.atleast_3d | - |
+| 147 | torch.functional.broadcast_shapes | paddle.functional.broadcast_shapes | - |
+| 148 | torch.functional.einsum | paddle.functional.einsum | - |
+| 149 | torch.functional.norm | paddle.functional.norm | - |
+| 150 | [torch.multinomial](https://pytorch.org/docs/stable/generated/torch.multinomial.html#torch.multinomial) | [paddle.multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multinomial_cn.html) | - |
+| 151 | [torch.var](https://pytorch.org/docs/stable/generated/torch.var.html) | [paddle.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/var_cn.html#var) | - |
+| 152 | [torch.rand_like](https://pytorch.org/docs/stable/generated/torch.rand_like.html#torch.rand_like) | paddle.rand_like | - |
+| 153 | [torch.mean](https://pytorch.org/docs/stable/generated/torch.mean.html) | [paddle.mean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mean_cn.html#mean) | - |
+| 154 | [torch.Tensor.mean](https://pytorch.org/docs/stable/generated/torch.Tensor.mean.html) | [paddle.Tensor.mean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mean-axis-none-keepdim-false-name-none) | - |
+| 155 | [torch.msort](https://pytorch.org/docs/stable/generated/torch.msort.html#torch.msort) | paddle.msort | - |
+| 156 | [torch.Tensor.msort](https://pytorch.org/docs/stable/generated/torch.Tensor.msort.html#torch.Tensor.msort) | paddle.Tensor.msort | - |
+| 157 | [torch.Tensor.ravel](https://pytorch.org/docs/stable/generated/torch.Tensor.ravel.html#torch.Tensor.ravel) | paddle.Tensor.ravel | - |
+| 158 | [torch.ravel](https://pytorch.org/docs/stable/generated/torch.ravel.html?highlight=ravel#torch.ravel) | paddle.ravel | - |
+| 159 | [torch.Tensor.scatter_add](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_add.html#torch.Tensor.scatter_add) | paddle.Tensor.scatter_add | - |
+| 160 | [torch.scatter_add](https://pytorch.org/docs/stable/generated/torch.scatter_add.html#torch.scatter_add) | paddle.scatter_add | - |
+| 161 | [torch.Tensor.scatter_add_](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_add_.html#torch.Tensor.scatter_add_) | paddle.Tensor.scatter_add_ | - |
+| 162 | [torch.Tensor.tril](https://pytorch.org/docs/stable/generated/torch.Tensor.tril.html#torch.Tensor.tril) | paddle.Tensor.tril | - |
+| 163 | [torch.tril](https://pytorch.org/docs/stable/generated/torch.tril.html?highlight=tril#torch.tril) | [paddle.tril](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_cn.html) | - |
+| 164 | [torch.Tensor.triu](https://pytorch.org/docs/stable/generated/torch.Tensor.triu.html#torch.Tensor.triu) | paddle.Tensor.triu | - |
+| 165 | [torch.triu](https://pytorch.org/docs/stable/generated/torch.triu.html?highlight=triu#torch.triu) | [paddle.triu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_cn.html) | - |
+| 166 | [torch.bmm](https://pytorch.org/docs/stable/generated/torch.bmm.html?highlight=bmm#torch.bmm) | [paddle.bmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bmm_cn.html) | - |
+| 167 | [torch.Tensor.bmm](https://pytorch.org/docs/stable/generated/torch.Tensor.bmm.html) | [paddle.Tensor.bmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#bmm-y-name-none) | - |
+| 168 | [torch.nn.GELU](https://pytorch.org/docs/stable/generated/torch.nn.GELU.html#torch.nn.GELU) | [paddle.nn.GELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GELU_cn.html) | - |
+| 169 | [torch.broadcast_shapes](https://pytorch.org/docs/stable/generated/torch.broadcast_shapes.html#torch.broadcast_shapes) | paddle.broadcast_shapes | - |
+| 170 | [torch.Tensor.scatter_reduce](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_reduce.html#torch-tensor-scatter-reduce) | paddle.Tensor.scatter_reduce | - |
+| 171 | [torch.scatter_reduce](https://pytorch.org/docs/stable/generated/torch.scatter_reduce.html#torch-scatter-reduce) | paddle.scatter_reduce | - |
+| 172 | [torch.nn.functional.silu](https://pytorch.org/docs/stable/generated/torch.nn.functional.silu.html) | [paddle.nn.functional.silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/silu_cn.html#silu) | - |
+| 173 | [torch.Tensor.softmax](https://pytorch.org/docs/stable/generated/torch.Tensor.softmax.html?highlight=softmax#torch.Tensor.softmax) | paddle.Tensor.softmax | - |
+| 174 | [torch.special.softmax](https://pytorch.org/docs/stable/special.html#torch.special.softmax) | paddle.special.softmax | - |
+| 175 | [torch.softmax](https://pytorch.org/docs/stable/generated/torch.softmax.html) | paddle.softmax | - |
+| 176 | [torch.Tensor.clamp](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp.html?highlight=clamp#torch.Tensor.clamp) | paddle.Tensor.clamp | - |
+| 177 | [torch.Tensor.itemsize](https://pytorch.org/docs/stable/generated/torch.Tensor.itemsize.html) | paddle.Tensor.itemsize | - |
+| 178 | [torch.get_default_dtype](https://pytorch.org/docs/stable/generated/torch.get_default_dtype.html#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) | - |
+| 179 | [torch.einsum](https://pytorch.org/docs/stable/generated/torch.einsum.html#torch.einsum) | [paddle.einsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/einsum_cn.html) | - |
+| 180 | [torch.nn.Identity](https://pytorch.org/docs/stable/generated/torch.nn.Identity.html#identity) | [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) | - |
+| 181 | [torch.Tensor.ndim](https://pytorch.org/docs/stable/generated/torch.Tensor.ndim.html) | [paddle.Tensor.ndim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ndim) | - |
+| 182 | [torch.Tensor.T](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.T) | [paddle.Tensor.T](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | - |
+| 183 | [torch.Tensor.abs](https://pytorch.org/docs/stable/generated/torch.Tensor.abs.html#torch.Tensor.abs) | [paddle.Tensor.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#abs-name-none) | - |
+| 184 | [torch.Tensor.cos](https://pytorch.org/docs/stable/generated/torch.Tensor.cos.html?highlight=cos#torch.Tensor.cos) | [paddle.Tensor.cos](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#cos-name-none) | - |
+| 185 | [torch.Tensor.detach](https://pytorch.org/docs/stable/generated/torch.Tensor.detach.html?highlight=detach#torch.Tensor.detach) | [paddle.Tensor.detach](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#detach) | - |
+| 186 | [torch.Tensor.dim](https://pytorch.org/docs/stable/generated/torch.Tensor.dim.html?highlight=dim#torch.Tensor.dim) | [paddle.Tensor.dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dim) | - |
+| 187 | [torch.Tensor.fill_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_.html?highlight=fill_#torch.Tensor.fill_) | [paddle.Tensor.fill_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-x-value-name-none) | - |
+| 188 | [torch.Tensor.isnan](https://pytorch.org/docs/stable/generated/torch.Tensor.isnan.html) | [paddle.Tensor.isnan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isnan-name-none) | - |
+| 189 | [torch.Tensor.item](https://pytorch.org/docs/stable/generated/torch.Tensor.item.html#torch-tensor-item) | [paddle.Tensor.item](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#item-args) | - |
+| 190 | [torch.Tensor.log](https://pytorch.org/docs/stable/generated/torch.Tensor.log.html) | [paddle.Tensor.log](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log-name-none) | - |
+| 191 | [torch.Tensor.masked_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter.html?highlight=masked_scatter#torch.Tensor.masked_scatter) | [paddle.Tensor.masked_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#masked-scatter-mask-value-name-non) | - |
+| 192 | [torch.Tensor.masked_fill_](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill_.html?highlight=masked_fill_#torch.Tensor.masked_fill_) | paddle.Tensor.masked_fill_ | - |
+| 193 | [torch.Tensor.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html?highlight=masked_fill#torch.Tensor.masked_fill) | [paddle.Tensor.masked_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#masked-fill-mask-value-name-non) | - |
+| 194 | [torch.Tensor.nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.nonzero.html?highlight=nonzero#torch.Tensor.nonzero) | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | - |
+| 195 | [torch.Tensor.normal_](https://pytorch.org/docs/stable/generated/torch.Tensor.normal_.html#torch-tensor-normal) | paddle.Tensor.normal_ | - |
+| 196 | [torch.Tensor.sigmoid](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid) | paddle.Tensor.sigmoid | - |
+| 197 | [torch.Tensor.sin](https://pytorch.org/docs/stable/generated/torch.Tensor.sin) | [paddle.Tensor.sin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sin-name-none) | - |
+| 198 | [torch.Tensor.square](https://pytorch.org/docs/stable/generated/torch.Tensor.square.html#torch-tensor-square) | [paddle.Tensor.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#square-name-none) | - |
+| 199 | [torch.Tensor.tolist](https://pytorch.org/docs/stable/generated/torch.Tensor.tolist.html#torch.Tensor.tolist) | [paddle.Tensor.tolist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tolist) | - |
+| 200 | [torch.Tensor.zero_](https://pytorch.org/docs/stable/generated/torch.Tensor.zero_.html#torch.Tensor.zero_) | [paddle.Tensor.zero_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#zero-x-name-none) | - |
+| 201 | [torch.distributed.get_rank](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_rank) | [paddle.distributed.get_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_rank_cn.html) | - |
+| 202 | [torch.distributed.get_world_size](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_world_size) | [paddle.distributed.get_world_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_world_size_cn.html) | - |
+| 203 | [torch.Tensor.shape](https://pytorch.org/docs/stable/generated/torch.Tensor.shape.html) | [paddle.Tensor.shape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#shape) | - |
+| 204 | [torch.float32](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.float32](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L28) | - |
+| 205 | torch.long | paddle.long | - |
+| 206 | [torch.int32](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.int32](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L25) | - |
+| 207 | [torch.bfloat16](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.bfloat16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L31) | - |
+| 208 | [torch.int64](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.int64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L26) | - |
+| 209 | [torch.bool](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.bool](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L36) | - |
+| 210 | [torch.uint8](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.uint8](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L22) | - |
+| 211 | [torch.Tensor.abs_](https://pytorch.org/docs/stable/generated/torch.Tensor.abs_.html) | paddle.Tensor.abs_ | - |
+| 212 | [torch.Tensor.acos](https://pytorch.org/docs/stable/generated/torch.Tensor.acos.html) | paddle.Tensor.acos | - |
+| 213 | [torch.Tensor.acos_](https://pytorch.org/docs/stable/generated/torch.Tensor.acos_.html) | paddle.Tensor.acos_ | - |
+| 214 | [torch.Tensor.acosh](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh.html?highlight=acosh#torch.Tensor.acosh) | paddle.Tensor.acosh | - |
+| 215 | [torch.Tensor.acosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh_.html) | paddle.Tensor.acosh_ | - |
+| 216 | [torch.Tensor.angle](https://pytorch.org/docs/stable/generated/torch.Tensor.angle.html) | [paddle.Tensor.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#angle-name-none) | - |
+| 217 | [torch.Tensor.apply_](https://pytorch.org/docs/stable/generated/torch.Tensor.apply_.html) | paddle.Tensor.apply_ | - |
+| 218 | [torch.Tensor.asin](https://pytorch.org/docs/stable/generated/torch.Tensor.asin.html) | [paddle.Tensor.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#asin-name-none) | - |
+| 219 | [torch.Tensor.asin_](https://pytorch.org/docs/stable/generated/torch.Tensor.asin_.html) | paddle.Tensor.asin_ | - |
+| 220 | [torch.Tensor.asinh](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh) | paddle.Tensor.asinh | - |
+| 221 | [torch.Tensor.asinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh_) | paddle.Tensor.asinh_ | - |
+| 222 | [torch.Tensor.atan](https://pytorch.org/docs/stable/generated/torch.Tensor.atan.html) | [paddle.Tensor.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#atan-name-none) | - |
+| 223 | [torch.Tensor.atan_](https://pytorch.org/docs/stable/generated/torch.Tensor.atan_.html) | paddle.Tensor.atan_ | - |
+| 224 | [torch.Tensor.atanh](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh.html#torch.Tensor.atanh) | paddle.Tensor.atanh | - |
+| 225 | [torch.Tensor.atanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh_.html#torch.Tensor.atanh_) | paddle.Tensor.atanh_ | - |
+| 226 | [torch.Tensor.bincount](https://pytorch.org/docs/stable/generated/torch.Tensor.bincount.html) | [paddle.Tensor.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#bincount-weights-none-minlength-0) | - |
+| 227 | [torch.Tensor.bitwise_not](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not.html) | paddle.Tensor.bitwise_not | - |
+| 228 | [torch.Tensor.bitwise_not_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not_.html) | paddle.Tensor.bitwise_not_ | - |
+| 229 | [torch.Tensor.ceil](https://pytorch.org/docs/stable/generated/torch.Tensor.ceil.html) | [paddle.Tensor.ceil](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ceil-name-none) | - |
+| 230 | [torch.Tensor.ceil_](https://pytorch.org/docs/stable/generated/torch.Tensor.ceil_.html) | [paddle.Tensor.ceil_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id7) | - |
+| 231 | [torch.Tensor.cholesky](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky.html) | [paddle.Tensor.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cholesky-upper-false-name-none) | - |
+| 232 | [torch.Tensor.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html#torch.cholesky_inverse) | [paddle.Tensor.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | - |
+| 233 | [torch.Tensor.clip](https://pytorch.org/docs/stable/generated/torch.Tensor.clip.html?highlight=clip#torch.Tensor.clip) | [paddle.Tensor.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clip-min-none-max-none-name-none) | - |
+| 234 | [torch.Tensor.clip_](https://pytorch.org/docs/stable/generated/torch.Tensor.clip_.html?highlight=clip_#torch.Tensor.clip_) | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | - |
+| 235 | [torch.Tensor.coalesce](https://pytorch.org/docs/stable/generated/torch.Tensor.coalesce.html#torch-tensor-coalesce) | [paddle.Tensor.coalesce](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/coalesce_en.html) | - |
+| 236 | [torch.Tensor.conj](https://pytorch.org/docs/stable/generated/torch.Tensor.conj.html?highlight=conj#torch.Tensor.conj) | [paddle.Tensor.conj](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#conj-name-none) | - |
+| 237 | [torch.Tensor.cos_](https://pytorch.org/docs/stable/generated/torch.Tensor.cos_.html) | paddle.Tensor.cos_ | - |
+| 238 | [torch.Tensor.cosh](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh.html?highlight=cosh#torch.Tensor.cosh) | [paddle.Tensor.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cosh-name-none) | - |
+| 239 | [torch.Tensor.cosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh_.html) | paddle.Tensor.cosh_ | - |
+| 240 | [torch.Tensor.cumprod](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod.html?highlight=cumprod#torch.Tensor.cumprod) | [paddle.Tensor.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) | - |
+| 241 | [torch.Tensor.cumprod_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod_.html) | paddle.Tensor.cumprod_ | - |
+| 242 | [torch.Tensor.data_ptr](https://pytorch.org/docs/stable/generated/torch.Tensor.data_ptr.html) | [paddle.Tensor.data_ptr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | - |
+| 243 | [torch.Tensor.deg2rad](https://pytorch.org/docs/stable/generated/torch.Tensor.deg2rad.html?highlight=deg2rad#torch.Tensor.deg2rad) | [paddle.Tensor.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#deg2rad-x-name-none) | - |
+| 244 | [torch.Tensor.dense_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.dense_dim.html#torch.Tensor.dense_dim) | [paddle.Tensor.dense_dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | - |
+| 245 | [torch.Tensor.detach_](https://pytorch.org/docs/stable/generated/torch.Tensor.detach_.html) | paddle.Tensor.detach_ | - |
+| 246 | [torch.Tensor.diag_embed](https://pytorch.org/docs/stable/generated/torch.Tensor.diag_embed.html) | paddle.Tensor.diag_embed | - |
+| 247 | [torch.Tensor.diagflat](https://pytorch.org/docs/stable/generated/torch.Tensor.diagflat.html?highlight=diagflat#torch.Tensor.diagflat) | paddle.Tensor.diagflat | - |
+| 248 | [torch.Tensor.digamma](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma.html?highlight=digamma#torch.Tensor.digamma) | [paddle.Tensor.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#digamma-name-none) | - |
+| 249 | [torch.Tensor.digamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma_.html) | paddle.Tensor.digamma_ | - |
+| 250 | [torch.Tensor.dtype](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch-tensor-type) | [paddle.Tensor.dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dtype) | - |
+| 251 | [torch.Tensor.erf](https://pytorch.org/docs/stable/generated/torch.Tensor.erf.html?highlight=erf#torch.Tensor.erf) | [paddle.Tensor.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#erf-name-none) | - |
+| 252 | [torch.Tensor.erfinv](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv.html?highlight=erfinv#torch.Tensor.erfinv) | [paddle.Tensor.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#erfinv-x-name-none) | - |
+| 253 | [torch.Tensor.erfinv_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv_.html?highlight=erfinv_#torch.Tensor.erfinv_) | paddle.Tensor.erfinv_ | - |
+| 254 | [torch.Tensor.exp](https://pytorch.org/docs/stable/generated/torch.Tensor.exp.html?highlight=exp#torch.Tensor.exp) | [paddle.Tensor.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exp-name-none) | - |
+| 255 | [torch.Tensor.exp_](https://pytorch.org/docs/stable/generated/torch.Tensor.exp_.html?highlight=exp_#torch.Tensor.exp_) | [paddle.Tensor.exp_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id7) | - |
+| 256 | [torch.Tensor.expm1](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1.html#torch.Tensor.expm1) | paddle.Tensor.expm1 | - |
+| 257 | [torch.Tensor.floor](https://pytorch.org/docs/stable/generated/torch.Tensor.floor.html?highlight=floor#torch.Tensor.floor) | [paddle.Tensor.floor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_cn.html#floor) | - |
+| 258 | [torch.Tensor.floor_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_.html?highlight=floor_#torch.Tensor.floor_) | [paddle.Tensor.floor_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id10) | - |
+| 259 | [torch.Tensor.frac](https://pytorch.org/docs/stable/generated/torch.Tensor.frac.html?highlight=frac#torch.Tensor.frac) | [paddle.Tensor.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#frac-name-none) | - |
+| 260 | [torch.Tensor.frac_](https://pytorch.org/docs/stable/generated/torch.Tensor.frac_.html) | paddle.Tensor.frac_ | - |
+| 261 | [torch.Tensor.frexp](https://pytorch.org/docs/stable/generated/torch.Tensor.frexp.html#torch-tensor-frexp) | [paddle.Tensor.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#frexp-x) | - |
+| 262 | [torch.Tensor.grad](https://pytorch.org/docs/stable/generated/torch.Tensor.grad.html) | [paddle.Tensor.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#grad) | - |
+| 263 | [torch.Tensor.i0](https://pytorch.org/docs/stable/generated/torch.Tensor.i0.html?highlight=i0#torch.Tensor.i0) | [paddle.Tensor.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#i0-x-name-none) | - |
+| 264 | [torch.Tensor.i0_](https://pytorch.org/docs/stable/generated/torch.Tensor.i0_.html) | paddle.Tensor.i0_ | - |
+| 265 | [torch.Tensor.indices](https://pytorch.org/docs/stable/generated/torch.Tensor.indices.html#torch.Tensor.indices) | [paddle.Tensor.indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/Overview_cn.html) | - |
+| 266 | [torch.Tensor.inverse](https://pytorch.org/docs/stable/generated/torch.Tensor.inverse.html) | paddle.Tensor.inverse | - |
+| 267 | [torch.Tensor.is_complex](https://pytorch.org/docs/stable/generated/torch.Tensor.is_complex.html) | [paddle.Tensor.is_complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-complex) | - |
+| 268 | [torch.Tensor.is_floating_point](https://pytorch.org/docs/stable/generated/torch.Tensor.is_floating_point.html) | [paddle.Tensor.is_floating_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-floating-point-x) | - |
+| 269 | torch.Tensor.is_leaf | paddle.Tensor.is_leaf | - |
+| 270 | [torch.Tensor.isfinite](https://pytorch.org/docs/stable/generated/torch.Tensor.isfinite.html) | [paddle.Tensor.isfinite](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isfinite-name-none) | - |
+| 271 | [torch.Tensor.isinf](https://pytorch.org/docs/stable/generated/torch.Tensor.isinf.html) | [paddle.Tensor.isinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isinf-name-none) | - |
+| 272 | [torch.Tensor.isneginf](https://pytorch.org/docs/stable/generated/torch.Tensor.isneginf.html#torch.Tensor.isneginf) | [paddle.Tensor.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isneginf-name-none) | - |
+| 273 | [torch.Tensor.isposinf](https://pytorch.org/docs/stable/generated/torch.Tensor.isposinf.html#torch.Tensor.isposinf) | [paddle.Tensor.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isposinf-name-none) | - |
+| 274 | [torch.Tensor.isreal](https://pytorch.org/docs/stable/generated/torch.Tensor.isreal.html#torch.Tensor.isreal) | [paddle.Tensor.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isreal-name-none) | - |
+| 275 | [torch.Tensor.istft](https://pytorch.org/docs/stable/generated/torch.Tensor.istft.html#torch.Tensor.istft) | paddle.Tensor.istft | - |
+| 276 | [torch.Tensor.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html#torch.lgamma) | [paddle.Tensor.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html) | - |
+| 277 | [torch.Tensor.lgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.lgamma_.html) | paddle.Tensor.lgamma_ | - |
+| 278 | [torch.Tensor.log10](https://pytorch.org/docs/stable/generated/torch.Tensor.log10.html#torch.Tensor.log10) | [paddle.Tensor.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log10-name-none) | - |
+| 279 | [torch.Tensor.log10_](https://pytorch.org/docs/stable/generated/torch.Tensor.log10_.html) | [paddle.Tensor.log10_](e) | - |
+| 280 | [torch.Tensor.log1p](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p.html#torch.Tensor.log1p) | [paddle.Tensor.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log1p-name-none) | - |
+| 281 | [torch.Tensor.log1p_](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p_.html) | paddle.Tensor.log1p_ | - |
+| 282 | [torch.Tensor.log2](https://pytorch.org/docs/stable/generated/torch.Tensor.log2.html#torch.Tensor.log2) | [paddle.Tensor.log2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log2-name-none) | - |
+| 283 | [torch.Tensor.log2_](https://pytorch.org/docs/stable/generated/torch.Tensor.log2_.html) | paddle.Tensor.log2_ | - |
+| 284 | [torch.Tensor.log_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_.html) | paddle.Tensor.log_ | - |
+| 285 | [torch.Tensor.logit](https://pytorch.org/docs/stable/generated/torch.Tensor.logit.html) | [paddle.Tensor.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logit-eps-none-name-none) | - |
+| 286 | [torch.Tensor.logit_](https://pytorch.org/docs/stable/generated/torch.Tensor.logit_.html) | [paddle.Tensor.logit_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | - |
+| 287 | [torch.Tensor.lu](https://pytorch.org/docs/stable/generated/torch.Tensor.lu.html) | paddle.Tensor.lu | - |
+| 288 | [torch.Tensor.mT](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mT) | [paddle.Tensor.mT](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/dygraph/math_op_patch.py#L208) | - |
+| 289 | [torch.Tensor.masked_scatter_](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter_.html?highlight=masked_scatter#torch.Tensor.masked_scatter_) | paddle.Tensor.masked_scatter_ | - |
+| 290 | [torch.Tensor.masked_select](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_select.html?highlight=masked_select#torch.Tensor.masked_select) | [paddle.Tensor.masked_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#masked-select-mask-name-none) | - |
+| 291 | [torch.Tensor.matrix_power](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_power.html) | [paddle.Tensor.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#matrix-power-x-n-name-none) | - |
+| 292 | [torch.Tensor.mm](https://pytorch.org/docs/stable/generated/torch.Tensor.mm.html) | [paddle.Tensor.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mm-mat2-name-none) | - |
+| 293 | [torch.Tensor.moveaxis](https://pytorch.org/docs/stable/generated/torch.Tensor.moveaxis.html) | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | - |
+| 294 | [torch.Tensor.mv](https://pytorch.org/docs/stable/generated/torch.Tensor.mv.html) | [paddle.Tensor.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mv-vec-name-none) | - |
+| 295 | [torch.Tensor.nan_to_num](https://pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num.html#torch.Tensor.nan_to_num) | [paddle.Tensor.nan_to_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nan-to-num) | - |
+| 296 | [torch.Tensor.nan_to_num_](https://pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num_.html#torch.Tensor.nan_to_num_) | paddle.Tensor.nan_to_num_ | - |
+| 297 | [torch.Tensor.ndimension](https://pytorch.org/docs/stable/generated/torch.Tensor.ndimension.html?highlight=ndimension#torch.Tensor.ndimension) | [paddle.Tensor.ndimension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ndimension) | - |
+| 298 | [torch.Tensor.neg](https://pytorch.org/docs/stable/generated/torch.Tensor.neg.html?highlight=neg#torch.Tensor.neg) | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#neg-name-none) | - |
+| 299 | [torch.Tensor.neg_](https://pytorch.org/docs/stable/generated/torch.Tensor.neg_.html) | paddle.Tensor.neg_ | - |
+| 300 | [torch.Tensor.pin_memory](https://pytorch.org/docs/stable/generated/torch.Tensor.pin_memory.html?highlight=pin_mem#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) | - |
+| 301 | [torch.Tensor.polygamma](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma.html?highlight=tensor+polygamma#torch.Tensor.polygamma) | [paddle.Tensor.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/polygamma_cn.html#polygamma) | - |
+| 302 | [torch.Tensor.polygamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma_.html) | paddle.Tensor.polygamma_ | - |
+| 303 | [torch.Tensor.rad2deg](https://pytorch.org/docs/stable/generated/torch.Tensor.rad2deg.html#torch-tensor-rad2deg) | [paddle.Tensor.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#rad2deg-x-name-none) | - |
+| 304 | [torch.Tensor.reciprocal](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal.html?highlight=torch+tensor+reciprocal#torch.Tensor.reciprocal) | paddle.Tensor.reciprocal | - |
+| 305 | [torch.Tensor.reciprocal_](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal_.html?highlight=torch+tensor+reciprocal_#torch.Tensor.reciprocal_) | [paddle.Tensor.reciprocal_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id11) | - |
+| 306 | [torch.Tensor.register_hook](https://pytorch.org/docs/stable/generated/torch.Tensor.register_hook.html#torch-tensor-register-hook) | [paddle.Tensor.register_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#register-hook-hook) | - |
+| 307 | [torch.Tensor.rsqrt](https://pytorch.org/docs/stable/generated/torch.Tensor.rsqrt) | [paddle.Tensor.rsqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#rsqrt-name-none) | - |
+| 308 | [torch.Tensor.rsqrt_](https://pytorch.org/docs/stable/generated/torch.Tensor.rsqrt_) | [paddle.Tensor.rsqrt_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) | - |
+| 309 | [torch.Tensor.sgn](https://pytorch.org/docs/stable/generated/torch.Tensor.sgn.html#torch.Tensor.sgn) | [paddle.Tensor.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sgn-name-none) | - |
+| 310 | [torch.Tensor.sigmoid_](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid_) | paddle.Tensor.sigmoid_ | - |
+| 311 | [torch.Tensor.sign](https://pytorch.org/docs/stable/generated/torch.Tensor.sign) | [paddle.Tensor.sign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sign-name-none) | - |
+| 312 | [torch.Tensor.signbit](https://pytorch.org/docs/stable/generated/torch.Tensor.signbit.html#torch-signbit) | [paddle.Tensor.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) | - |
+| 313 | [torch.Tensor.sin_](https://pytorch.org/docs/stable/generated/torch.Tensor.sin_.html) | paddle.Tensor.sin_ | - |
+| 314 | [torch.Tensor.sinc](https://pytorch.org/docs/stable/generated/torch.Tensor.sinc.html#torch.Tensor.sinc) | [paddle.Tensor.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | - |
+| 315 | [torch.Tensor.sinc_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinc_.html#torch-tensor-sinc) | [paddle.Tensor.sinc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc__cn.html#sinc) | - |
+| 316 | [torch.Tensor.sinh](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh.html?highlight=torch+tensor+sinh#torch.Tensor.sinh) | [paddle.Tensor.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sinh-name-none) | - |
+| 317 | [torch.Tensor.sinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh_.html) | paddle.Tensor.sinh_ | - |
+| 318 | [torch.Tensor.sparse_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_dim.html#torch.Tensor.sparse_dim) | [paddle.Tensor.sparse_dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | - |
+| 319 | [torch.Tensor.sqrt](https://pytorch.org/docs/stable/generated/torch.sqrt.html) | [paddle.Tensor.sqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sqrt-name-none) | - |
+| 320 | [torch.Tensor.sqrt_](https://pytorch.org/docs/stable/generated/torch.Tensor.sqrt_.html?highlight=torch+tensor+sqrt_#torch.Tensor.sqrt_) | [paddle.Tensor.sqrt_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id18) | - |
+| 321 | [torch.Tensor.t](https://pytorch.org/docs/stable/generated/torch.Tensor.t.html#torch.Tensor.t) | [paddle.Tensor.t](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#t-name-none) | - |
+| 322 | [torch.Tensor.t_](https://pytorch.org/docs/stable/generated/torch.Tensor.t_.html#torch.Tensor.t_) | paddle.Tensor.t_ | - |
+| 323 | [torch.Tensor.tan](https://pytorch.org/docs/stable/generated/torch.Tensor.tan.html#torch.Tensor.tan) | paddle.Tensor.tan | - |
+| 324 | [torch.Tensor.tan_](https://pytorch.org/docs/stable/generated/torch.Tensor.tan_.html) | paddle.Tensor.tan_ | - |
+| 325 | [torch.Tensor.tanh](https://pytorch.org/docs/stable/generated/torch.Tensor.tanh.html#torch.Tensor.tanh) | [paddle.Tensor.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tanh-name-none) | - |
+| 326 | [torch.Tensor.tanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.tanh_.html#torch.Tensor.tanh_) | [paddle.Tensor.tanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) | - |
+| 327 | [torch.Tensor.to_dense](https://pytorch.org/docs/stable/generated/torch.Tensor.to_dense.html#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) | - |
+| 328 | [torch.Tensor.tril_](https://pytorch.org/docs/stable/generated/torch.Tensor.tril_.html#torch.Tensor.tril_) | paddle.Tensor.tril_ | - |
+| 329 | [torch.Tensor.triu_](https://pytorch.org/docs/stable/generated/torch.Tensor.triu_.html#torch.Tensor.triu_) | paddle.Tensor.triu_ | - |
+| 330 | [torch.Tensor.trunc](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc.html#torch.Tensor.trunc) | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | - |
+| 331 | [torch.Tensor.trunc_](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc_.html) | paddle.Tensor.trunc_ | - |
+| 332 | [torch.Tensor.values](https://pytorch.org/docs/stable/generated/torch.Tensor.values.html?highlight=torch+tensor+values#torch.Tensor.values) | [paddle.Tensor.values](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/Overview_cn.html) | - |
+| 333 | torch.\_\_version\_\_ | paddle.\_\_version\_\_ | - |
+| 334 | torch.\_\_version\_\_.split | paddle.\_\_version\_\_.split | - |
+| 335 | [torch.diag_embed](https://pytorch.org/docs/stable/generated/torch.diag_embed.html) | [paddle.diag_embed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/diag_embed_cn.html) | - |
+| 336 | [torch.distributed.ReduceOp.MAX](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.MAX](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | - |
+| 337 | [torch.distributed.ReduceOp.MIN](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.MIN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | - |
+| 338 | [torch.distributed.ReduceOp.SUM](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.SUM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | - |
+| 339 | [torch.distributed.batch_isend_irecv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.batch_isend_irecv) | [paddle.distributed.batch_isend_irecv](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distributed/communication/batch_isend_irecv.py#L134) | - |
+| 340 | [torch.distributed.get_backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_backend) | [paddle.distributed.get_backend](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_backend_cn.html#get-backend) | - |
+| 341 | [torch.distributed.is_available](https://pytorch.org/docs/stable/distributed.html#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) | - |
+| 342 | [torch.distributed.is_initialized](https://pytorch.org/docs/stable/distributed.html#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) | - |
+| 343 | [torch.e](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) | [paddle.e](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L787) | - |
+| 344 | [torch.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html?highlight=enable_grad#torch.enable_grad) | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | - |
+| 345 | [torch.inf](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) | [paddle.inf](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L784) | - |
+| 346 | [torch.is_grad_enabled](https://pytorch.org/docs/stable/generated/torch.is_grad_enabled.html?highlight=torch+is_grad_enabled#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) | - |
+| 347 | [torch.nan](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) | [paddle.nan](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L785) | - |
+| 348 | [torch.newaxis](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1814) | [paddle.newaxis](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L783) | - |
+| 349 | [torch.nn.LogSigmoid](https://pytorch.org/docs/stable/generated/torch.nn.LogSigmoid.html) | [paddle.nn.LogSigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/LogSigmoid_cn.html#logsigmoid) | - |
+| 350 | [torch.nn.Sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Sigmoid.html) | [paddle.nn.Sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Sigmoid_cn.html#sigmoid) | - |
+| 351 | [torch.nn.Softplus](https://pytorch.org/docs/stable/generated/torch.nn.Softplus.html) | [paddle.nn.Softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Softplus_cn.html) | - |
+| 352 | [torch.nn.Softsign](https://pytorch.org/docs/stable/generated/torch.nn.Softsign.html) | [paddle.nn.Softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Softsign_cn.html) | - |
+| 353 | [torch.nn.Tanh](https://pytorch.org/docs/stable/generated/torch.nn.Tanh.html) | [paddle.nn.Tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Tanh_cn.html) | - |
+| 354 | [torch.nn.Tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.Tanhshrink.html) | [paddle.nn.Tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Tanhshrink_cn.html) | - |
+| 355 | [torch.nn.TransformerDecoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoder.html#transformerdecoder) | [paddle.nn.TransformerDecoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoder_cn.html) | - |
+| 356 | [torch.nn.TripletMarginWithDistanceLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginWithDistanceLoss.html) | [paddle.nn.TripletMarginWithDistanceLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/TripletMarginWithDistanceLoss_cn.html#tripletmarginwithdistanceloss) | - |
+| 357 | [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) | [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) | - |
+| 358 | [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) | [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) | - |
+| 359 | [torch.pi](https://github.com/pytorch/pytorch) | [paddle.pi](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L786) | - |
+| 360 | [torch.set_default_dtype](https://pytorch.org/docs/stable/generated/torch.set_default_dtype.html) | [paddle.set_default_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html) | - |
+| 361 | [torch.t](https://pytorch.org/docs/stable/generated/torch.t.html) | [paddle.t](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/t_cn.html) | - |
+| 362 | [torch.utils.cpp_extension.BuildExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=cpp_extension#torch.utils.cpp_extension.BuildExtension) | paddle.utils.cpp_extension.BuildExtension | - |
+| 363 | torch.utils.cpp_extension.BuildExtension.with_options | paddle.utils.cpp_extension.BuildExtension.with_options | - |
+| 364 | [torch.Tensor.element_size](https://pytorch.org/docs/stable/generated/torch.Tensor.element_size.html?highlight=element_size#torch.Tensor.element_size) | [paddle.Tensor.element_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#element-size) | - |
+| 365 | [torch.Tensor.view_as](https://pytorch.org/docs/stable/generated/torch.Tensor.view_as.html?highlight=view_as#torch.Tensor.view_as) | [paddle.Tensor.view_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#view-as-x-other-name-none) | - |
+| 366 | torch.dtype | paddle.dtype | - |
+| 367 | torch.Tensor.\_\_and\_\_ | paddle.Tensor.\_\_and\_\_ | - |
+| 368 | torch.Tensor.\_\_array\_\_ | paddle.Tensor.\_\_array\_\_ | - |
+| 369 | torch.Tensor.\_\_bool\_\_ | paddle.Tensor.\_\_bool\_\_ | - |
+| 370 | torch.Tensor.\_\_eq\_\_ | paddle.Tensor.\_\_eq\_\_ | - |
+| 371 | torch.Tensor.\_\_format\_\_ | paddle.Tensor.\_\_format\_\_ | - |
+| 372 | torch.Tensor.\_\_getitem\_\_ | paddle.Tensor.\_\_getitem\_\_ | - |
+| 373 | torch.Tensor.\_\_index\_\_ | paddle.Tensor.\_\_index\_\_ | - |
+| 374 | torch.Tensor.\_\_invert\_\_ | paddle.Tensor.\_\_invert\_\_ | - |
+| 375 | torch.Tensor.\_\_len\_\_ | paddle.Tensor.\_\_len\_\_ | - |
+| 376 | torch.Tensor.\_\_or\_\_ | paddle.Tensor.\_\_or\_\_ | - |
+| 377 | torch.Tensor.\_\_rpow\_\_ | paddle.Tensor.\_\_rpow\_\_ | - |
+| 378 | torch.Tensor.\_\_rsub\_\_ | paddle.Tensor.\_\_rsub\_\_ | - |
+| 379 | torch.Tensor.\_\_rtruediv\_\_ | paddle.Tensor.\_\_rtruediv\_\_ | - |
+| 380 | torch.Tensor.\_\_setitem\_\_ | paddle.Tensor.\_\_setitem\_\_ | - |
+| 381 | [torch.matmul](https://pytorch.org/docs/stable/generated/torch.matmul.html?highlight=matmul#torch.matmul) | [paddle.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/matmul_cn.html) | - |
+| 382 | torch.linalg.matmul | paddle.linalg.matmul | - |
+| 383 | torch.mul_ | paddle.mul_ | - |
+| 384 | torch.multiply_ | paddle.multiply_ | - |
+| 385 | torch.Tensor.multiply | [paddle.Tensor.multiply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#multiply-y-axis-1-name-none) | - |
+| 386 | torch.Tensor.multiply_ | paddle.Tensor.multiply_ | - |
+| 387 | [torch.Tensor.matmul](https://pytorch.org/docs/stable/generated/torch.Tensor.matmul.html) | [paddle.Tensor.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#matmul-y-transpose-x-false-transpose-y-false-name-none) | - |
+| 388 | [torch.Tensor.amax](https://pytorch.org/docs/stable/generated/torch.Tensor.amax.html) | [paddle.Tensor.amax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#amax-axis-none-keepdim-false-name-none) | - |
+| 389 | [torch.Tensor.amin](https://pytorch.org/docs/stable/generated/torch.Tensor.amin.html) | [paddle.Tensor.amin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#amin-axis-none-keepdim-false-name-none) | - |
+| 390 | [torch.log2](https://pytorch.org/docs/stable/generated/torch.log2.html?highlight=log2#torch.log2) | [paddle.log2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log2_cn.html#log2) | - |
+| 391 | [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) | - |
+| 392 | [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) | - |
+| 393 | [torch.broadcast_to](https://pytorch.org/docs/stable/generated/torch.broadcast_to.html?highlight=broadcast_to#torch.broadcast_to) | [paddle.broadcast_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_to_cn.html#broadcast-to) | - |
+| 394 | [torch.nn.functional.embedding](https://pytorch.org/docs/stable/generated/torch.nn.functional.embedding.html) | [paddle.nn.functional.embedding](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/embedding_cn.html#embedding) | - |
+| 395 | [torch.no_grad](https://pytorch.org/docs/stable/generated/torch.no_grad.html) | [paddle.no_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/no_grad_cn.html) | - |
+| 396 | [torch.reshape](https://pytorch.org/docs/stable/generated/torch.reshape.html?highlight=reshape#torch.reshape) | [paddle.reshape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reshape_cn.html#reshape) | - |
+| 397 | [torch.Tensor.bitwise_or_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or_.html) | paddle.Tensor.bitwise_or_ | - |
+| 398 | [torch.Tensor.view](https://pytorch.org/docs/stable/generated/torch.Tensor.view.html?highlight=view#torch.Tensor.view) | [paddle.Tensor.view](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#view-x-shape-or-dtype-name-none) | - |
+| 399 | [torch.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.unique_consecutive.html?highlight=unique_consecutive#torch.unique_consecutive) | [paddle.unique_consecutive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_consecutive_cn.html#unique-consecutive) | - |
+| 400 | [torch.Tensor.cumsum](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum.html?highlight=cumsum#torch.Tensor.cumsum) | [paddle.Tensor.cumsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cumsum-axis-none-dtype-none-name-none) | - |
+| 401 | [torch.Tensor.expand](https://pytorch.org/docs/stable/generated/torch.Tensor.expand.html?highlight=expand#torch.Tensor.expand) | [paddle.Tensor.expand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#expand-shape-name-none) | - |
+| 402 | [torch.isfinite](https://pytorch.org/docs/stable/generated/torch.isfinite.html?highlight=isfinite#torch.isfinite) | [paddle.isfinite](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isfinite_cn.html#isfinite) | - |
+| 403 | [torch.isinf](https://pytorch.org/docs/stable/generated/torch.isinf.html?highlight=isinf#torch.isinf) | [paddle.isinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isinf_cn.html#isinf) | - |
+| 404 | [torch.isnan](https://pytorch.org/docs/stable/generated/torch.isnan.html?highlight=isnan#torch.isnan) | [paddle.isnan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isnan_cn.html#isnan) | - |
+| 405 | [torch.flatten](https://pytorch.org/docs/stable/generated/torch.flatten.html?highlight=flatten#torch.flatten) | [paddle.flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flatten_cn.html#flatten) | - |
+| 406 | [torch.Tensor.flatten](https://pytorch.org/docs/stable/generated/torch.Tensor.flatten.html?highlight=flatten#torch.Tensor.flatten) | [paddle.Tensor.flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flatten-start-axis-0-stop-axis-1-name-none) | - |
+| 407 | [torch.roll](https://pytorch.org/docs/stable/generated/torch.roll.html?highlight=roll#torch.roll) | [paddle.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll) | - |
+| 408 | [torch.Tensor.sum](https://pytorch.org/docs/stable/generated/torch.Tensor.sum.html) | [paddle.Tensor.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sum-axis-none-dtype-none-keepdim-false-name-none) | - |
+| 409 | [torch.sum](https://pytorch.org/docs/stable/generated/torch.sum.html?highlight=sum#torch.sum) | [paddle.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sum_cn.html#sum) | - |
+| 410 | [torch.prod](https://pytorch.org/docs/stable/generated/torch.prod.html?highlight=prod#torch.prod) | [paddle.prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/prod_cn.html#prod) | - |
+| 411 | [torch.ceil](https://pytorch.org/docs/stable/generated/torch.ceil.html#torch.ceil) | [paddle.ceil](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ceil_cn.html) | - |
+| 412 | [torch.floor_divide](https://pytorch.org/docs/stable/generated/torch.floor_divide.html?highlight=torch+floor_divide#torch.floor_divide) | [paddle.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_divide_cn.html#floor-divide) | - |
+| 413 | [torch.masked_select](https://pytorch.org/docs/stable/generated/torch.masked_select.html?highlight=masked_select#torch.masked_select) | [paddle.masked_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/masked_select_cn.html#masked-select) | - |
+| 414 | [torch.finfo](https://pytorch.org/docs/stable/type_info.html#torch-finfo) | [paddle.finfo](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/finfo_cn.html) | - |
+| 415 | [torch.is_complex](https://pytorch.org/docs/stable/generated/torch.is_complex.html?highlight=is_complex#torch.is_complex) | [paddle.is_complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_complex_cn.html#is-complex) | - |
+| 416 | torch.concat | [paddle.concat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/concat_cn.html#concat) | - |
+| 417 | [torch.nonzero](https://pytorch.org/docs/stable/generated/torch.nonzero.html#torch.nonzero) | [paddle.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nonzero_cn.html#nonzero) | - |
+| 418 | [torch.Tensor.pow](https://pytorch.org/docs/stable/generated/torch.Tensor.pow.html?highlight=pow#torch.Tensor.pow) | paddle.Tensor.pow | - |
+| 419 | [torch.Tensor.prod](https://pytorch.org/docs/stable/generated/torch.prod.html#torch.prod) | [paddle.Tensor.prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/prod_cn.html) | - |
+| 420 | [torch.Tensor.reshape](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape.html) | [paddle.Tensor.reshape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#reshape-shape-name-none) | - |
+| 421 | [torch.argsort](https://pytorch.org/docs/stable/generated/torch.argsort.html#torch.argsort) | [paddle.argsort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/argsort_cn.html#argsort) | - |
+| 422 | [torch.Tensor.argsort](https://pytorch.org/docs/stable/generated/torch.Tensor.argsort.html) | [paddle.Tensor.argsort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#argsort-axis-1-descending-false-name-none) | - |
+| 423 | [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#squeeze-axis-none-name-none) | - |
+| 424 | [torch.chunk](https://pytorch.org/docs/stable/generated/torch.chunk.html?highlight=chunk#torch.chunk) | [paddle.chunk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/chunk_cn.html#chunk) | - |
+| 425 | [torch.Tensor.chunk](https://pytorch.org/docs/stable/generated/torch.Tensor.chunk.html?highlight=chunk#torch.Tensor.chunk) | [paddle.Tensor.chunk](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#chunk-chunks-axis-0-name-none) | - |
+| 426 | [torch.any](https://pytorch.org/docs/stable/generated/torch.any.html?highlight=any#torch.any) | [paddle.any](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/any_cn.html#any) | - |
+| 427 | [torch.nn.functional.one_hot](https://pytorch.org/docs/stable/generated/torch.nn.functional.one_hot.html?highlight=one_hot#torch.nn.functional.one_hot) | [paddle.nn.functional.one_hot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/one_hot_cn.html) | - |
+| 428 | [torch.unbind](https://pytorch.org/docs/stable/generated/torch.unbind.html?highlight=unbind#torch.unbind) | [paddle.unbind](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unbind_cn.html#unbind) | - |
+| 429 | [torch.Tensor.unbind](https://pytorch.org/docs/stable/generated/torch.Tensor.unbind.html#torch.Tensor.unbind) | [paddle.Tensor.unbind](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unbind-axis-0) | - |
+| 430 | [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) | - |
+| 431 | [torch.is_tensor](https://pytorch.org/docs/stable/generated/torch.is_tensor.html?highlight=is_tensor#torch.is_tensor) | [paddle.is_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_tensor_cn.html#is-tensor) | - |
+| 432 | [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) | - |
+| 433 | [torch.Tensor.expand_as](https://pytorch.org/docs/stable/generated/torch.Tensor.expand_as.html?highlight=expand_as) | [paddle.Tensor.expand_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#expand-as-y-name-none) | - |
+| 434 | torch.logsumexp | [paddle.logsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logsumexp_cn.html) | - |
+| 435 | [torch.Tensor.logsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logsumexp.html) | [paddle.Tensor.logsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logsumexp-axis-none-keepdim-false-name-none) | - |
+| 436 | [torch.argmax](https://pytorch.org/docs/stable/generated/torch.argmax.html?highlight=argmax#torch.argmax) | [paddle.argmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/argmax_cn.html#argmax) | - |
+| 437 | [torch.Tensor.argmax](https://pytorch.org/docs/stable/generated/torch.Tensor.argmax.html) | [paddle.Tensor.argmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#argmax-axis-none-keepdim-false-dtype-int64-name-none) | - |
+| 438 | [torch.argmin](https://pytorch.org/docs/stable/generated/torch.argmin.html?highlight=argmin#torch.argmin) | [paddle.argmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/argmin_cn.html#argmin) | - |
+| 439 | [torch.Tensor.argmin](https://pytorch.org/docs/stable/generated/torch.Tensor.argmin.html) | [paddle.Tensor.argmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#argmin-axis-none-keepdim-false-dtype-int64-name-none) | - |
+| 440 | [torch.all](https://pytorch.org/docs/stable/generated/torch.all.html?highlight=all#torch.all) | [paddle.all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/all_cn.html#all) | - |
+| 441 | [torch.Tensor.all](https://pytorch.org/docs/stable/generated/torch.Tensor.all.html?highlight=torch+tensor+all#torch.Tensor.all) | [paddle.Tensor.all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#all-axis-none-keepdim-false-name-none) | - |
+| 442 | [torch.Tensor.any](https://pytorch.org/docs/stable/generated/torch.Tensor.any.html?highlight=torch+tensor+any#torch.Tensor.any) | [paddle.Tensor.any](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#any-axis-none-keepdim-false-name-none) | - |
+| 443 | [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_split_cn.html) | - |
+| 444 | [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) | - |
+| 445 | torch.layer_norm | paddle.layer_norm | - |
+| 446 | [torch.logical_not](https://pytorch.org/docs/stable/generated/torch.logical_not.html?highlight=logical_not#torch.logical_not) | [paddle.logical_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_not_cn.html#logical-not) | - |
+| 447 | [torch.Tensor.logical_not](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_not.html) | [paddle.Tensor.logical_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logical-not-out-none-name-none) | - |
+| 448 | [torch.logical_and](https://pytorch.org/docs/stable/generated/torch.logical_and.html?highlight=logical_and#torch.logical_and) | [paddle.logical_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_and_cn.html#logical-and) | - |
+| 449 | [torch.Tensor.logical_and](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and.html) | [paddle.Tensor.logical_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logical-and-y-out-none-name-none) | - |
+| 450 | [torch.logical_or](https://pytorch.org/docs/stable/generated/torch.logical_or.html?highlight=logical_or#torch.logical_or) | [paddle.logical_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_or_cn.html#logical-or) | - |
+| 451 | [torch.Tensor.logical_or](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or.html) | [paddle.Tensor.logical_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logical-or-y-out-none-name-none) | - |
+| 452 | [torch.logical_xor](https://pytorch.org/docs/stable/generated/torch.logical_xor.html?highlight=torch+logical_xor#torch.logical_xor) | [paddle.logical_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_xor_cn.html) | - |
+| 453 | [torch.Tensor.logical_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor.html) | paddle.Tensor.logical_xor | - |
+| 454 | [torch.index_select](https://www.paddlepaddle.org.cn/documentation/docs/stable/develop/api/paddle/index_select_cn.html#index-select) | [paddle.index_select](https://www.paddlepaddle.org.cn/documentation/docs/stable/develop/api/paddle/index_select_cn.html#index-select) | - |
+| 455 | [torch.Tensor.index_select](https://pytorch.org/docs/stable/generated/torch.Tensor.index_select.html) | [paddle.Tensor.index_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#index-select-index-axis-0-name-none) | - |
+| 456 | [torch.dot](https://pytorch.org/docs/stable/generated/torch.dot.html?highlight=dot#torch.dot) | [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot) | - |
+| 457 | [torch.Tensor.dot](https://pytorch.org/docs/stable/generated/torch.Tensor.dot.html?highlight=dot#torch.Tensor.dot) | [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none) | - |
+| 458 | [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) | - |
+| 459 | [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) | - |
+| 460 | [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) | - |
+| 461 | torch.conv1d | paddle.conv1d | - |
+| 462 | torch.conv2d | paddle.conv2d | - |
+| 463 | torch.conv3d | paddle.conv3d | - |
+| 464 | [torch.complex128](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.complex128](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L34) | - |
+| 465 | [torch.complex64](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.complex64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L33) | - |
+| 466 | [torch.float64](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.float64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L29) | - |
+| 467 | [torch.float16](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.float16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L30) | - |
+| 468 | [torch.int16](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.int16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L24) | - |
+| 469 | [torch.int8](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.int8](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L23) | - |
+| 470 | [torch.Tensor.narrow](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow.html#torch.Tensor.narrow) | paddle.Tensor.narrow | - |
+| 471 | [torch.narrow](https://pytorch.org/docs/stable/generated/torch.narrow.html?highlight=narrow#torch.narrow) | paddle.narrow | - |
+| 472 | [torch.Tensor.type_as](https://pytorch.org/docs/stable/generated/torch.Tensor.type_as.html) | paddle.Tensor.type_as | - |
+| 473 | [torch.nn.Sequential](https://pytorch.org/docs/stable/generated/torch.nn.Sequential.html#torch.nn.Sequential) | [paddle.nn.Sequential](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Sequential_cn.html) | - |
+| 474 | torch.torch.int32 | paddle.paddle.int32 | - |
+| 475 | [torch.transpose](https://pytorch.org/docs/stable/generated/torch.transpose.html?highlight=transpose#torch.transpose) | [paddle.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/transpose_cn.html#transpose) | - |
+| 476 | [torch.Tensor.transpose](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose.html) | [paddle.Tensor.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#transpose-perm-name-none) | - |
+| 477 | [torch.unsqueeze](https://pytorch.org/docs/stable/generated/torch.unsqueeze.html?highlight=unsqueeze#torch.unsqueeze) | [paddle.unsqueeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unsqueeze_cn.html#unsqueeze) | - |
+| 478 | [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#unsqueeze-axis-name-none) | - |
+| 479 | torch.sigmoid | paddle.sigmoid | - |
+| 480 | [torch.Tensor.topk](https://pytorch.org/docs/stable/generated/torch.Tensor.topk.html#torch.Tensor.topk) | [paddle.Tensor.topk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#topk-k-axis-none-largest-true-sorted-true-name-none) | - |
+| 481 | [torch.outer](https://pytorch.org/docs/stable/generated/torch.outer.html#torch.outer) | [paddle.outer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/outer_cn.html) | - |
+| 482 | [torch.nn.functional.sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.html?highlight=sigmoid#torch.nn.functional.sigmoid) | [paddle.nn.functional.sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/sigmoid_cn.html) | - |
+| 483 | [torch.Tensor.requires_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad.html#torch-tensor-requires-grad) | paddle.Tensor.requires_grad | - |
+| 484 | [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch-tensor) | [paddle.Tensor.data](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#data) | - |
+| 485 | [torch.Tensor.cpu](https://pytorch.org/docs/stable/generated/torch.Tensor.cpu.html?highlight=torch+tensor+cpu#torch.Tensor.cpu) | [paddle.Tensor.cpu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cpu) | - |
+| 486 | torch.Tensor.\_\_add\_\_ | paddle.Tensor.\_\_add\_\_ | - |
+| 487 | torch.Tensor.\_\_ge\_\_ | paddle.Tensor.\_\_ge\_\_ | - |
+| 488 | torch.Tensor.\_\_gt\_\_ | paddle.Tensor.\_\_gt\_\_ | - |
+| 489 | torch.Tensor.\_\_le\_\_ | paddle.Tensor.\_\_le\_\_ | - |
+| 490 | torch.Tensor.\_\_lt\_\_ | paddle.Tensor.\_\_lt\_\_ | - |
+| 491 | torch.Tensor.\_\_mul\_\_ | paddle.Tensor.\_\_mul\_\_ | - |
+| 492 | torch.Tensor.\_\_ne\_\_ | paddle.Tensor.\_\_ne\_\_ | - |
+| 493 | torch.Tensor.\_\_neg\_\_ | paddle.Tensor.\_\_neg\_\_ | - |
+| 494 | torch.Tensor.\_\_radd\_\_ | paddle.Tensor.\_\_radd\_\_ | - |
+| 495 | torch.Tensor.\_\_rmul\_\_ | paddle.Tensor.\_\_rmul\_\_ | - |
+| 496 | torch.Tensor.\_\_sub\_\_ | paddle.Tensor.\_\_sub\_\_ | - |
+| 497 | torch.Tensor.\_\_reduce\_ex\_\_ | paddle.Tensor.\_\_reduce\_ex\_\_ | - |
+| 498 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | paddle.from_numpy | - |
+| 499 | torch.greater | paddle.greater | - |
+| 500 | [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) | - |
+| 501 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | paddle.nn.SiLU | - |
+| 502 | [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) | - |
+| 503 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | paddle.Tensor.ge | - |
+| 504 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | paddle.Tensor.gt | - |
+| 505 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | paddle.Tensor.le | - |
+| 506 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | paddle.Tensor.lt | - |
+| 507 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | paddle.Tensor.ne | - |
+| 508 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | paddle.manual_seed | - |
+| 509 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | paddle.asarray | - |
+| 510 | [torch.gather](https://pytorch.org/docs/stable/generated/torch.gather.html?highlight=gather#torch.gather) | [paddle.gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gather_cn.html#gather) | - |
+| 511 | [torch.Tensor.gather](https://pytorch.org/docs/stable/generated/torch.Tensor.gather.html?highlight=gather#torch.Tensor.gather) | paddle.Tensor.gather | - |
+| 512 | torch.Tensor.scatter | paddle.Tensor.scatter | - |
+| 513 | torch.Tensor.scatter_ | paddle.Tensor.scatter_ | - |
+| 514 | torch.scatter | paddle.scatter | - |
### 2. 仅 API 调用方式不一致
**分类简介**
@@ -57,6 +570,127 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 序号 | Pytorch 最新 release | Paddle develop | 备注 |
|------|-------------------|---------------|------|
+| 1 | [fairscale.nn.model\_parallel.initialize.get\_model\_parallel\_world\_size](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L150) | [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) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.html) |
+| 2 | [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) |
+| 3 | [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) |
+| 4 | [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) |
+| 5 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](paddlepaddle.org.cn/documentation/docs/zh/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) |
+| 6 | [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) |
+| 7 | [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) |
+| 8 | [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) |
+| 9 | [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) |
+| 10 | [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) |
+| 11 | [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) |
+| 12 | [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) |
+| 13 | [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) |
+| 14 | [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) |
+| 15 | [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) |
+| 16 | [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) |
+| 17 | [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) |
+| 18 | [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/Tensor_cn.html#neg-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.negative.html) |
+| 19 | [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) |
+| 20 | [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) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
+| 27 | [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) |
+| 28 | 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) |
+| 29 | [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) |
+| 30 | [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) |
+| 31 | [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) |
+| 32 | [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) |
+| 33 | [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) |
+| 34 | [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) |
+| 35 | [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) |
+| 36 | [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) |
+| 37 | [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) |
+| 38 | [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) | - |
+| 39 | [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) |
+| 40 | [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) |
+| 41 | [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) |
+| 42 | [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) |
+| 43 | [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) |
+| 44 | [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) |
+| 45 | [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/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.cuda.manual_seed_all.html) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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) |
+| 50 | [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) |
+| 51 | [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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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/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) |
+| 55 | [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) |
+| 56 | [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) |
+| 57 | [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) |
+| 58 | [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) |
+| 59 | [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) |
+| 60 | [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) |
+| 61 | [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) |
+| 62 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | paddle.compat.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) |
+| 63 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | paddle.compat.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) |
+| 64 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | paddle.compat.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) |
+| 65 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | paddle.compat.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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [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) |
+| 69 | [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) |
+| 70 | [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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | paddle.compat.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) |
+| 74 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | paddle.compat.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) |
+| 75 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | paddle.compat.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) |
+| 76 | [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) |
+| 77 | [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) |
+| 78 | [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) |
+| 79 | [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) |
+| 80 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | paddle.compat.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) |
+| 81 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | paddle.compat.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) |
+| 82 | [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) |
+| 83 | [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) |
+| 84 | [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) |
+| 85 | [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) |
+| 86 | [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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [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) |
+| 91 | [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) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) |
+| 103 | [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) |
+| 104 | [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) |
+| 105 | [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) |
+| 106 | [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) |
+| 107 | [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) |
+| 108 | [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) | - |
+| 109 | [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) |
+| 110 | [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) |
+| 111 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | paddleformers.generation.StoppingCriteriaList | [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) |
+| 112 | [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList) | paddleformers.generation.LogitsProcessorList | [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) |
+| 113 | [transformers.utils.add\_start\_docstrings\_to\_model\_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45) | paddleformers.trainer.utils.add_start_docstrings_to_model_forward | [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.utils.add_start_docstrings_to_model_forward.html) |
+| 114 | [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html) | [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-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.imag.html) |
+| 115 | [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html) | [paddle.Tensor.is_sparse](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/invok_diff_only/torch.Tensor.is_sparse.html) |
+| 116 | [torch.Tensor.is\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) | [paddle.Tensor.is\_sparse\_csr](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/invok_diff_only/torch.Tensor.is_sparse_csr.html) |
+| 117 | [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) | [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-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.real.html) |
+| 118 | torch.autograd.function.FunctionCtx.saved_tensors | paddle.autograd.PyLayerContext.saved_tensor | - |
+| 119 | [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) |
+| 120 | [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) |
+| 121 | 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) |
### 3. 仅参数名不一致
**分类简介**
@@ -65,6 +699,222 @@ 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/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.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) |
+| 17 | [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) |
+| 18 | [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) |
+| 19 | [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) |
+| 20 | [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) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
+| 27 | [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) |
+| 28 | [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) |
+| 29 | [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) |
+| 30 | [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) |
+| 31 | [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) |
+| 32 | [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) |
+| 33 | [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) |
+| 34 | [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) |
+| 35 | [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) |
+| 36 | [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) |
+| 37 | [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) |
+| 38 | [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) |
+| 39 | [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) | - |
+| 40 | [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) |
+| 41 | [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) |
+| 42 | [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) |
+| 43 | [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) |
+| 44 | [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) |
+| 45 | [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) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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) |
+| 50 | [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) |
+| 51 | [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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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) |
+| 55 | [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) |
+| 56 | [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) |
+| 57 | [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) |
+| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal_scatter.html) |
+| 59 | [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) |
+| 60 | [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) |
+| 61 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [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) |
+| 69 | [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) |
+| 70 | [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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [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) |
+| 75 | [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) |
+| 76 | [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) |
+| 77 | [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) |
+| 78 | [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) |
+| 79 | [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) |
+| 80 | [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) |
+| 81 | [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) |
+| 82 | [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) |
+| 83 | [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) |
+| 84 | [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) |
+| 85 | [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) |
+| 86 | [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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [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) |
+| 91 | [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) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) |
+| 103 | [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) |
+| 104 | [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) |
+| 105 | [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) |
+| 106 | [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) |
+| 107 | [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) |
+| 108 | [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) |
+| 109 | [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) |
+| 110 | [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) |
+| 111 | 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) |
+| 112 | [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) |
+| 113 | [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) |
+| 114 | [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) |
+| 115 | [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) |
+| 116 | [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) |
+| 117 | [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) |
+| 118 | [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) |
+| 119 | [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) |
+| 120 | [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) |
+| 121 | [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) |
+| 122 | [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) |
+| 123 | [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) |
+| 124 | [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) |
+| 125 | [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) |
+| 126 | [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) |
+| 127 | [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) |
+| 128 | [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) |
+| 129 | [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) |
+| 130 | [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) |
+| 131 | [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) |
+| 132 | [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) |
+| 133 | [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) |
+| 134 | [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) |
+| 135 | [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) |
+| 136 | [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) |
+| 137 | [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) |
+| 138 | [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) |
+| 139 | [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) |
+| 140 | [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) |
+| 141 | [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) |
+| 142 | [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) |
+| 143 | [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) |
+| 144 | [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) |
+| 145 | [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) |
+| 146 | [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) |
+| 147 | [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) |
+| 148 | [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) |
+| 149 | [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) |
+| 150 | [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) |
+| 151 | [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) |
+| 152 | [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) |
+| 153 | [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) |
+| 154 | [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) |
+| 155 | [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) |
+| 156 | [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) |
+| 157 | [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) |
+| 158 | [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) |
+| 159 | [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) |
+| 160 | [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) |
+| 161 | [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) |
+| 162 | [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) |
+| 163 | [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) |
+| 164 | [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) |
+| 165 | [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) |
+| 166 | [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) |
+| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.celu.html) |
+| 168 | [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) |
+| 169 | [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) |
+| 170 | [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) |
+| 171 | [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) |
+| 172 | [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) |
+| 173 | [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) |
+| 174 | [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) |
+| 175 | [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) |
+| 176 | [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) |
+| 177 | [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) |
+| 178 | [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) |
+| 179 | [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) |
+| 180 | [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) |
+| 181 | [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) |
+| 182 | [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) |
+| 183 | [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) |
+| 184 | [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) |
+| 185 | [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) |
+| 186 | [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) |
+| 187 | [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) |
+| 188 | [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) |
+| 189 | [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) |
+| 190 | [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) |
+| 191 | [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) |
+| 192 | [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) |
+| 193 | [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) |
+| 194 | [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) |
+| 195 | [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) |
+| 196 | [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) |
+| 197 | [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) |
+| 198 | [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) |
+| 199 | [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) |
+| 200 | [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) |
+| 201 | [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) |
+| 202 | [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) |
+| 203 | [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) |
+| 204 | [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) |
+| 205 | [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) |
+| 206 | [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) |
+| 207 | [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) |
+| 208 | [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) |
+| 209 | [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) |
+| 210 | [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) |
+| 211 | [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) |
+| 212 | [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) |
+| 213 | [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) |
+| 214 | [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) |
+| 215 | [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) |
+| 216 | [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) |
### 4. paddle 参数更多
**分类简介**
@@ -74,7 +924,126 @@ 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_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.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) |
+| 9 | [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) |
+| 10 | [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) |
+| 11 | [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) |
+| 12 | [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) |
+| 13 | [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) |
+| 14 | [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) |
+| 15 | [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) |
+| 16 | [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) |
+| 17 | [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) |
+| 18 | [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) |
+| 19 | [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) |
+| 20 | [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) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
+| 27 | [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) |
+| 28 | [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) |
+| 29 | [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) |
+| 30 | [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) |
+| 31 | [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) |
+| 32 | [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) |
+| 33 | [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) |
+| 34 | [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) |
+| 35 | [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) |
+| 36 | [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) |
+| 37 | [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) |
+| 38 | [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) |
+| 39 | [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) |
+| 40 | [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) |
+| 41 | [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) |
+| 42 | [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) |
+| 43 | [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) |
+| 44 | [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) |
+| 45 | [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) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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) |
+| 50 | [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) |
+| 51 | [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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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) |
+| 55 | [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) |
+| 56 | [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) | - |
+| 57 | [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) |
+| 58 | [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) |
+| 59 | [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) |
+| 60 | [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) |
+| 61 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [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) |
+| 69 | [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) |
+| 70 | [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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [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) |
+| 75 | [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) |
+| 76 | [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) |
+| 77 | [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) |
+| 78 | [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) |
+| 79 | [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) |
+| 80 | [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) |
+| 81 | [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) |
+| 82 | [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) |
+| 83 | [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) |
+| 84 | [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) |
+| 85 | [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) |
+| 86 | [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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [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) |
+| 91 | [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) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) |
+| 103 | [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) |
+| 104 | [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) |
+| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.PixelUnshuffle.html) |
+| 106 | [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) |
+| 107 | [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) |
+| 108 | [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) |
+| 109 | [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) |
+| 110 | [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) |
+| 111 | [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) |
+| 112 | [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) |
+| 113 | [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) |
+| 114 | [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) |
+| 115 | [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) |
+| 116 | [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) |
+| 117 | [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) |
+| 118 | [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) |
+| 119 | [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) |
+| 120 | [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**
@@ -84,7 +1053,12 @@ 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/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**
@@ -93,6 +1067,405 @@ 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_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.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) |
+| 10 | [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) |
+| 11 | [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) |
+| 12 | [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) |
+| 13 | [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) |
+| 14 | [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) |
+| 15 | [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) |
+| 16 | [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) |
+| 17 | [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) |
+| 18 | [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) |
+| 19 | [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) |
+| 20 | [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) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
+| 27 | [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) |
+| 28 | [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) |
+| 29 | [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) |
+| 30 | [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) |
+| 31 | [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) |
+| 32 | [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) |
+| 33 | [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) |
+| 34 | [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) |
+| 35 | [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) |
+| 36 | [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) |
+| 37 | [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) |
+| 38 | [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) |
+| 39 | [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) |
+| 40 | [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) |
+| 41 | [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) |
+| 42 | [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) |
+| 43 | [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) |
+| 44 | [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) |
+| 45 | [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) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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) |
+| 50 | [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) |
+| 51 | [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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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) |
+| 55 | [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) |
+| 56 | [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) |
+| 57 | [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) |
+| 58 | [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) |
+| 59 | [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) |
+| 60 | [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) |
+| 61 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [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) |
+| 69 | [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) |
+| 70 | [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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [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) |
+| 75 | [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) |
+| 76 | [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) |
+| 77 | [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) |
+| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve_triangular.html) |
+| 79 | [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) |
+| 80 | [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) |
+| 81 | [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) |
+| 82 | [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) |
+| 83 | [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) |
+| 84 | [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) |
+| 85 | [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) |
+| 86 | [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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [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) |
+| 91 | [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product) | [paddle.linalg.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/torch_more_args/torch.linalg.householder_product.html) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) |
+| 103 | [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) |
+| 104 | [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) |
+| 105 | [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) |
+| 106 | [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) |
+| 107 | [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) |
+| 108 | [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) |
+| 109 | 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) |
+| 110 | [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) |
+| 111 | [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) |
+| 112 | [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) |
+| 113 | [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) |
+| 114 | [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) |
+| 115 | [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) |
+| 116 | [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) |
+| 117 | [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) |
+| 118 | [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) |
+| 119 | [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) |
+| 120 | [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) |
+| 121 | [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) |
+| 122 | [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) |
+| 123 | [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) |
+| 124 | [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) |
+| 125 | [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) |
+| 126 | [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) |
+| 127 | [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) |
+| 128 | [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) |
+| 129 | [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) |
+| 130 | [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) |
+| 131 | [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) |
+| 132 | [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) |
+| 133 | [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) |
+| 134 | [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) |
+| 135 | [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) |
+| 136 | [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) |
+| 137 | [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) |
+| 138 | [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) |
+| 139 | [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) |
+| 140 | [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) |
+| 141 | [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) |
+| 142 | [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) |
+| 143 | [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) |
+| 144 | [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) |
+| 145 | [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) |
+| 146 | [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) |
+| 147 | [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) |
+| 148 | [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) |
+| 149 | [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) |
+| 150 | [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) |
+| 151 | [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) |
+| 152 | [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) |
+| 153 | [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) |
+| 154 | [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) |
+| 155 | [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) |
+| 156 | [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) |
+| 157 | [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) |
+| 158 | [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) |
+| 159 | [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) |
+| 160 | [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) |
+| 161 | [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) |
+| 162 | [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) |
+| 163 | [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) |
+| 164 | [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) |
+| 165 | [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) |
+| 166 | [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) |
+| 167 | [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) |
+| 168 | [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) |
+| 169 | [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) |
+| 170 | [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) |
+| 171 | [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) |
+| 172 | [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) |
+| 173 | [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) |
+| 174 | [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) |
+| 175 | [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) |
+| 176 | [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) |
+| 177 | [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) |
+| 178 | [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) |
+| 179 | [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) |
+| 180 | [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) |
+| 181 | [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) |
+| 182 | [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) |
+| 183 | [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) |
+| 184 | [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) |
+| 185 | [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) |
+| 186 | [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) |
+| 187 | [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) |
+| 188 | [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) |
+| 189 | [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) |
+| 190 | [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) |
+| 191 | [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) |
+| 192 | [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) |
+| 193 | [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) |
+| 194 | [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) |
+| 195 | [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) |
+| 196 | [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) |
+| 197 | [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) |
+| 198 | [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) |
+| 199 | [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) |
+| 200 | [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) |
+| 201 | [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) |
+| 202 | [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) |
+| 203 | [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) |
+| 204 | [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) |
+| 205 | [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) |
+| 206 | [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) |
+| 207 | [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) |
+| 208 | [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) |
+| 209 | [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) |
+| 210 | [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) |
+| 211 | [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) |
+| 212 | [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) |
+| 213 | [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) |
+| 214 | [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) |
+| 215 | [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) |
+| 216 | [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) |
+| 217 | [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) |
+| 218 | [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) |
+| 219 | [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) |
+| 220 | [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) |
+| 221 | [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) |
+| 222 | [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) |
+| 223 | [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) |
+| 224 | [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) |
+| 225 | [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) |
+| 226 | [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) |
+| 227 | [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) |
+| 228 | [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) |
+| 229 | [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) |
+| 230 | [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) |
+| 231 | [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) |
+| 232 | [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) |
+| 233 | [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) |
+| 234 | [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) |
+| 235 | [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) |
+| 236 | [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) |
+| 237 | [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) |
+| 238 | [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) |
+| 239 | [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) |
+| 240 | [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) |
+| 241 | [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) |
+| 242 | [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) |
+| 243 | [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) |
+| 244 | [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) |
+| 245 | [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) |
+| 246 | [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) |
+| 247 | [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) |
+| 248 | [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) |
+| 249 | [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) |
+| 250 | [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) |
+| 251 | [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) |
+| 252 | [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) |
+| 253 | [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) |
+| 254 | [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) |
+| 255 | [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) |
+| 256 | [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) |
+| 257 | [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) |
+| 258 | [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) |
+| 259 | [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) |
+| 260 | [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) |
+| 261 | [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) |
+| 262 | [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) |
+| 263 | [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) |
+| 264 | [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) |
+| 265 | [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) |
+| 266 | [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) |
+| 267 | [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) |
+| 268 | [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) |
+| 269 | [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) |
+| 270 | [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) |
+| 271 | [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) |
+| 272 | [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) |
+| 273 | [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) |
+| 274 | [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) |
+| 275 | [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) |
+| 276 | [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) |
+| 277 | [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) |
+| 278 | [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) |
+| 279 | [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) |
+| 280 | [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) |
+| 281 | [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) |
+| 282 | [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) |
+| 283 | [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) |
+| 284 | [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) |
+| 285 | [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) |
+| 286 | [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) |
+| 287 | [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) |
+| 288 | [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) |
+| 289 | [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) |
+| 290 | [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) |
+| 291 | [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) |
+| 292 | [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) |
+| 293 | [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) |
+| 294 | [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) |
+| 295 | [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) |
+| 296 | [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) |
+| 297 | [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) |
+| 298 | [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) |
+| 299 | [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) |
+| 300 | [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) |
+| 301 | [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) |
+| 302 | [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) |
+| 303 | [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) |
+| 304 | [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) |
+| 305 | [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) |
+| 306 | [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) |
+| 307 | [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) |
+| 308 | [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) |
+| 309 | [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) |
+| 310 | [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) |
+| 311 | [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) |
+| 312 | [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) |
+| 313 | [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) |
+| 314 | [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) |
+| 315 | [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) |
+| 316 | [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) |
+| 317 | [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) |
+| 318 | [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) |
+| 319 | [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) |
+| 320 | [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) |
+| 321 | [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) |
+| 322 | [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) |
+| 323 | [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) |
+| 324 | [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) |
+| 325 | [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) |
+| 326 | [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) |
+| 327 | [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) |
+| 328 | [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) |
+| 329 | [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) |
+| 330 | [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) |
+| 331 | [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) |
+| 332 | [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) |
+| 333 | [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) |
+| 334 | [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) |
+| 335 | [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) |
+| 336 | [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) |
+| 337 | [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) |
+| 338 | [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) |
+| 339 | [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) |
+| 340 | [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) |
+| 341 | [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) |
+| 342 | [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) |
+| 343 | [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) |
+| 344 | [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) |
+| 345 | [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) |
+| 346 | [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) |
+| 347 | [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) |
+| 348 | [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) |
+| 349 | [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) |
+| 350 | [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) |
+| 351 | [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) |
+| 352 | [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) |
+| 353 | [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) |
+| 354 | [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) |
+| 355 | [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) |
+| 356 | [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) |
+| 357 | [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) |
+| 358 | [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) |
+| 359 | [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) |
+| 360 | [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) |
+| 361 | [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) |
+| 362 | [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) |
+| 363 | [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) |
+| 364 | [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) |
+| 365 | [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) |
+| 366 | [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) |
+| 367 | [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) |
+| 368 | [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) |
+| 369 | [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) |
+| 370 | [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) |
+| 371 | [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) |
+| 372 | 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) |
+| 373 | [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) |
+| 374 | [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) |
+| 375 | [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) |
+| 376 | [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) |
+| 377 | [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) |
+| 378 | [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) |
+| 379 | [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) |
+| 380 | [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) |
+| 381 | [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) |
+| 382 | [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) |
+| 383 | [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) |
+| 384 | [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) |
+| 385 | [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) |
+| 386 | [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) |
+| 387 | [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) |
+| 388 | [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) |
+| 389 | [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) |
+| 390 | [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) |
+| 391 | [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) |
+| 392 | [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) |
+| 393 | [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) |
+| 394 | [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) |
+| 395 | [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) |
+| 396 | [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) |
+| 397 | [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) |
+| 398 | [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) |
+| 399 | [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**
@@ -101,7 +1474,72 @@ 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_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.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) |
+| 12 | [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) |
+| 13 | [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) |
+| 14 | [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) |
+| 15 | [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) |
+| 16 | [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) |
+| 17 | [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) |
+| 18 | [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) |
+| 19 | [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) |
+| 20 | [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) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
+| 27 | [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) |
+| 28 | [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) |
+| 29 | [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) |
+| 30 | [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) |
+| 31 | [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) |
+| 32 | [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) |
+| 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://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) |
+| 34 | [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) |
+| 35 | [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) | - |
+| 36 | [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) |
+| 37 | [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) |
+| 38 | [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) |
+| 39 | [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) |
+| 40 | [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) |
+| 41 | [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) |
+| 42 | [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) |
+| 43 | [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) |
+| 44 | [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) |
+| 45 | [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) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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) |
+| 50 | [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) |
+| 51 | [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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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) |
+| 55 | [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) |
+| 56 | [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) |
+| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm1d.html) |
+| 58 | [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) |
+| 59 | [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) |
+| 60 | [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) |
+| 61 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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**
@@ -111,6 +1549,87 @@ 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_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.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) |
+| 9 | [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) |
+| 10 | [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) |
+| 11 | [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) | - |
+| 12 | [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) |
+| 13 | [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) |
+| 14 | [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) |
+| 15 | [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) |
+| 16 | [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) |
+| 17 | [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) |
+| 18 | [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) |
+| 19 | [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) |
+| 20 | [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) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
+| 27 | [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) |
+| 28 | [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) |
+| 29 | [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) |
+| 30 | [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) |
+| 31 | [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) |
+| 32 | [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) |
+| 33 | [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) |
+| 34 | [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) |
+| 35 | [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) |
+| 36 | [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) |
+| 37 | [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) |
+| 38 | [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) |
+| 39 | [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) |
+| 40 | [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) |
+| 41 | [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) |
+| 42 | [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) |
+| 43 | [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) |
+| 44 | [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) |
+| 45 | [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) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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) |
+| 50 | [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) |
+| 51 | [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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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) |
+| 55 | [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) |
+| 56 | [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) |
+| 57 | [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) |
+| 58 | [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) |
+| 59 | [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) |
+| 60 | [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) |
+| 61 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [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) |
+| 69 | [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) |
+| 70 | [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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [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) |
+| 75 | [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) |
+| 76 | [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) |
+| 77 | [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) |
+| 78 | [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) |
+| 79 | [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) |
+| 80 | [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) |
+| 81 | [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**
@@ -120,7 +1639,32 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 序号 | Pytorch 最新 release | Paddle develop | 备注 |
|------|-------------------|---------------|------|
-
+| 1 | [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) |
+| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.allclose.html) |
+| 3 | [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) |
+| 4 | [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) |
+| 5 | [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) |
+| 6 | [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) |
+| 7 | [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) |
+| 8 | [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) |
+| 9 | [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) |
+| 10 | [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) |
+| 11 | [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) |
+| 12 | [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) |
+| 13 | [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) |
+| 14 | [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) |
+| 15 | [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) |
+| 16 | [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) |
+| 17 | [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) |
+| 18 | [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) |
+| 19 | [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) |
+| 20 | [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) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
### 10. 组合替代实现
**分类简介**
@@ -129,7 +1673,178 @@ 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/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/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**
@@ -147,6 +1862,157 @@ 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_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_ | ``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_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) |
+| 6 | 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) |
+| 7 | 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) |
+| 8 | 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) |
+| 9 | 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) |
+| 10 | 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) |
+| 11 | 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) |
+| 12 | 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) |
+| 13 | 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) |
+| 14 | 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) |
+| 15 | 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) |
+| 16 | 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) |
+| 17 | 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) |
+| 18 | 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) |
+| 19 | 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) |
+| 20 | 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) |
+| 21 | 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) |
+| 22 | torch.celu_ | - | ``torch.nn.functional.celu_`` 别名, - |
+| 23 | 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) |
+| 24 | torch.conv_tbc | - | ``torch.nn.functional.conv_tbc`` 别名, - |
+| 25 | 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) |
+| 26 | 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) |
+| 27 | 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) |
+| 28 | 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) |
+| 29 | 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) |
+| 30 | 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) |
+| 31 | 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) |
+| 32 | 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) |
+| 33 | 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) |
+| 34 | 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) |
+| 35 | 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) |
+| 36 | torch.distributions.CatTransform | - | ``torch.distributions.transforms.CatTransform`` 别名, - |
+| 37 | 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) |
+| 38 | 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) |
+| 39 | 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) |
+| 40 | 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) |
+| 41 | torch.distributions.CumulativeDistributionTransform | - | ``torch.distributions.transforms.CumulativeDistributionTransform`` 别名, - |
+| 42 | 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) |
+| 43 | 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) |
+| 44 | 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) |
+| 45 | 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) |
+| 46 | 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) |
+| 47 | 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) |
+| 48 | 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) |
+| 49 | 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) |
+| 50 | 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) |
+| 51 | 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) |
+| 52 | 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) |
+| 53 | 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) |
+| 54 | 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) |
+| 55 | 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) |
+| 56 | 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) |
+| 57 | 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) |
+| 58 | torch.distributions.OneHotCategorical | - | ``torch.distributions.one_hot_categorical.OneHotCategorical`` 别名, - |
+| 59 | 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) |
+| 60 | 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) |
+| 61 | 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) |
+| 62 | 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) |
+| 63 | torch.distributions.SoftplusTransform | - | ``torch.distributions.transforms.SoftplusTransform`` 别名, - |
+| 64 | 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) |
+| 65 | 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) |
+| 66 | 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) |
+| 67 | 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) |
+| 68 | 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) |
+| 69 | 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) |
+| 70 | 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) |
+| 71 | 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) |
+| 72 | 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) |
+| 73 | 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) |
+| 74 | 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) |
+| 75 | 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) |
+| 76 | 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) |
+| 77 | 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) |
+| 78 | 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) |
+| 79 | 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) |
+| 80 | 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) |
+| 81 | 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) |
+| 82 | 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) |
+| 83 | 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) |
+| 84 | 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) |
+| 85 | 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) |
+| 86 | 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) |
+| 87 | 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) |
+| 88 | 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) |
+| 89 | 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) |
+| 90 | 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) |
+| 91 | 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) |
+| 92 | 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) |
+| 93 | 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) |
+| 94 | 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) |
+| 95 | 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) |
+| 96 | 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) |
+| 97 | torch.nn.UninitializedParameter | - | ``torch.nn.parameter.UninitializedParameter`` 别名, - |
+| 98 | 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) |
+| 99 | 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) |
+| 100 | 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) |
+| 101 | 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) |
+| 102 | 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) |
+| 103 | 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) |
+| 104 | 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) |
+| 105 | 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) |
+| 106 | 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) |
+| 107 | 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) |
+| 108 | 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) |
+| 109 | 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) |
+| 110 | 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) |
+| 111 | 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) |
+| 112 | 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) |
+| 113 | torch.nn.modules.RNNCellBase | - | ``torch.nn.RNNCellBase`` 别名, - |
+| 114 | 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) |
+| 115 | 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) |
+| 116 | 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) |
+| 117 | 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) |
+| 118 | 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) |
+| 119 | 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) |
+| 120 | 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) |
+| 121 | 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) |
+| 122 | torch.orgqr | [paddle.linalg.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product) | ``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) |
+| 123 | 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) |
+| 124 | 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) |
+| 125 | 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) |
+| 126 | 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) |
+| 127 | 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) |
+| 128 | 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) |
+| 129 | 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) |
+| 130 | 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) |
+| 131 | 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) |
+| 132 | 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) |
+| 133 | 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) |
+| 134 | torch.selu_ | - | ``torch.nn.functional.selu_`` 别名, - |
+| 135 | 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) |
+| 136 | 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) |
+| 137 | 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) |
+| 138 | 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) |
+| 139 | 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) |
+| 140 | 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) |
+| 141 | 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) |
+| 142 | 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) |
+| 143 | 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) |
+| 144 | 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) |
+| 145 | 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) |
+| 146 | 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) |
+| 147 | 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) |
+| 148 | 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) |
+| 149 | torchvision.models.inception.Inception3 | - | ``torchvision.models.Inception3`` 别名, - |
+| 150 | 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) |
+| 151 | 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**
From b4ffa76b902f3e3a777aca96a969d1c4931040b4 Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Sun, 28 Sep 2025 07:45:13 +0000
Subject: [PATCH 03/14] =?UTF-8?q?=E5=88=A0=E9=99=A4invok=5Fdiff=5Fonly?=
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diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md
index b982129fcae..5e943c6b2fa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md
@@ -1,4 +1,4 @@
-## [无参数]fairscale.nn.model_parallel.initialize.get_model_parallel_rank
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md
index 54eed9f239c..cc023571827 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md
@@ -1,4 +1,4 @@
-## [无参数]fairscale.nn.model_parallel.initialize.get_model_parallel_world_size
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md
index a6b9feee8f1..a3afe075dfb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ] flash_attn._\_version__.split
+## [仅 API 调用方式不一致] flash_attn._\_version__.split
### [flash_attn._\_version__.split](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/__init__.py)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tenosr.dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tenosr.dtype.md
index d916f6f95fb..09a3c7109fa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tenosr.dtype.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tenosr.dtype.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.dtype
+## [仅 API 调用方式不一致] torch.Tensor.dtype
### [torch.Tensor.dtype](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch-tensor-type)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.T__upper.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.T__upper.md
index 425070aa60d..cc48ca0e1da 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.T__upper.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.T__upper.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.T
+## [仅 API 调用方式不一致] torch.Tensor.T
### [torch.Tensor.T](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.T)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.abs.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.abs.md
deleted file mode 100644
index 2f741a1c093..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.abs_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.abs_.md
deleted file mode 100644
index 1b1612d6950..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.acos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.acos.md
deleted file mode 100644
index 9183c98ff4f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.acos_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.acos_.md
deleted file mode 100644
index 2ee47a6cd4d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.acosh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.acosh.md
deleted file mode 100644
index baf87967dcd..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.acosh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.acosh_.md
deleted file mode 100644
index d9b7acc4078..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.angle.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.angle.md
deleted file mode 100644
index cdf56c127f3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.apply_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.apply_.md
deleted file mode 100644
index 204bf4266c2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.asin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.asin.md
deleted file mode 100644
index 20c6a94936b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.asin_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.asin_.md
deleted file mode 100644
index 7ed8422423e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.asinh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.asinh.md
deleted file mode 100644
index f8c9859ff6a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.asinh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.asinh_.md
deleted file mode 100644
index ebba6f478c5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.atan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.atan.md
deleted file mode 100644
index d39ae73f879..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.atan_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.atan_.md
deleted file mode 100644
index 1e873f7afa1..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.atanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.atanh.md
deleted file mode 100644
index 5489807bbc2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.atanh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.atanh_.md
deleted file mode 100644
index 8e7f20a39ee..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.bincount.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.bincount.md
deleted file mode 100644
index 9dea4341dbf..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.bitwise_not.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.bitwise_not.md
deleted file mode 100644
index fc3f4b62ec3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.bitwise_not_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.bitwise_not_.md
deleted file mode 100644
index 9f584e77d3d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.ceil.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.ceil.md
deleted file mode 100644
index a339165042b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.ceil_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.ceil_.md
deleted file mode 100644
index 5a4f8382bee..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.cholesky.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cholesky.md
deleted file mode 100644
index bc8687baebd..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.cholesky_inverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cholesky_inverse.md
deleted file mode 100644
index 9e5b4b4437d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.clamp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp.md
deleted file mode 100644
index 4208b04e294..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.clamp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md
index aa17b4657b5..ed0ccefe506 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ] torch.Tensor.clamp_
+## [仅 API 调用方式不一致] torch.Tensor.clamp_
### [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clip.md
deleted file mode 100644
index d4d5dd45fbd..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.clip_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clip_.md
deleted file mode 100644
index 3ccde9df1e8..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.coalesce.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.coalesce.md
deleted file mode 100644
index 28c6e9fc8d4..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.col_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.col_indices.md
index d6f2ecf7398..1d5be70c90a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.col_indices.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.col_indices.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.col_indices
+## [仅 API 调用方式不一致] torch.Tensor.col_indices
### [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj.md
deleted file mode 100644
index d65a19fb1db..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.conj_physical.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj_physical.md
index cdb7ccea165..f8e0ae30618 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj_physical.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj_physical.md
@@ -1,4 +1,4 @@
-## [无参数]torch.Tensor.conj_physical
+## [仅 API 调用方式不一致]torch.Tensor.conj_physical
### [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical)
```python
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cos.md
deleted file mode 100644
index 7fa2ad9d0e7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.cos_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cos_.md
deleted file mode 100644
index de11597e90f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.cosh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cosh.md
deleted file mode 100644
index ba796782f6f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.cosh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cosh_.md
deleted file mode 100644
index 379f2cd21de..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.crow_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.crow_indices.md
index 83f29326b54..062224183a7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.crow_indices.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.crow_indices.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.crow_indices
+## [仅 API 调用方式不一致] torch.Tensor.crow_indices
### [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cumprod.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cumprod.md
deleted file mode 100644
index 099c3c8b559..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.cumprod_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.cumprod_.md
deleted file mode 100644
index 59a6d5a500e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.data.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.data.md
deleted file mode 100644
index e3ff3be0ffa..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.data_ptr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.data_ptr.md
deleted file mode 100644
index 41909acfb0f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.deg2rad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.deg2rad.md
deleted file mode 100644
index 9eeb45e7625..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.dense_dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.dense_dim.md
deleted file mode 100644
index d7553a92039..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.det.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.det.md
index ce148d5c6b2..1f3a00ae21e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.det.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.det.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.Tensor.det
+## [仅 API 调用方式不一致]torch.Tensor.det
### [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.detach.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.detach.md
deleted file mode 100644
index ed4eb65bd99..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.detach_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.detach_.md
deleted file mode 100644
index b617fd4b4fb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.device.md
index 9871c685288..95bc6cff169 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.device.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.device.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.device
+## [仅 API 调用方式不一致] torch.Tensor.device
### [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.diag_embed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.diag_embed.md
deleted file mode 100644
index 7c40903ce44..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.diagflat.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.diagflat.md
deleted file mode 100644
index 0ccfed7b68f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.digamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.digamma.md
deleted file mode 100644
index d513320178a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.digamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.digamma_.md
deleted file mode 100644
index 1083b86f574..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.dim.md
deleted file mode 100644
index 6a6be99f557..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.element_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.element_size.md
deleted file mode 100644
index aecc7d2e0da..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.erf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erf.md
deleted file mode 100644
index 8ba9293846b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.erf_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erf_.md
index de29125dcf8..0c04d3bad78 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erf_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erf_.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.erf_
+## [仅 API 调用方式不一致] torch.Tensor.erf_
### [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erfinv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erfinv.md
deleted file mode 100644
index 69e0709bbe3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.erfinv_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erfinv_.md
deleted file mode 100644
index d74fb066f95..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.exp.md
deleted file mode 100644
index f467acc6c86..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.exp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.exp_.md
deleted file mode 100644
index ead52ba998b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.expm1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.expm1.md
deleted file mode 100644
index 23366f17fa7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.expm1_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.expm1_.md
index 616322be50e..7db4ea74328 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.expm1_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.expm1_.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.expm1_
+## [仅 API 调用方式不一致] torch.Tensor.expm1_
### [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fill_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fill_.md
deleted file mode 100644
index 6cad52624cc..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.fix.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix.md
index 033c587481a..12d2d8c61e3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.Tensor.fix
+## [仅 API 调用方式不一致]torch.Tensor.fix
### [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix_.md
index 7ff2c4fff9a..caadc40fab9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix_.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.Tensor.fix_
+## [仅 API 调用方式不一致]torch.Tensor.fix_
### [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.floor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.floor.md
deleted file mode 100644
index 7a21c5a6cd6..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.floor_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.floor_.md
deleted file mode 100644
index aaf8f0d32d7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.frac.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.frac.md
deleted file mode 100644
index 6f06b20a9ad..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.frac_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.frac_.md
deleted file mode 100644
index 600a8458bfa..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.frexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.frexp.md
deleted file mode 100644
index 50b323dffde..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.get_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.get_device.md
deleted file mode 100644
index 9c72b9ebaaf..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.grad.md
deleted file mode 100644
index 133e0b3c6ff..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.i0.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.i0.md
deleted file mode 100644
index 0f9b8498da4..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.i0_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.i0_.md
deleted file mode 100644
index 7168687d454..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.imag.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.imag.md
index abf201782f3..6868e966768 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.imag.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.imag.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.imag
+## [仅 API 调用方式不一致] torch.Tensor.imag
### [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.indices.md
deleted file mode 100644
index c7ae898022f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.inverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.inverse.md
deleted file mode 100644
index 95d6a0a6b49..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.is_coalesced.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_coalesced.md
index 48323da5863..59c721042e7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_coalesced.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_coalesced.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.is_coalesced
+## [仅 API 调用方式不一致] torch.Tensor.is_coalesced
### [torch.Tensor.is_coalesced](https://pytorch.org/docs/stable/generated/torch.Tensor.is_coalesced.html#torch-tensor-is-coalesced)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_complex.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_complex.md
deleted file mode 100644
index a33ea65cf5d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.is_floating_point.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_floating_point.md
deleted file mode 100644
index 20a76f76370..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.is_inference.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_inference.md
index 8c623fcb0c8..e88a1f93b72 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_inference.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_inference.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.Tensor.is_inference
+## [仅 API 调用方式不一致]torch.Tensor.is_inference
### [torch.Tensor.is_inference](https://pytorch.org/docs/stable/generated/torch.Tensor.is_inference.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse.md
index 1393779c8ea..0c8d94f5080 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.is_sparse
+## [仅 API 调用方式不一致] torch.Tensor.is_sparse
### [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse_csr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse_csr.md
index 5d29dc300a3..ab0d03866f7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse_csr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse_csr.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.is_sparse_csr
+## [仅 API 调用方式不一致] torch.Tensor.is_sparse_csr
### [torch.Tensor.is_sparse_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.isfinite.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.isfinite.md
deleted file mode 100644
index 1d07175ed18..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.isinf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.isinf.md
deleted file mode 100644
index c5967c7331b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.isnan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.isnan.md
deleted file mode 100644
index ff1d617b4ea..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.isneginf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.isneginf.md
deleted file mode 100644
index 0f3efe8bd0e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.isposinf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.isposinf.md
deleted file mode 100644
index 793396aa479..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.isreal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.isreal.md
deleted file mode 100644
index 56acab5626e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.istft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.istft.md
deleted file mode 100644
index 4d74910babb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.itemsize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.itemsize.md
deleted file mode 100644
index 933f6c6ff9f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.lgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.lgamma.md
deleted file mode 100644
index b0ab4a59a93..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.lgamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.lgamma_.md
deleted file mode 100644
index b546b373d33..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.log.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.log.md
deleted file mode 100644
index 4445d10ab81..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.log10.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.log10.md
deleted file mode 100644
index 28b36ddaef4..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.log10_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.log10_.md
deleted file mode 100644
index 27408a12af6..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.log1p.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.log1p.md
deleted file mode 100644
index 2100581e224..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.log1p_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.log1p_.md
deleted file mode 100644
index 511b4115f53..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.log2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.log2.md
deleted file mode 100644
index 895b45946a5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.log2_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.log2_.md
deleted file mode 100644
index 58eca6495e2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.log_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.log_.md
deleted file mode 100644
index 66f7744b2cb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.logical_not_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.logical_not_.md
index bdf2ac22042..8b5b87ef968 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.logical_not_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.logical_not_.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.Tensor.logical_not_
+## [仅 API 调用方式不一致]torch.Tensor.logical_not_
### [torch.Tensor.logical_not_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_not_.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.logit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.logit.md
deleted file mode 100644
index e4c93d48301..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.logit_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.logit_.md
deleted file mode 100644
index b1041d22a36..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.lu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.lu.md
deleted file mode 100644
index be2805a77cc..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.mT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mT.md
deleted file mode 100644
index a508c3d95c4..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.masked_fill.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.masked_fill.md
deleted file mode 100644
index 76e7d54d4b2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.masked_fill_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.masked_fill_.md
deleted file mode 100644
index 89b460a725f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.masked_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.masked_scatter.md
deleted file mode 100644
index f7b796a9aaf..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.masked_scatter_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.masked_scatter_.md
deleted file mode 100644
index a4d97f82810..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.masked_select.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.masked_select.md
deleted file mode 100644
index 98818c61a4a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.matrix_exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_exp.md
index adee6380b07..ad3df9bda28 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_exp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_exp.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.Tensor.matrix_exp
+## [仅 API 调用方式不一致]torch.Tensor.matrix_exp
### [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_power.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_power.md
deleted file mode 100644
index ee35f60752a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.mm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mm.md
deleted file mode 100644
index 9fdda57cef7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.moveaxis.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.moveaxis.md
deleted file mode 100644
index daf6f545212..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.movedim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md
index 62e6655c1fb..b3edada7f55 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.Tensor.movedim
+## [仅 API 调用方式不一致]torch.Tensor.movedim
### [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mv.md
deleted file mode 100644
index b226ebeb0f3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.mvlgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md
index ca8e04c3ba3..919ff20f4c1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.Tensor.mvlgamma
+## [仅 API 调用方式不一致]torch.Tensor.mvlgamma
### [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md
index 0ed079a8919..63d1b2406c6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.Tensor.mvlgamma_
+## [仅 API 调用方式不一致]torch.Tensor.mvlgamma_
### [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nan_to_num.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nan_to_num.md
deleted file mode 100644
index 9fa820ddfc2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.nan_to_num_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nan_to_num_.md
deleted file mode 100644
index 719136aa761..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.ndim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.ndim.md
deleted file mode 100644
index 945a6e7bb64..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.ndimension.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.ndimension.md
deleted file mode 100644
index e0c3826b01a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.neg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.neg.md
deleted file mode 100644
index f05ad826217..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.neg_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.neg_.md
deleted file mode 100644
index e1cc849c129..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.negative.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative.md
index 5d01bdc0d5c..094405463ed 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.negative
+## [仅 API 调用方式不一致] torch.Tensor.negative
### [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative_.md
index 7b714e047ff..8c88cec189e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative_.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.negative_
+## [仅 API 调用方式不一致] torch.Tensor.negative_
### [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nelement.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nelement.md
index 0fd21948dd2..4cb2cbd93a4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nelement.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nelement.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.nelement
+## [仅 API 调用方式不一致] torch.Tensor.nelement
### [torch.Tensor.nelement](https://pytorch.org/docs/stable/generated/torch.Tensor.nelement.html?highlight=nelement#torch.Tensor.nelement)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nonzero.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nonzero.md
deleted file mode 100644
index f76e780e422..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.normal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.normal_.md
deleted file mode 100644
index 5149a55efb7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.numel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.numel.md
index 691f52e905e..56d7d867b72 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.numel.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.numel.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.numel
+## [仅 API 调用方式不一致] torch.Tensor.numel
### [torch.Tensor.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.pin_memory.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.pin_memory.md
deleted file mode 100644
index 1d0f08d99e8..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.polygamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.polygamma.md
deleted file mode 100644
index 3bfea29213d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.polygamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.polygamma_.md
deleted file mode 100644
index 6231088a668..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.positive.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.positive.md
index 4b439bf900d..e475cb2a2b9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.positive.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.positive.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.Tensor.positive
+## [仅 API 调用方式不一致]torch.Tensor.positive
### [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.rad2deg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.rad2deg.md
deleted file mode 100644
index 99e7c0a45b5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.real.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.real.md
index 5bd56f30644..cf2a97385ee 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.real.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.real.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.real
+## [仅 API 调用方式不一致] torch.Tensor.real
### [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.reciprocal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.reciprocal.md
deleted file mode 100644
index 612cc721c7b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.reciprocal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.reciprocal_.md
deleted file mode 100644
index 06854009246..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.register_hook.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.register_hook.md
deleted file mode 100644
index d695169c696..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.retain_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.retain_grad.md
index 3423c7c2712..854d8bb7d97 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.retain_grad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.retain_grad.md
@@ -1,4 +1,4 @@
-## [无参数]torch.Tensor.retain_grad
+## [仅 API 调用方式不一致]torch.Tensor.retain_grad
### [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.rsqrt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.rsqrt.md
deleted file mode 100644
index a40ca35c389..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.rsqrt_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.rsqrt_.md
deleted file mode 100644
index 7e6c5ca8e31..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sgn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sgn.md
deleted file mode 100644
index aef70be6cd7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.shape.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.shape.md
deleted file mode 100644
index e0567226ed7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sigmoid.md
deleted file mode 100644
index a2df16cc2c2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sigmoid_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sigmoid_.md
deleted file mode 100644
index 5e46a05aa6c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sign.md
deleted file mode 100644
index dfda02114eb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.signbit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.signbit.md
deleted file mode 100644
index 1dfe7df4ce3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sin.md
deleted file mode 100644
index 085dac59dc9..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sin_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sin_.md
deleted file mode 100644
index 0cdd5ebf829..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sinc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sinc.md
deleted file mode 100644
index 6c9e65e623e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sinc_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sinc_.md
deleted file mode 100644
index 7cfe264066f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sinh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sinh.md
deleted file mode 100644
index e95b85647ff..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sinh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sinh_.md
deleted file mode 100644
index 403d1349f05..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sparse_dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_dim.md
deleted file mode 100644
index 02e278aa899..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sparse_mask.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md
index c3850feed09..0f2bf2fc2b7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ] torch.Tensor.sparse_mask
+## [仅 API 调用方式不一致] torch.Tensor.sparse_mask
### [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sqrt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sqrt.md
deleted file mode 100644
index c2edf8b7e01..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.sqrt_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sqrt_.md
deleted file mode 100644
index 088c3891166..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.square.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.square.md
deleted file mode 100644
index dcc1cda1753..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.square_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.square_.md
index 9ed562b75b8..0620473ed08 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.square_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.square_.md
@@ -1,4 +1,4 @@
-## [ 无参数 ] torch.Tensor.square_
+## [仅 API 调用方式不一致] torch.Tensor.square_
### [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.t.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.t.md
deleted file mode 100644
index 01b83f5ed8e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.t_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.t_.md
deleted file mode 100644
index d985f8d89a7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.tan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.tan.md
deleted file mode 100644
index ed6c896330a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.tan_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.tan_.md
deleted file mode 100644
index df73370cbc0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.tanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.tanh.md
deleted file mode 100644
index 514297cf873..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.tanh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.tanh_.md
deleted file mode 100644
index 80bdd1e2223..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.to_dense.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_dense.md
deleted file mode 100644
index 7513aebec9a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.to_sparse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md
index 570a344ed40..3d4d647908e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ] torch.Tensor.to_sparse
+## [仅 API 调用方式不一致] torch.Tensor.to_sparse
### [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.tolist.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.tolist.md
deleted file mode 100644
index 616cced334e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.tril.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.tril.md
deleted file mode 100644
index 24faa39e517..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.tril_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.tril_.md
deleted file mode 100644
index b1fb17346d9..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.triu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.triu.md
deleted file mode 100644
index 654c518cd27..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.triu_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.triu_.md
deleted file mode 100644
index 301e7f3835f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.trunc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.trunc.md
deleted file mode 100644
index 978fa791f28..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.trunc_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.trunc_.md
deleted file mode 100644
index 18515e4fcf9..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.values.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.values.md
deleted file mode 100644
index 62ede0b8c36..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.view_as.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.view_as.md
deleted file mode 100644
index fd26f41c301..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.Tensor.zero_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.zero_.md
deleted file mode 100644
index f81e7186f05..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.__version__.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.__version__.md
deleted file mode 100644
index f77ba98decb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.__version__.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.__version__.split.md
deleted file mode 100644
index 06828a8a269..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.autograd.Function.forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md
index fa8722770de..4d4e59fbade 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.autograd.Function.forward
+## [仅 API 调用方式不一致]torch.autograd.Function.forward
### [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.enable_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.enable_grad.md
index bf999c17e0f..ea606a39ae7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.enable_grad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.enable_grad.md
@@ -1,4 +1,4 @@
-## [无参数]torch.autograd.enable_grad
+## [仅 API 调用方式不一致]torch.autograd.enable_grad
### [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.md
index 6d99d734f1b..5411bd01346 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.autograd.function.FunctionCtx
+## [仅 API 调用方式不一致]torch.autograd.function.FunctionCtx
### [torch.autograd.function.FunctionCtx]()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md
index c3f9850d67d..0418c7651fd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.autograd.function.FunctionCtx.save_for_backward
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md
index 1f77d473b00..70450e60b47 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.autograd.function.FunctionCtx.set_materialize_grads
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md
index dd08b9c4a48..2e71416d441 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.autograd.grad_mode.set_grad_enabled
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md
index f99ec0e50c4..3787a1f8ab2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.autograd.graph.saved_tensors_hooks
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cuda.is_built.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cuda.is_built.md
index 7e6f6164066..2138303cb0a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cuda.is_built.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cuda.is_built.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.backends.cuda.is_built
+## [仅 API 调用方式不一致]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
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cudnn.version.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cudnn.version.md
index cec6db09f14..7d436664afc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cudnn.version.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cudnn.version.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.backends.cudnn.version
+## [仅 API 调用方式不一致]torch.backends.cudnn.version
### [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.bfloat16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.bfloat16.md
deleted file mode 100644
index f310a1d223b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.bool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.bool.md
deleted file mode 100644
index c654b813430..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.cda.StreamContext.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md
index 4d018ad0edd..f55ab282837 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.StreamContext
+## [仅 API 调用方式不一致]torch.cuda.StreamContext
### [torch.cuda.StreamContext](https://pytorch.org/docs/stable/generated/torch.cuda.StreamContext.html#torch.cuda.StreamContext)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.complex128.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.complex128.md
deleted file mode 100644
index c4ce5df296a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.complex64.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.complex64.md
deleted file mode 100644
index 24fb4b3b9f0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.cpu.current_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cpu.current_device.md
index 98e4f5c29c4..5a251395586 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cpu.current_device.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cpu.current_device.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.cpu.current_device
+## [仅 API 调用方式不一致]torch.cpu.current_device
### [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md
index 305bd4a2287..dd91509895e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.Event
+## [仅 API 调用方式不一致]torch.cuda.Event
### [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.current_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.current_device.md
index e7cdab8a44a..19475adad15 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.current_device.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.current_device.md
@@ -1,4 +1,4 @@
-## [无参数]torch.cuda.current_device
+## [仅 API 调用方式不一致]torch.cuda.current_device
### [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.device_count.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.device_count.md
index e28ebe4d87e..5984a668ec7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.device_count.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.device_count.md
@@ -1,4 +1,4 @@
-## [无参数]torch.cuda.device_count
+## [仅 API 调用方式不一致]torch.cuda.device_count
### [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.empty_cache.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.empty_cache.md
index 4bb84891384..1c07fca502e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.empty_cache.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.empty_cache.md
@@ -1,4 +1,4 @@
-## [无参数]torch.cuda.empty_cache
+## [仅 API 调用方式不一致]torch.cuda.empty_cache
### [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md
index c680eec25de..bd765412040 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.get_device_capability
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md
index c19518ca448..71996b2178a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.cuda.get_device_name
+## [仅 API 调用方式不一致]torch.cuda.get_device_name
### [torch.cuda.get_device_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_bf16_supported.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_bf16_supported.md
index a543144f9c2..976e80d55bc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_bf16_supported.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_bf16_supported.md
@@ -1,4 +1,4 @@
-## [无参数]torch.cuda.is_bf16_supported
+## [仅 API 调用方式不一致]torch.cuda.is_bf16_supported
### [torch.cuda.is_bf16_supported](https://pytorch.org/docs/stable/cuda.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_initialized.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_initialized.md
deleted file mode 100644
index 818fb9e0d79..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.cuda.manual_seed_all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md
index 2afb6757076..cb2644e19e1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.manual_seed_all
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md
index 042b6adaea7..f4d7d4ebb34 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.max_memory_allocated
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md
index d57c7be1907..5706056fc80 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.max_memory_reserved
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md
index ad8afff485d..b0be3e22037 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.memory_allocated
+## [仅 API 调用方式不一致]torch.cuda.memory_allocated
### [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md
index 90b20b29705..e3d32aa544e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.memory_reserved
+## [仅 API 调用方式不一致]torch.cuda.memory_reserved
### [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.nvtx.range_pop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.nvtx.range_pop.md
index 13fe539e65d..4e5aec9dc8f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.nvtx.range_pop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.nvtx.range_pop.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.cuda.nvtx.range_pop
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md
index 866f20f2093..59d166f03a2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.reset_max_memory_allocated
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md
index 40e39c7dc87..ee5b0ca6f50 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.reset_max_memory_cached
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md
index c2ea18bae0a..777877f6abe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.set_stream
+## [仅 API 调用方式不一致]torch.cuda.set_stream
### [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md
index c1546b8116f..f021b025a4a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.cuda.stream
+## [仅 API 调用方式不一致]torch.cuda.stream
### [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.diag_embed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.diag_embed.md
deleted file mode 100644
index b0e965174af..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.ReduceOp.MAX.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.MAX.md
deleted file mode 100644
index 514964ddb35..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.ReduceOp.MIN.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.MIN.md
deleted file mode 100644
index 826a39a8d10..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.ReduceOp.PRODUCT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.PRODUCT.md
index db9ec75ecf0..a1534adc857 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.PRODUCT.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.PRODUCT.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.distributed.ReduceOp.PRODUCT
+## [仅 API 调用方式不一致]torch.distributed.ReduceOp.PRODUCT
### [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.SUM.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.SUM.md
deleted file mode 100644
index 8abdf62b256..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.batch_isend_irecv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.batch_isend_irecv.md
deleted file mode 100644
index f466399ef61..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.get_backend.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.get_backend.md
deleted file mode 100644
index 18074098065..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.get_rank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.get_rank.md
deleted file mode 100644
index 30d0a8782f4..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.get_world_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.get_world_size.md
deleted file mode 100644
index edf551e9cf7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.is_available.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_available.md
deleted file mode 100644
index 8112fb6400c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.is_initialized.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_initialized.md
deleted file mode 100644
index 2a69704e9c2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.distributed.is_nccl_available.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_nccl_available.md
index f2bb6841402..777aa24acf7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_nccl_available.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_nccl_available.md
@@ -1,4 +1,4 @@
-## [无参数]torch.distributed.is_nccl_available
+## [仅 API 调用方式不一致]torch.distributed.is_nccl_available
### [torch.distributed.is_nccl_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.constraints.Constraint.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.constraints.Constraint.md
index 4a17f8e9275..cafe402d38a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.constraints.Constraint.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.constraints.Constraint.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.distributions.constraints.Constraint
+## [仅 API 调用方式不一致]torch.distributions.constraints.Constraint
### [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md
index 094249a594d..a081ab33711 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.distributions.distribution.Distribution.log_prob
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md
index cfed77b7d36..89c68cc18e6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.distributions.kl.kl_divergence
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.e.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.e.md
deleted file mode 100644
index e20f4ce3cfb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.einsum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.einsum.md
deleted file mode 100644
index 480e89f5e8c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.enable_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.enable_grad.md
deleted file mode 100644
index 14b280cd5f8..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.float16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.float16.md
deleted file mode 100644
index 96810d8a09b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.float32.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.float32.md
deleted file mode 100644
index 86aa1eff76d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.float64.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.float64.md
deleted file mode 100644
index 00f6460ee1a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.ge.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.ge.md
index 93d168e2fe5..092c2ae175d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.ge.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.ge.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.ge
+## [仅 API 调用方式不一致]torch.ge
### [torch.ge](https://pytorch.org/docs/stable/generated/torch.ge.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.get_default_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.get_default_device.md
index 757a680e1c9..827399c609d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.get_default_device.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.get_default_device.md
@@ -1,4 +1,4 @@
-## [无参数]torch.get_default_device
+## [仅 API 调用方式不一致]torch.get_default_device
### [torch.get_default_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.get_default_dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.get_default_dtype.md
deleted file mode 100644
index 69a87deeceb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.iinfo.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.iinfo.md
index 64dc415e48f..3118cd7c8ec 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.iinfo.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.iinfo.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.iinfo
+## [仅 API 调用方式不一致]torch.iinfo
### [torch.iinfo](https://pytorch.org/docs/stable/type_info.html#torch-iinfo)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.inf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.inf.md
deleted file mode 100644
index fcdebcc2c94..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.int16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.int16.md
deleted file mode 100644
index ec6593936aa..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.int32.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.int32.md
deleted file mode 100644
index c32c77826e7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.int64.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.int64.md
deleted file mode 100644
index bba9a6c101e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.int8.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.int8.md
deleted file mode 100644
index 814cb2da216..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.is_grad_enabled.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.is_grad_enabled.md
deleted file mode 100644
index 2ecf914b558..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.is_inference.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.is_inference.md
index 575f9939c89..f3902e3b0df 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.is_inference.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.is_inference.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.is_inference
+## [仅 API 调用方式不一致]torch.is_inference
### [torch.is_inference]()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.manual_seed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.manual_seed.md
deleted file mode 100644
index 2d81cba98bc..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nan.md
deleted file mode 100644
index f3c0dc04507..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.newaxis.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.newaxis.md
deleted file mode 100644
index b72e992aa90..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md
index 1497c4b143e..eb5df3d702f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ] torch.nn.AdaptiveAvgPool1d
+## [仅 API 调用方式不一致] torch.nn.AdaptiveAvgPool1d
### [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md
index 5d287e7f1f8..aab6f372733 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.nn.HuberLoss
+## [仅 API 调用方式不一致]torch.nn.HuberLoss
### [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Identity.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Identity.md
deleted file mode 100644
index 0a256b1ae27..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.LogSigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.LogSigmoid.md
deleted file mode 100644
index 352776fe8fc..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.Module.apply.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md
index 41f5d621ceb..f26eb71ac54 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.nn.Module.apply
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.children.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.children.md
index 7ae406dcfd3..d1b7cf114fe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.children.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.children.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.nn.Module.children
+## [仅 API 调用方式不一致]torch.nn.Module.children
### [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.eval.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.eval.md
index ee353d06b07..b246d8538ad 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.eval.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.eval.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.nn.Module.eval
+## [仅 API 调用方式不一致]torch.nn.Module.eval
### [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.named_children.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.named_children.md
index cdac50af2a8..48ad1115187 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.named_children.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.named_children.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.nn.Module.named_children
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.train.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.train.md
index ef6d1e43cb3..981f646b88d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.train.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.train.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.nn.Module.train
+## [仅 API 调用方式不一致]torch.nn.Module.train
### [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Sigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Sigmoid.md
deleted file mode 100644
index 77797d8079d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.Softplus.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Softplus.md
deleted file mode 100644
index 217e96558cb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.Softsign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Softsign.md
deleted file mode 100644
index 633fc2daaf2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.Tanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Tanh.md
deleted file mode 100644
index 656a1323a5a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.Tanhshrink.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Tanhshrink.md
deleted file mode 100644
index 3bf82caac8e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.TransformerDecoder.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.TransformerDecoder.md
deleted file mode 100644
index 1c255b44149..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.TripletMarginWithDistanceLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.TripletMarginWithDistanceLoss.md
deleted file mode 100644
index 500386dd973..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.init.calculate_gain.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.init.calculate_gain.md
deleted file mode 100644
index caf41fc41ca..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.utils.clip_grad_norm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_norm_.md
index c36f2598667..f907aee65ec 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_norm_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_norm_.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.nn.utils.clip_grad_norm_
+## [仅 API 调用方式不一致]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
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_value_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_value_.md
index 6b73fa219c8..26110336ed5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_value_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_value_.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.nn.utils.clip_grad_value_
+## [仅 API 调用方式不一致]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
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.parameters_to_vector.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.parameters_to_vector.md
deleted file mode 100644
index 7b0caf0defe..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.nn.utils.vector_to_parameters.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.vector_to_parameters.md
deleted file mode 100644
index 1cd33ec4f70..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.numel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.numel.md
index 48870a16b1e..8e6b48b6244 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.numel.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.numel.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.numel
+## [仅 API 调用方式不一致]torch.numel
### [torch.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel)
```python
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md
index 28c7cefb01b..cce9b294f49 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.optim.Optimizer.add_param_group
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md
index 26d0b119353..371135332d0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.optim.Optimizer.load_state_dict
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.state_dict.md
index 0f741b30cfa..1a0095e7ba1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.state_dict.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.state_dict.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.optim.Optimizer.state_dict
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.pi.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.pi.md
deleted file mode 100644
index c378839ba68..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.set_default_dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.set_default_dtype.md
deleted file mode 100644
index 69e92944b56..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.t.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.t.md
deleted file mode 100644
index 7adc9490d58..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.unit8.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.unit8.md
index f535ce0ac84..f55a7d85710 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.unit8.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.unit8.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.uint8
+## [仅 API 调用方式不一致]torch.uint8
### [torch.uint8](https://github.com/pytorch/pytorch/tree/main/torch)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.cpp_extension.BuildExtension.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.cpp_extension.BuildExtension.md
deleted file mode 100644
index f73da7b8aab..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/torch.utils.cpp_extension.BuildExtension.with_options.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/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/invok_diff_only/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/invok_diff_only/torch.utils.cpp_extension.CUDA_HOME.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.cpp_extension.CUDA_HOME.md
index 53411dc9e2c..be7f4e63b7d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.cpp_extension.CUDA_HOME.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.cpp_extension.CUDA_HOME.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.utils.cpp_extension.CUDA_HOME
+## [仅 API 调用方式不一致]torch.utils.cpp_extension.CUDA_HOME
### [torch.utils.cpp_extension.CUDA_HOME]()
```python
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md
index ad8d382c43d..6d7b8dfd7fa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.utils.data.ChainDataset
+## [仅 API 调用方式不一致]torch.utils.data.ChainDataset
### [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md
index 49f30b92891..1cce9fe2519 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.utils.data.ConcatDataset
+## [仅 API 调用方式不一致]torch.utils.data.ConcatDataset
### [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Dataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Dataset.md
index 6b0ae08c8b3..7d0300dca61 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Dataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Dataset.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torch.utils.data.Dataset
+## [仅 API 调用方式不一致]torch.utils.data.Dataset
### [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.IterableDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.IterableDataset.md
index c0f7894e9c2..af29e29ef7c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.IterableDataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.IterableDataset.md
@@ -1,4 +1,4 @@
-## [无参数]torch.utils.data.IterableDataset
+## [仅 API 调用方式不一致]torch.utils.data.IterableDataset
### [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.RandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.RandomSampler.md
index 36902daceb2..01bf9bc07a4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.RandomSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.RandomSampler.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ] torch.utils.data.RandomSampler
+## [仅 API 调用方式不一致] torch.utils.data.RandomSampler
### [torch.utils.data.RandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.RandomSampler)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md
index bdb5019b13f..4389d8b55d0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.utils.data.Sampler
+## [仅 API 调用方式不一致]torch.utils.data.Sampler
### [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md
index 59c6da3785d..eb6f5e3ff46 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.utils.data.SequentialSampler
+## [仅 API 调用方式不一致]torch.utils.data.SequentialSampler
### [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md
index 3290a99b5f0..74d2927ab39 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torch.utils.data.Subset
+## [仅 API 调用方式不一致]torch.utils.data.Subset
### [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.WeightedRandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.WeightedRandomSampler.md
index b64daa8a6ef..4662be344f6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.WeightedRandomSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.WeightedRandomSampler.md
@@ -1,4 +1,4 @@
-## [参数完全一致] torch.utils.data.WeightedRandomSampler
+## [仅 API 调用方式不一致] torch.utils.data.WeightedRandomSampler
### [torch.utils.data.WeightedRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.WeightedRandomSampler)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.get_worker_info.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.get_worker_info.md
index 14c581f12cf..5da8a2ccef6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.get_worker_info.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.get_worker_info.md
@@ -1,4 +1,4 @@
-## [无参数]torch.utils.data.get_worker_info
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md
index 9baa9243a7b..f70723c99c7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md
@@ -1,4 +1,4 @@
-## [ 参数完全一致 ]torch.utils.data.random_split
+## [仅 API 调用方式不一致]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
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md
index 4cf4d5b1a2e..2743cb1ba43 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.ops.RoIPool
+## [仅 API 调用方式不一致]torchvision.ops.RoIPool
### [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md
index 4c54f6111f7..956ec5a0ceb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.functional.pad
+## [仅 API 调用方式不一致]torchvision.transforms.functional.pad
### [torchvision.transforms.functional.pad](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.pad.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md
index 9f7673db411..3e9c0205ee6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.Compose
+## [仅 API 调用方式不一致]torchvision.transforms.Compose
### [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BICUBIC.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BICUBIC.md
index 98ca3ce29a2..d2b494fb430 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BICUBIC.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BICUBIC.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torchvision.transforms.InterpolationMode.BICUBIC
+## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.BICUBIC
### [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BILINEAR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BILINEAR.md
index ee2ae73a4a9..5901e2eaa07 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BILINEAR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BILINEAR.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torchvision.transforms.InterpolationMode.BILINEAR
+## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.BILINEAR
### [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BOX.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BOX.md
index 808f1c2e5b1..d3c2e4e1554 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BOX.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BOX.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torchvision.transforms.InterpolationMode.BOX
+## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.BOX
### [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.HAMMING.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.HAMMING.md
index c29b69cf3bf..a4c5c5ef988 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.HAMMING.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.HAMMING.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torchvision.transforms.InterpolationMode.HAMMING
+## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.HAMMING
### [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.LANCZOS.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.LANCZOS.md
index 4551de8acd5..fb4901344cb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.LANCZOS.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.LANCZOS.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torchvision.transforms.InterpolationMode.LANCZOS
+## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.LANCZOS
### [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST.md
index 437300f96f8..65ffed37b6f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torchvision.transforms.InterpolationMode.NEAREST
+## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.NEAREST
### [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md
index f9525451642..d87c96d8d1a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md
@@ -1,4 +1,4 @@
-## [ 无参数 ]torchvision.transforms.InterpolationMode.NEAREST_EXACT
+## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.NEAREST_EXACT
### [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md
index 1e6ab740237..aed111c43cb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.functional.adjust_brightness
+## [仅 API 调用方式不一致]torchvision.transforms.functional.adjust_brightness
### [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md
index 4ef4ae27a8f..3d84d6a83a9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.functional.adjust_contrast
+## [仅 API 调用方式不一致]torchvision.transforms.functional.adjust_contrast
### [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md
index af252951a0e..ae5c3be93c4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.functional.adjust_hue
+## [仅 API 调用方式不一致]torchvision.transforms.functional.adjust_hue
### [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md
index 2545d161741..b4ac1643404 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.functional.center_crop
+## [仅 API 调用方式不一致]torchvision.transforms.functional.center_crop
### [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md
index 68073261a5e..a07f9ed99c2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.functional.crop
+## [仅 API 调用方式不一致]torchvision.transforms.functional.crop
### [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md
index 120ab0d51ea..8a2220d3a23 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.functional.erase
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md
index b8487dc9338..7d4acfad217 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.functional.hflip
+## [仅 API 调用方式不一致]torchvision.transforms.functional.hflip
### [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md
index 92707f7a989..0e2656684f9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md
@@ -1,4 +1,4 @@
-## [参数完全一致]torchvision.transforms.functional.to_grayscale
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md
index bd0ec35f60a..ae918aaecd4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md
@@ -1,4 +1,4 @@
-## [参数完全一致] torchvision.transforms.functional.vflip
+## [仅 API 调用方式不一致] torchvision.transforms.functional.vflip
### [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
index cd59dfb578a..476595fca92 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
@@ -1,4 +1,4 @@
-## [参数完全一致]transformers.PreTrainedTokenizer
+## [仅 API 调用方式不一致]transformers.PreTrainedTokenizer
### [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.LogitsProcessorList.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.LogitsProcessorList.md
index 9b280e43ab8..14430289480 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.LogitsProcessorList.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.LogitsProcessorList.md
@@ -1,4 +1,4 @@
-## [无参数]transformers.generation.LogitsProcessorList
+## [仅 API 调用方式不一致]transformers.generation.LogitsProcessorList
### [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.utils.GenerateOutput.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.utils.GenerateOutput.md
index 166a6dd18ee..53681fd6ea9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.utils.GenerateOutput.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.utils.GenerateOutput.md
@@ -1,4 +1,4 @@
-## [无参数]transformers.generation.utils.GenerateOutput
+## [仅 API 调用方式不一致]transformers.generation.utils.GenerateOutput
### [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md
index a3e0523b24e..1778e507a8b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md
@@ -1,4 +1,4 @@
-## [参数完全一致]transformers.modeling_outputs.BaseModelOutputWithPast
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md
index f0704ade977..74c4421a69f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md
@@ -1,4 +1,4 @@
-## [参数完全一致]transformers.modeling_outputs.CausalLMOutputWithPast
+## [仅 API 调用方式不一致]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)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md
index 75772b1b196..79a0a534eb8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md
@@ -1,4 +1,4 @@
-## [参数完全一致]transformers.utils.add_start_docstrings_to_model_forward
+## [仅 API 调用方式不一致]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)
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 dadd05794ab..ee3711e624e 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
@@ -688,9 +688,15 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 116 | [torch.Tensor.is\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) | [paddle.Tensor.is\_sparse\_csr](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/invok_diff_only/torch.Tensor.is_sparse_csr.html) |
| 117 | [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) | [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-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.real.html) |
| 118 | torch.autograd.function.FunctionCtx.saved_tensors | paddle.autograd.PyLayerContext.saved_tensor | - |
-| 119 | [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) |
-| 120 | [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) |
-| 121 | 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) |
+| 119 | [fairscale.nn.model\_parallel.initialize.get\_model\_parallel\_rank](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L155) | [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) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.html) |
+| 120 | [flash\_attn.\_\_version\_\_.split](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/__init__.py) | [paddle.\_\_version\_\_.split](https://github.com/PaddlePaddle/Paddle/tree/develop) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.html) |
+| 121 | [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) |
+| 122 | [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) |
+| 123 | 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) |
+| 124 | [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) | [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) | [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.PreTrainedTokenizer.html) |
+| 125 | [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) | [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) | [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.utils.GenerateOutput.html) |
+| 126 | [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) | [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) | [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.modeling_outputs.BaseModelOutputWithPast.html) |
+| 127 | [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) | [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) | [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.modeling_outputs.CausalLMOutputWithPast.html) |
### 3. 仅参数名不一致
**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 cb2356c26ad..536c6bb3a56 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
@@ -394,7 +394,7 @@ def generate_category2_table(
):
continue
# 检查条件:mapping_type为"无参数"或"参数完全一致",src_api包含"torch",替换后与dst_api不等
- if (mapping_type in ["无参数", "参数完全一致"]) and "torch" in src_api:
+ if mapping_type in ["无参数", "参数完全一致", "仅 API 调用方式不一致"]:
expected_paddle_api = src_api.replace("torch", "paddle")
if expected_paddle_api != dst_api:
used_apis.add(src_api) # 标记该API已处理
From 93d9bb4c3d2b8a9f3016d3afbd5d26e58b858e1b Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Sun, 28 Sep 2025 11:13:12 +0000
Subject: [PATCH 04/14] =?UTF-8?q?=E6=8C=89=E7=85=A7=E6=9C=80=E6=96=B0pacon?=
=?UTF-8?q?vert=E6=9B=B4=E6=96=B0=E9=83=A8=E5=88=86api=E6=98=A0=E5=B0=84?=
=?UTF-8?q?=E7=B1=BB=E5=88=AB?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.../torch.iinfo.md | 2 +-
.../torch.Tensor.is_coalesced.md | 15 -
.../torch.Tensor.logical_not_.md | 15 -
.../torch.utils.cpp_extension.CUDA_HOME.md | 14 -
.../transformers.PreTrainedTokenizer.md | 21 -
.../torch.nn.utils.clip_grad_norm_.md | 2 +-
.../torch.nn.utils.clip_grad_value_.md | 2 +-
.../pytorch_api_mapping_cn.md | 1382 +++++++++--------
.../convert_from_pytorch/tools/.gitignore | 1 +
.../convert_from_pytorch/tools/opt.py | 508 ++++++
10 files changed, 1207 insertions(+), 755 deletions(-)
rename docs/guides/model_convert/convert_from_pytorch/api_difference/{invok_diff_only => args_name_diff}/torch.iinfo.md (92%)
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_coalesced.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.logical_not_.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.cpp_extension.CUDA_HOME.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
rename docs/guides/model_convert/convert_from_pytorch/api_difference/{invok_diff_only => torch_more_args}/torch.nn.utils.clip_grad_norm_.md (96%)
rename docs/guides/model_convert/convert_from_pytorch/api_difference/{invok_diff_only => torch_more_args}/torch.nn.utils.clip_grad_value_.md (94%)
create mode 100644 docs/guides/model_convert/convert_from_pytorch/tools/opt.py
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.iinfo.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.iinfo.md
similarity index 92%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.iinfo.md
rename to docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.iinfo.md
index 3118cd7c8ec..fd2cbacd204 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.iinfo.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.iinfo.md
@@ -1,4 +1,4 @@
-## [仅 API 调用方式不一致]torch.iinfo
+## [仅参数名不一致]torch.iinfo
### [torch.iinfo](https://pytorch.org/docs/stable/type_info.html#torch-iinfo)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_coalesced.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_coalesced.md
deleted file mode 100644
index 59c721042e7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_coalesced.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致] 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/invok_diff_only/torch.Tensor.logical_not_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.logical_not_.md
deleted file mode 100644
index 8b5b87ef968..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.logical_not_.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致]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/invok_diff_only/torch.utils.cpp_extension.CUDA_HOME.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.cpp_extension.CUDA_HOME.md
deleted file mode 100644
index be7f4e63b7d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.cpp_extension.CUDA_HOME.md
+++ /dev/null
@@ -1,14 +0,0 @@
-## [仅 API 调用方式不一致]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/invok_diff_only/transformers.PreTrainedTokenizer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
deleted file mode 100644
index 476595fca92..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [仅 API 调用方式不一致]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/invok_diff_only/torch.nn.utils.clip_grad_norm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_norm_.md
similarity index 96%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_norm_.md
rename to docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_norm_.md
index f907aee65ec..221a8eb3bf7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_norm_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_norm_.md
@@ -1,4 +1,4 @@
-## [仅 API 调用方式不一致]torch.nn.utils.clip_grad_norm_
+## [ torch 参数更多 ]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
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_value_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_value_.md
similarity index 94%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_value_.md
rename to docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_value_.md
index 26110336ed5..11567bd8f23 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.utils.clip_grad_value_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_value_.md
@@ -1,4 +1,4 @@
-## [仅 API 调用方式不一致]torch.nn.utils.clip_grad_value_
+## [ torch 参数更多 ]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
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 ee3711e624e..3c0ef9f7284 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
@@ -518,47 +518,68 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 471 | [torch.narrow](https://pytorch.org/docs/stable/generated/torch.narrow.html?highlight=narrow#torch.narrow) | paddle.narrow | - |
| 472 | [torch.Tensor.type_as](https://pytorch.org/docs/stable/generated/torch.Tensor.type_as.html) | paddle.Tensor.type_as | - |
| 473 | [torch.nn.Sequential](https://pytorch.org/docs/stable/generated/torch.nn.Sequential.html#torch.nn.Sequential) | [paddle.nn.Sequential](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Sequential_cn.html) | - |
-| 474 | torch.torch.int32 | paddle.paddle.int32 | - |
-| 475 | [torch.transpose](https://pytorch.org/docs/stable/generated/torch.transpose.html?highlight=transpose#torch.transpose) | [paddle.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/transpose_cn.html#transpose) | - |
-| 476 | [torch.Tensor.transpose](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose.html) | [paddle.Tensor.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#transpose-perm-name-none) | - |
-| 477 | [torch.unsqueeze](https://pytorch.org/docs/stable/generated/torch.unsqueeze.html?highlight=unsqueeze#torch.unsqueeze) | [paddle.unsqueeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unsqueeze_cn.html#unsqueeze) | - |
-| 478 | [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#unsqueeze-axis-name-none) | - |
-| 479 | torch.sigmoid | paddle.sigmoid | - |
-| 480 | [torch.Tensor.topk](https://pytorch.org/docs/stable/generated/torch.Tensor.topk.html#torch.Tensor.topk) | [paddle.Tensor.topk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#topk-k-axis-none-largest-true-sorted-true-name-none) | - |
-| 481 | [torch.outer](https://pytorch.org/docs/stable/generated/torch.outer.html#torch.outer) | [paddle.outer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/outer_cn.html) | - |
-| 482 | [torch.nn.functional.sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.html?highlight=sigmoid#torch.nn.functional.sigmoid) | [paddle.nn.functional.sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/sigmoid_cn.html) | - |
-| 483 | [torch.Tensor.requires_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad.html#torch-tensor-requires-grad) | paddle.Tensor.requires_grad | - |
-| 484 | [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch-tensor) | [paddle.Tensor.data](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#data) | - |
-| 485 | [torch.Tensor.cpu](https://pytorch.org/docs/stable/generated/torch.Tensor.cpu.html?highlight=torch+tensor+cpu#torch.Tensor.cpu) | [paddle.Tensor.cpu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cpu) | - |
-| 486 | torch.Tensor.\_\_add\_\_ | paddle.Tensor.\_\_add\_\_ | - |
-| 487 | torch.Tensor.\_\_ge\_\_ | paddle.Tensor.\_\_ge\_\_ | - |
-| 488 | torch.Tensor.\_\_gt\_\_ | paddle.Tensor.\_\_gt\_\_ | - |
-| 489 | torch.Tensor.\_\_le\_\_ | paddle.Tensor.\_\_le\_\_ | - |
-| 490 | torch.Tensor.\_\_lt\_\_ | paddle.Tensor.\_\_lt\_\_ | - |
-| 491 | torch.Tensor.\_\_mul\_\_ | paddle.Tensor.\_\_mul\_\_ | - |
-| 492 | torch.Tensor.\_\_ne\_\_ | paddle.Tensor.\_\_ne\_\_ | - |
-| 493 | torch.Tensor.\_\_neg\_\_ | paddle.Tensor.\_\_neg\_\_ | - |
-| 494 | torch.Tensor.\_\_radd\_\_ | paddle.Tensor.\_\_radd\_\_ | - |
-| 495 | torch.Tensor.\_\_rmul\_\_ | paddle.Tensor.\_\_rmul\_\_ | - |
-| 496 | torch.Tensor.\_\_sub\_\_ | paddle.Tensor.\_\_sub\_\_ | - |
-| 497 | torch.Tensor.\_\_reduce\_ex\_\_ | paddle.Tensor.\_\_reduce\_ex\_\_ | - |
-| 498 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | paddle.from_numpy | - |
-| 499 | torch.greater | paddle.greater | - |
-| 500 | [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) | - |
-| 501 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | paddle.nn.SiLU | - |
-| 502 | [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) | - |
-| 503 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | paddle.Tensor.ge | - |
-| 504 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | paddle.Tensor.gt | - |
-| 505 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | paddle.Tensor.le | - |
-| 506 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | paddle.Tensor.lt | - |
-| 507 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | paddle.Tensor.ne | - |
-| 508 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | paddle.manual_seed | - |
-| 509 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | paddle.asarray | - |
-| 510 | [torch.gather](https://pytorch.org/docs/stable/generated/torch.gather.html?highlight=gather#torch.gather) | [paddle.gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gather_cn.html#gather) | - |
-| 511 | [torch.Tensor.gather](https://pytorch.org/docs/stable/generated/torch.Tensor.gather.html?highlight=gather#torch.Tensor.gather) | paddle.Tensor.gather | - |
-| 512 | torch.Tensor.scatter | paddle.Tensor.scatter | - |
-| 513 | torch.Tensor.scatter_ | paddle.Tensor.scatter_ | - |
-| 514 | torch.scatter | paddle.scatter | - |
+| 474 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.CUDA_HOME | - |
+| 475 | [torch.Tensor.is_coalesced](https://pytorch.org/docs/stable/generated/torch.Tensor.is_coalesced.html#torch-tensor-is-coalesced) | [paddle.Tensor.is_coalesced](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-coalesced) | - |
+| 476 | torch.torch.int32 | paddle.paddle.int32 | - |
+| 477 | [torch.transpose](https://pytorch.org/docs/stable/generated/torch.transpose.html?highlight=transpose#torch.transpose) | [paddle.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/transpose_cn.html#transpose) | - |
+| 478 | [torch.Tensor.transpose](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose.html) | [paddle.Tensor.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#transpose-perm-name-none) | - |
+| 479 | [torch.unsqueeze](https://pytorch.org/docs/stable/generated/torch.unsqueeze.html?highlight=unsqueeze#torch.unsqueeze) | [paddle.unsqueeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unsqueeze_cn.html#unsqueeze) | - |
+| 480 | [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#unsqueeze-axis-name-none) | - |
+| 481 | torch.sigmoid | paddle.sigmoid | - |
+| 482 | [torch.Tensor.topk](https://pytorch.org/docs/stable/generated/torch.Tensor.topk.html#torch.Tensor.topk) | [paddle.Tensor.topk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#topk-k-axis-none-largest-true-sorted-true-name-none) | - |
+| 483 | [torch.outer](https://pytorch.org/docs/stable/generated/torch.outer.html#torch.outer) | [paddle.outer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/outer_cn.html) | - |
+| 484 | [torch.nn.functional.sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.html?highlight=sigmoid#torch.nn.functional.sigmoid) | [paddle.nn.functional.sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/sigmoid_cn.html) | - |
+| 485 | [torch.Tensor.requires_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad.html#torch-tensor-requires-grad) | paddle.Tensor.requires_grad | - |
+| 486 | [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch-tensor) | [paddle.Tensor.data](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#data) | - |
+| 487 | [torch.Tensor.cpu](https://pytorch.org/docs/stable/generated/torch.Tensor.cpu.html?highlight=torch+tensor+cpu#torch.Tensor.cpu) | [paddle.Tensor.cpu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cpu) | - |
+| 488 | torch.Tensor.\_\_add\_\_ | paddle.Tensor.\_\_add\_\_ | - |
+| 489 | torch.Tensor.\_\_ge\_\_ | paddle.Tensor.\_\_ge\_\_ | - |
+| 490 | torch.Tensor.\_\_gt\_\_ | paddle.Tensor.\_\_gt\_\_ | - |
+| 491 | torch.Tensor.\_\_le\_\_ | paddle.Tensor.\_\_le\_\_ | - |
+| 492 | torch.Tensor.\_\_lt\_\_ | paddle.Tensor.\_\_lt\_\_ | - |
+| 493 | torch.Tensor.\_\_mul\_\_ | paddle.Tensor.\_\_mul\_\_ | - |
+| 494 | torch.Tensor.\_\_ne\_\_ | paddle.Tensor.\_\_ne\_\_ | - |
+| 495 | torch.Tensor.\_\_neg\_\_ | paddle.Tensor.\_\_neg\_\_ | - |
+| 496 | torch.Tensor.\_\_radd\_\_ | paddle.Tensor.\_\_radd\_\_ | - |
+| 497 | torch.Tensor.\_\_rmul\_\_ | paddle.Tensor.\_\_rmul\_\_ | - |
+| 498 | torch.Tensor.\_\_sub\_\_ | paddle.Tensor.\_\_sub\_\_ | - |
+| 499 | torch.Tensor.\_\_reduce\_ex\_\_ | paddle.Tensor.\_\_reduce\_ex\_\_ | - |
+| 500 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | paddle.from_numpy | - |
+| 501 | torch.greater | paddle.greater | - |
+| 502 | [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) | - |
+| 503 | torch.nn.attention.sdpa_kernel | paddle.nn.attention.sdpa_kernel | - |
+| 504 | torch.nn.attention.SDPBackend | paddle.nn.attention.SDPBackend | - |
+| 505 | torch.nn.attention._cur_sdpa_kernel_backends | paddle.nn.attention._cur_sdpa_kernel_backends | - |
+| 506 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | paddle.nn.SiLU | - |
+| 507 | [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) | - |
+| 508 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | paddle.Tensor.ge | - |
+| 509 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | paddle.Tensor.gt | - |
+| 510 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | paddle.Tensor.le | - |
+| 511 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | paddle.Tensor.lt | - |
+| 512 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | paddle.Tensor.ne | - |
+| 513 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | paddle.manual_seed | - |
+| 514 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | paddle.asarray | - |
+| 515 | [torch.gather](https://pytorch.org/docs/stable/generated/torch.gather.html?highlight=gather#torch.gather) | [paddle.gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gather_cn.html#gather) | - |
+| 516 | [torch.Tensor.gather](https://pytorch.org/docs/stable/generated/torch.Tensor.gather.html?highlight=gather#torch.Tensor.gather) | paddle.Tensor.gather | - |
+| 517 | torch.Tensor.scatter | paddle.Tensor.scatter | - |
+| 518 | torch.Tensor.scatter_ | paddle.Tensor.scatter_ | - |
+| 519 | torch.scatter | paddle.scatter | - |
+| 520 | [torch.cuda.get_device_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties) | paddle.cuda.get_device_properties | - |
+| 521 | [torch.cuda.get_rng_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch-cuda-get-rng-state) | paddle.cuda.get_rng_state | - |
+| 522 | torch.cuda.is_current_stream_capturing | paddle.cuda.is_current_stream_capturing | - |
+| 523 | [torch.cuda.manual_seed_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | paddle.cuda.manual_seed_all | - |
+| 524 | torch.cuda.set_rng_state | paddle.cuda.set_rng_state | - |
+| 525 | torch.get_device_module | paddle.get_device_module | - |
+| 526 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch-cuda-is-available) | paddle.cuda.is_available | - |
+| 527 | [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device) | paddle.device | - |
+| 528 | [torch.cuda.get_device_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | paddle.cuda.get_device_capability | - |
+| 529 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | paddle.cuda.current_device | - |
+| 530 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | paddle.cuda.device_count | - |
+| 531 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | paddle.cuda.empty_cache | - |
+| 532 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | paddle.cuda.memory_allocated | - |
+| 533 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | paddle.cuda.memory_reserved | - |
+| 534 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device) | paddle.cuda.set_device | - |
+| 535 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream) | paddle.cuda.current_stream | - |
### 2. 仅 API 调用方式不一致
**分类简介**
@@ -570,133 +591,125 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 序号 | Pytorch 最新 release | Paddle develop | 备注 |
|------|-------------------|---------------|------|
-| 1 | [fairscale.nn.model\_parallel.initialize.get\_model\_parallel\_world\_size](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L150) | [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) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.html) |
-| 2 | [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) |
-| 3 | [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) |
-| 4 | [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) |
-| 5 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](paddlepaddle.org.cn/documentation/docs/zh/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) |
-| 6 | [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) |
-| 7 | [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) |
-| 8 | [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) |
-| 9 | [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) |
-| 10 | [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) |
-| 11 | [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) |
-| 12 | [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) |
-| 13 | [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) |
-| 14 | [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) |
-| 15 | [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) |
-| 16 | [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) |
-| 17 | [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) |
-| 18 | [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/Tensor_cn.html#neg-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.negative.html) |
-| 19 | [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) |
-| 20 | [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) |
-| 21 | [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) |
-| 22 | [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) |
-| 23 | [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) |
-| 24 | [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) |
-| 25 | [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) |
-| 26 | [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) |
-| 27 | [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) |
-| 28 | 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) |
-| 29 | [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) |
-| 30 | [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) |
-| 31 | [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) |
-| 32 | [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) |
-| 33 | [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) |
-| 34 | [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) |
-| 35 | [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) |
-| 36 | [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) |
-| 37 | [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) |
-| 38 | [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) | - |
-| 39 | [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) |
-| 40 | [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) |
-| 41 | [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) |
-| 42 | [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) |
-| 43 | [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) |
-| 44 | [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) |
-| 45 | [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/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.cuda.manual_seed_all.html) |
-| 46 | [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) |
-| 47 | [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) |
-| 48 | [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) |
-| 49 | [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) |
-| 50 | [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) |
-| 51 | [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) |
-| 52 | [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) |
-| 53 | [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) |
-| 54 | [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/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) |
-| 55 | [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) |
-| 56 | [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) |
-| 57 | [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) |
-| 58 | [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) |
-| 59 | [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) |
-| 60 | [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) |
-| 61 | [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) |
-| 62 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | paddle.compat.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) |
-| 63 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | paddle.compat.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) |
-| 64 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | paddle.compat.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) |
-| 65 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | paddle.compat.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) |
-| 66 | [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) |
-| 67 | [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) |
-| 68 | [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) |
-| 69 | [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) |
-| 70 | [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) |
-| 71 | [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) |
-| 72 | [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) |
-| 73 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | paddle.compat.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) |
-| 74 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | paddle.compat.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) |
-| 75 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | paddle.compat.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) |
-| 76 | [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) |
-| 77 | [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) |
-| 78 | [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) |
-| 79 | [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) |
-| 80 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | paddle.compat.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) |
-| 81 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | paddle.compat.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) |
-| 82 | [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) |
-| 83 | [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) |
-| 84 | [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) |
-| 85 | [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) |
-| 86 | [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) |
-| 87 | [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) |
-| 88 | [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) |
-| 89 | [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) |
-| 90 | [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) |
-| 91 | [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) |
-| 92 | [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) |
-| 93 | [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) |
-| 94 | [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) |
-| 95 | [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) |
-| 96 | [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) |
-| 97 | [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) |
-| 98 | [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) |
-| 99 | [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) |
-| 100 | [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) |
-| 101 | [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) |
-| 102 | [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) |
-| 103 | [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) |
-| 104 | [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) |
-| 105 | [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) |
-| 106 | [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) |
-| 107 | [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) |
-| 108 | [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) | - |
-| 109 | [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) |
-| 110 | [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) |
-| 111 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | paddleformers.generation.StoppingCriteriaList | [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) |
-| 112 | [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList) | paddleformers.generation.LogitsProcessorList | [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) |
-| 113 | [transformers.utils.add\_start\_docstrings\_to\_model\_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45) | paddleformers.trainer.utils.add_start_docstrings_to_model_forward | [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.utils.add_start_docstrings_to_model_forward.html) |
-| 114 | [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html) | [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-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.imag.html) |
-| 115 | [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html) | [paddle.Tensor.is_sparse](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/invok_diff_only/torch.Tensor.is_sparse.html) |
-| 116 | [torch.Tensor.is\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) | [paddle.Tensor.is\_sparse\_csr](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/invok_diff_only/torch.Tensor.is_sparse_csr.html) |
-| 117 | [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) | [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-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.real.html) |
-| 118 | torch.autograd.function.FunctionCtx.saved_tensors | paddle.autograd.PyLayerContext.saved_tensor | - |
-| 119 | [fairscale.nn.model\_parallel.initialize.get\_model\_parallel\_rank](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L155) | [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) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.html) |
-| 120 | [flash\_attn.\_\_version\_\_.split](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/__init__.py) | [paddle.\_\_version\_\_.split](https://github.com/PaddlePaddle/Paddle/tree/develop) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.html) |
-| 121 | [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) |
-| 122 | [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) |
-| 123 | 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) |
-| 124 | [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) | [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) | [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.PreTrainedTokenizer.html) |
-| 125 | [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) | [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) | [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.utils.GenerateOutput.html) |
-| 126 | [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) | [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) | [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.modeling_outputs.BaseModelOutputWithPast.html) |
-| 127 | [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) | [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) | [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.modeling_outputs.CausalLMOutputWithPast.html) |
+| 1 | [fairscale.nn.model\_parallel.initialize.get\_model\_parallel\_rank](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L155) | [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) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.html) |
+| 2 | [fairscale.nn.model\_parallel.initialize.get\_model\_parallel\_world\_size](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L150) | [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) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.html) |
+| 3 | [flash\_attn.\_\_version\_\_.split](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/__init__.py) | [paddle.\_\_version\_\_.split](https://github.com/PaddlePaddle/Paddle/tree/develop) | [差异对比](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.html) |
+| 4 | [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) |
+| 5 | [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) |
+| 6 | [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) |
+| 7 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](paddlepaddle.org.cn/documentation/docs/zh/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) |
+| 8 | [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) |
+| 9 | [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) |
+| 10 | [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) |
+| 11 | [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) |
+| 12 | [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) |
+| 13 | [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) |
+| 14 | [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) |
+| 15 | [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) |
+| 16 | [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) |
+| 17 | [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) |
+| 18 | [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) |
+| 19 | [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) |
+| 20 | [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/Tensor_cn.html#neg-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.negative.html) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
+| 27 | [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) |
+| 28 | [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) |
+| 29 | [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) |
+| 30 | 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) |
+| 31 | [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) |
+| 32 | [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) |
+| 33 | [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) |
+| 34 | [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) |
+| 35 | [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) |
+| 36 | [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) |
+| 37 | [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) |
+| 38 | [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) |
+| 39 | [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) |
+| 40 | [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) | - |
+| 41 | [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) |
+| 42 | [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) |
+| 43 | [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) |
+| 44 | [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) |
+| 45 | [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) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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/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) |
+| 50 | [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) |
+| 51 | [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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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) |
+| 55 | [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) |
+| 56 | [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) |
+| 57 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | paddle.compat.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) |
+| 58 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | paddle.compat.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) |
+| 59 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | paddle.compat.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) |
+| 60 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | paddle.compat.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) |
+| 61 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | paddle.compat.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) |
+| 69 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | paddle.compat.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) |
+| 70 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | paddle.compat.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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [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) |
+| 75 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | paddle.compat.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) |
+| 76 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | paddle.compat.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) |
+| 77 | [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) |
+| 78 | [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) |
+| 79 | [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) |
+| 80 | [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) |
+| 81 | [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) |
+| 82 | [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) |
+| 83 | [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) |
+| 84 | [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) |
+| 85 | [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) |
+| 86 | [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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [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) |
+| 91 | [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) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) |
+| 103 | [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) | - |
+| 104 | [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) |
+| 105 | [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) |
+| 106 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | paddleformers.generation.StoppingCriteriaList | [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) |
+| 107 | [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList) | paddleformers.generation.LogitsProcessorList | [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) |
+| 108 | [transformers.utils.add\_start\_docstrings\_to\_model\_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45) | paddleformers.trainer.utils.add_start_docstrings_to_model_forward | [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.utils.add_start_docstrings_to_model_forward.html) |
+| 109 | [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) |
+| 110 | [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html) | [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-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.imag.html) |
+| 111 | [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html) | [paddle.Tensor.is_sparse](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/invok_diff_only/torch.Tensor.is_sparse.html) |
+| 112 | [torch.Tensor.is\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) | [paddle.Tensor.is\_sparse\_csr](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/invok_diff_only/torch.Tensor.is_sparse_csr.html) |
+| 113 | [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) | [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-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.real.html) |
+| 114 | torch.autograd.function.FunctionCtx.saved_tensors | paddle.autograd.PyLayerContext.saved_tensor | - |
+| 115 | [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) |
+| 116 | [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) | [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) | - |
+| 117 | [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) | [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) | [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.utils.GenerateOutput.html) |
+| 118 | [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) | [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) | [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.modeling_outputs.BaseModelOutputWithPast.html) |
+| 119 | [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) | [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) | [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.modeling_outputs.CausalLMOutputWithPast.html) |
### 3. 仅参数名不一致
**分类简介**
@@ -878,49 +891,50 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 171 | [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) |
| 172 | [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) |
| 173 | [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) |
-| 174 | [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) |
-| 175 | [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) |
-| 176 | [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) |
-| 177 | [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) |
-| 178 | [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) |
-| 179 | [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) |
-| 180 | [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) |
-| 181 | [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) |
-| 182 | [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) |
-| 183 | [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) |
-| 184 | [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) |
-| 185 | [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) |
-| 186 | [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) |
-| 187 | [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) |
-| 188 | [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) |
-| 189 | [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) |
-| 190 | [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) |
-| 191 | [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) |
-| 192 | [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) |
-| 193 | [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) |
-| 194 | [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) |
-| 195 | [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) |
-| 196 | [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) |
-| 197 | [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) |
-| 198 | [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) |
-| 199 | [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) |
-| 200 | [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) |
-| 201 | [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) |
-| 202 | [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) |
-| 203 | [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) |
-| 204 | [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) |
-| 205 | [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) |
-| 206 | [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) |
-| 207 | [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) |
-| 208 | [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) |
-| 209 | [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) |
-| 210 | [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) |
-| 211 | [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) |
-| 212 | [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) |
-| 213 | [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) |
-| 214 | [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) |
-| 215 | [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) |
-| 216 | [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) |
+| 174 | [torch.iinfo](https://pytorch.org/docs/stable/type_info.html#torch-iinfo) | [paddle.iinfo](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/iinfo_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.iinfo.html) |
+| 175 | [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) |
+| 176 | [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) |
+| 177 | [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) |
+| 178 | [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) |
+| 179 | [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) |
+| 180 | [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) |
+| 181 | [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) |
+| 182 | [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) |
+| 183 | [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) |
+| 184 | [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) |
+| 185 | [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) |
+| 186 | [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) |
+| 187 | [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) |
+| 188 | [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) |
+| 189 | [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) |
+| 190 | [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) |
+| 191 | [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) |
+| 192 | [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) |
+| 193 | [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) |
+| 194 | [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) |
+| 195 | [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) |
+| 196 | [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) |
+| 197 | [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) |
+| 198 | [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) |
+| 199 | [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) |
+| 200 | [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) |
+| 201 | [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) |
+| 202 | [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) |
+| 203 | [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) |
+| 204 | [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) |
+| 205 | [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) |
+| 206 | [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) |
+| 207 | [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) |
+| 208 | [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) |
+| 209 | [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) |
+| 210 | [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) |
+| 211 | [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) |
+| 212 | [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) |
+| 213 | [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) |
+| 214 | [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) |
+| 215 | [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) |
+| 216 | [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) |
+| 217 | [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) |
### 4. paddle 参数更多
**分类简介**
@@ -1273,205 +1287,207 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 198 | [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) |
| 199 | [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) |
| 200 | [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) |
-| 201 | [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) |
-| 202 | [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) |
-| 203 | [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) |
-| 204 | [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) |
-| 205 | [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) |
-| 206 | [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) |
-| 207 | [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) |
-| 208 | [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) |
-| 209 | [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) |
-| 210 | [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) |
-| 211 | [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) |
-| 212 | [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) |
-| 213 | [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) |
-| 214 | [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) |
-| 215 | [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) |
-| 216 | [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) |
-| 217 | [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) |
-| 218 | [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) |
-| 219 | [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) |
-| 220 | [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) |
-| 221 | [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) |
-| 222 | [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) |
-| 223 | [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) |
-| 224 | [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) |
-| 225 | [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) |
-| 226 | [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) |
-| 227 | [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) |
-| 228 | [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) |
-| 229 | [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) |
-| 230 | [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) |
-| 231 | [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) |
-| 232 | [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) |
-| 233 | [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) |
-| 234 | [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) |
-| 235 | [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) |
-| 236 | [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) |
-| 237 | [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) |
-| 238 | [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) |
-| 239 | [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) |
-| 240 | [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) |
-| 241 | [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) |
-| 242 | [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) |
-| 243 | [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) |
-| 244 | [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) |
-| 245 | [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) |
-| 246 | [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) |
-| 247 | [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) |
-| 248 | [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) |
-| 249 | [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) |
-| 250 | [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) |
-| 251 | [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) |
-| 252 | [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) |
-| 253 | [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) |
-| 254 | [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) |
-| 255 | [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) |
-| 256 | [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) |
-| 257 | [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) |
-| 258 | [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) |
-| 259 | [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) |
-| 260 | [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) |
-| 261 | [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) |
-| 262 | [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) |
-| 263 | [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) |
-| 264 | [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) |
-| 265 | [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) |
-| 266 | [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) |
-| 267 | [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) |
-| 268 | [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) |
-| 269 | [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) |
-| 270 | [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) |
-| 271 | [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) |
-| 272 | [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) |
-| 273 | [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) |
-| 274 | [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) |
-| 275 | [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) |
-| 276 | [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) |
-| 277 | [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) |
-| 278 | [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) |
-| 279 | [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) |
-| 280 | [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) |
-| 281 | [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) |
-| 282 | [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) |
-| 283 | [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) |
-| 284 | [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) |
-| 285 | [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) |
-| 286 | [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) |
-| 287 | [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) |
-| 288 | [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) |
-| 289 | [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) |
-| 290 | [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) |
-| 291 | [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) |
-| 292 | [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) |
-| 293 | [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) |
-| 294 | [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) |
-| 295 | [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) |
-| 296 | [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) |
-| 297 | [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) |
-| 298 | [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) |
-| 299 | [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) |
-| 300 | [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) |
-| 301 | [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) |
-| 302 | [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) |
-| 303 | [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) |
-| 304 | [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) |
-| 305 | [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) |
-| 306 | [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) |
-| 307 | [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) |
-| 308 | [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) |
-| 309 | [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) |
-| 310 | [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) |
-| 311 | [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) |
-| 312 | [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) |
-| 313 | [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) |
-| 314 | [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) |
-| 315 | [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) |
-| 316 | [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) |
-| 317 | [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) |
-| 318 | [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) |
-| 319 | [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) |
-| 320 | [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) |
-| 321 | [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) |
-| 322 | [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) |
-| 323 | [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) |
-| 324 | [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) |
-| 325 | [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) |
-| 326 | [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) |
-| 327 | [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) |
-| 328 | [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) |
-| 329 | [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) |
-| 330 | [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) |
-| 331 | [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) |
-| 332 | [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) |
-| 333 | [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) |
-| 334 | [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) |
-| 335 | [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) |
-| 336 | [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) |
-| 337 | [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) |
-| 338 | [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) |
-| 339 | [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) |
-| 340 | [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) |
-| 341 | [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) |
-| 342 | [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) |
-| 343 | [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) |
-| 344 | [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) |
-| 345 | [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) |
-| 346 | [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) |
-| 347 | [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) |
-| 348 | [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) |
-| 349 | [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) |
-| 350 | [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) |
-| 351 | [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) |
-| 352 | [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) |
-| 353 | [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) |
-| 354 | [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) |
-| 355 | [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) |
-| 356 | [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) |
-| 357 | [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) |
-| 358 | [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) |
-| 359 | [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) |
-| 360 | [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) |
-| 361 | [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) |
-| 362 | [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) |
-| 363 | [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) |
-| 364 | [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) |
-| 365 | [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) |
-| 366 | [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) |
-| 367 | [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) |
-| 368 | [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) |
-| 369 | [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) |
-| 370 | [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) |
-| 371 | [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) |
-| 372 | 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) |
-| 373 | [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) |
-| 374 | [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) |
-| 375 | [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) |
-| 376 | [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) |
-| 377 | [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) |
-| 378 | [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) |
-| 379 | [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) |
-| 380 | [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) |
-| 381 | [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) |
-| 382 | [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) |
-| 383 | [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) |
-| 384 | [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) |
-| 385 | [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) |
-| 386 | [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) |
-| 387 | [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) |
-| 388 | [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) |
-| 389 | [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) |
-| 390 | [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) |
-| 391 | [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) |
-| 392 | [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) |
-| 393 | [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) |
-| 394 | [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) |
-| 395 | [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) |
-| 396 | [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) |
-| 397 | [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) |
-| 398 | [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) |
-| 399 | [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) |
+| 201 | [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_) | [paddle.nn.utils.clip\_grad\_value\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_value__cn.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.utils.clip_grad_value_.html) |
+| 202 | [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) |
+| 203 | [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) |
+| 204 | [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) |
+| 205 | [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) |
+| 206 | [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) |
+| 207 | [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) |
+| 208 | [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) |
+| 209 | [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) |
+| 210 | [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) |
+| 211 | [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) |
+| 212 | [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) |
+| 213 | [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) |
+| 214 | [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) |
+| 215 | [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) |
+| 216 | [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) |
+| 217 | [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) |
+| 218 | [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) |
+| 219 | [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) |
+| 220 | [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) |
+| 221 | [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) |
+| 222 | [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) |
+| 223 | [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) |
+| 224 | [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) |
+| 225 | [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) |
+| 226 | [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) |
+| 227 | [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) |
+| 228 | [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) |
+| 229 | [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) |
+| 230 | [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) |
+| 231 | [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) |
+| 232 | [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) |
+| 233 | [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) |
+| 234 | [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) |
+| 235 | [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) |
+| 236 | [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) |
+| 237 | [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) |
+| 238 | [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) |
+| 239 | [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) |
+| 240 | [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) |
+| 241 | [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) |
+| 242 | [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) |
+| 243 | [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) |
+| 244 | [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) |
+| 245 | [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) |
+| 246 | [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) |
+| 247 | [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) |
+| 248 | [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) |
+| 249 | [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) |
+| 250 | [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) |
+| 251 | [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) |
+| 252 | [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) |
+| 253 | [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) |
+| 254 | [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) |
+| 255 | [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) |
+| 256 | [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) |
+| 257 | [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) |
+| 258 | [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) |
+| 259 | [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) |
+| 260 | [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) |
+| 261 | [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) |
+| 262 | [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) |
+| 263 | [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) |
+| 264 | [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) |
+| 265 | [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) |
+| 266 | [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) |
+| 267 | [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) |
+| 268 | [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) |
+| 269 | [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) |
+| 270 | [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) |
+| 271 | [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) |
+| 272 | [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) |
+| 273 | [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) |
+| 274 | [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) |
+| 275 | [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) |
+| 276 | [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) |
+| 277 | [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) |
+| 278 | [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) |
+| 279 | [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) |
+| 280 | [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) |
+| 281 | [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) |
+| 282 | [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) |
+| 283 | [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) |
+| 284 | [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) |
+| 285 | [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) |
+| 286 | [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) |
+| 287 | [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) |
+| 288 | [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) |
+| 289 | [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) |
+| 290 | [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) |
+| 291 | [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) |
+| 292 | [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) |
+| 293 | [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) |
+| 294 | [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) |
+| 295 | [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) |
+| 296 | [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) |
+| 297 | [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) |
+| 298 | [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) |
+| 299 | [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) |
+| 300 | [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) |
+| 301 | [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) |
+| 302 | [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) |
+| 303 | [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) |
+| 304 | [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) |
+| 305 | [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) |
+| 306 | [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) |
+| 307 | [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) |
+| 308 | [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) |
+| 309 | [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) |
+| 310 | [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) |
+| 311 | [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) |
+| 312 | [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) |
+| 313 | [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) |
+| 314 | [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) |
+| 315 | [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) |
+| 316 | [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) |
+| 317 | [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) |
+| 318 | [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) |
+| 319 | [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) |
+| 320 | [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_) | [paddle.nn.utils.clip\_grad\_norm\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_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.nn.utils.clip_grad_norm_.html) |
+| 321 | [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) |
+| 322 | [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) |
+| 323 | [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) |
+| 324 | [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) |
+| 325 | [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) |
+| 326 | [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) |
+| 327 | [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) |
+| 328 | [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) |
+| 329 | [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) |
+| 330 | [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) |
+| 331 | [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) |
+| 332 | [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) |
+| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RReLU.html) |
+| 334 | [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) |
+| 335 | [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) |
+| 336 | [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) |
+| 337 | [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) |
+| 338 | [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) |
+| 339 | [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) |
+| 340 | [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) |
+| 341 | [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) |
+| 342 | [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) |
+| 343 | [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) |
+| 344 | [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) |
+| 345 | [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) |
+| 346 | [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) |
+| 347 | [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) |
+| 348 | [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) |
+| 349 | [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) |
+| 350 | [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) |
+| 351 | [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) |
+| 352 | [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) |
+| 353 | [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) |
+| 354 | [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) |
+| 355 | [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) |
+| 356 | [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) |
+| 357 | [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) |
+| 358 | [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) |
+| 359 | [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) |
+| 360 | [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) |
+| 361 | [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) |
+| 362 | [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) |
+| 363 | [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) |
+| 364 | [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) |
+| 365 | [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) |
+| 366 | [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) |
+| 367 | [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) |
+| 368 | [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) |
+| 369 | [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) |
+| 370 | [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) |
+| 371 | [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) |
+| 372 | [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) |
+| 373 | [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) |
+| 374 | 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) |
+| 375 | [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) |
+| 376 | [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) |
+| 377 | [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) |
+| 378 | [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) |
+| 379 | [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) |
+| 380 | [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) |
+| 381 | [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) |
+| 382 | [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) |
+| 383 | [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) |
+| 384 | [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) |
+| 385 | [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) |
+| 386 | [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) |
+| 387 | [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) |
+| 388 | [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) |
+| 389 | [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) |
+| 390 | [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) |
+| 391 | [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) |
+| 392 | [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) |
+| 393 | [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) |
+| 394 | [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) |
+| 395 | [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) |
+| 396 | [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) |
+| 397 | [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) |
+| 398 | [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) |
+| 399 | [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) |
+| 400 | [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) |
+| 401 | [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**
@@ -1573,69 +1589,66 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 16 | [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) |
| 17 | [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) |
| 18 | [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) |
-| 19 | [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) |
-| 20 | [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) |
-| 21 | [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) |
-| 22 | [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) |
-| 23 | [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) |
-| 24 | [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) |
-| 25 | [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) |
-| 26 | [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) |
-| 27 | [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) |
-| 28 | [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) |
-| 29 | [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) |
-| 30 | [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) |
-| 31 | [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) |
-| 32 | [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) |
-| 33 | [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) |
-| 34 | [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) |
-| 35 | [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) |
-| 36 | [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) |
-| 37 | [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) |
-| 38 | [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) |
-| 39 | [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) |
-| 40 | [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) |
-| 41 | [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) |
-| 42 | [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) |
-| 43 | [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) |
-| 44 | [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) |
-| 45 | [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) |
-| 46 | [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) |
-| 47 | [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) |
-| 48 | [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) |
-| 49 | [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) |
-| 50 | [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) |
-| 51 | [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) |
-| 52 | [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) |
-| 53 | [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) |
-| 54 | [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) |
-| 55 | [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) |
-| 56 | [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) |
-| 57 | [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) |
-| 58 | [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) |
-| 59 | [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) |
-| 60 | [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) |
-| 61 | [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) |
-| 62 | [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) |
-| 63 | [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) |
-| 64 | [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) |
-| 65 | [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) |
-| 66 | [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) |
-| 67 | [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) |
-| 68 | [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) |
-| 69 | [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) |
-| 70 | [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) |
-| 71 | [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) |
-| 72 | [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) |
-| 73 | [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) |
-| 74 | [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) |
-| 75 | [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) |
-| 76 | [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) |
-| 77 | [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) |
-| 78 | [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) |
-| 79 | [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) |
-| 80 | [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) |
-| 81 | [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) |
+| 19 | [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) |
+| 20 | [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) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
+| 27 | [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) |
+| 28 | [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) |
+| 29 | [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) |
+| 30 | [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) |
+| 31 | [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) |
+| 32 | [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) |
+| 33 | [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) |
+| 34 | [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) |
+| 35 | [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) |
+| 36 | [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) |
+| 37 | [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) |
+| 38 | [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) |
+| 39 | [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) |
+| 40 | [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) |
+| 41 | [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) |
+| 42 | [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) |
+| 43 | [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) |
+| 44 | [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) |
+| 45 | [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) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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) |
+| 50 | [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) |
+| 51 | [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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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) |
+| 55 | [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) |
+| 56 | [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) |
+| 57 | [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) |
+| 58 | [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) |
+| 59 | [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) |
+| 60 | [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) |
+| 61 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [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) |
+| 69 | [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) |
+| 70 | [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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [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) |
+| 75 | [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) |
+| 76 | [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) |
+| 77 | [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) |
+| 78 | [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**
@@ -1657,20 +1670,19 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 10 | [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) |
| 11 | [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) |
| 12 | [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) |
-| 13 | [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) |
-| 14 | [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) |
-| 15 | [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) |
-| 16 | [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) |
-| 17 | [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) |
-| 18 | [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) |
-| 19 | [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) |
-| 20 | [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) |
-| 21 | [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) |
-| 22 | [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) |
-| 23 | [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) |
-| 24 | [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) |
-| 25 | [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) |
-| 26 | [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) |
+| 13 | [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) |
+| 14 | [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) |
+| 15 | [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) |
+| 16 | [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) |
+| 17 | [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) |
+| 18 | [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) |
+| 19 | [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) |
+| 20 | [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) |
+| 21 | [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) |
+| 22 | [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) |
+| 23 | [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) |
+| 24 | [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) |
+| 25 | [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) |
### 10. 组合替代实现
**分类简介**
@@ -1765,92 +1777,90 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [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) |
+| 91 | [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) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) |
+| 103 | [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) |
+| 104 | [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) |
+| 105 | [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) |
+| 106 | [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) |
+| 107 | [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) |
+| 108 | [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) |
+| 109 | [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) |
+| 110 | [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) |
+| 111 | [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) |
+| 112 | [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) |
+| 113 | [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) |
+| 114 | [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) |
+| 115 | [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) |
+| 116 | [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) |
+| 117 | [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) |
+| 118 | [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) |
+| 119 | [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) |
+| 120 | [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) |
+| 121 | [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) |
+| 122 | [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) |
+| 123 | [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) |
+| 124 | [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) |
+| 125 | [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) |
+| 126 | [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) |
+| 127 | [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) |
+| 128 | [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) |
+| 129 | [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) |
+| 130 | [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) |
+| 131 | [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) |
+| 132 | [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) |
+| 133 | [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) |
+| 134 | [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) |
+| 135 | [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) |
+| 136 | [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) |
+| 137 | [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) |
+| 138 | [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) |
+| 139 | [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) |
+| 140 | [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) |
+| 141 | [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) |
+| 142 | [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) |
+| 143 | [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) |
+| 144 | [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) |
+| 145 | [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) |
+| 146 | [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) |
+| 147 | [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) |
+| 148 | [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) |
+| 149 | [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) |
+| 150 | [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) |
+| 151 | [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) |
+| 152 | [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) |
+| 153 | [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) |
+| 154 | [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) |
+| 155 | [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) |
+| 156 | [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) |
+| 157 | [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) |
+| 158 | [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) |
+| 159 | [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) |
+| 160 | [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) |
+| 161 | [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) |
+| 162 | [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) |
+| 163 | [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) |
+| 164 | [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) |
+| 165 | [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) |
+| 166 | [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) |
+| 167 | [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) |
+| 168 | [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) |
+| 169 | [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) |
+| 170 | [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**
@@ -1985,7 +1995,7 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 115 | 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) |
| 116 | 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) |
| 117 | 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) |
-| 118 | 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) |
+| 118 | 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/torch_more_args/torch.nn.utils.clip_grad_norm_.html) |
| 119 | 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) |
| 120 | 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) |
| 121 | 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) |
@@ -2585,116 +2595,114 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 555 | [torch.mps.set\_per\_process\_memory\_fraction](https://pytorch.org/docs/stable/generated/torch.mps.set_per_process_memory_fraction.html#torch-mps-set-per-process-memory-fraction) | - | 可新增,但框架底层无相关设计,成本高 |
| 556 | [torch.mps.set\_rng\_state](https://pytorch.org/docs/stable/generated/torch.mps.set_rng_state.html#torch-mps-set-rng-state) | - | 可新增,但框架底层无相关设计,成本高 |
| 557 | [torch.nn.attention.bias](https://pytorch.org/docs/stable/nn.attention.bias.html#module-torch.nn.attention.bias) | - | 可新增,且框架底层有相关设计,成本低 |
-| 558 | [torch.nn.attention.sdpa_kernel](https://pytorch.org/docs/stable/generated/torch.nn.attention.sdpa_kernel.html#torch-nn-attention-sdpa-kernel) | - | 可新增,且框架底层有相关设计,成本低 |
-| 559 | [torch.nn.attention.SDPBackend](https://pytorch.org/docs/stable/generated/torch.nn.attention.SDPBackend.html#torch.nn.attention.SDPBackend) | - | 可新增,且框架底层有相关设计,成本低 |
-| 560 | [torch.nn.CircularPad1d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad1d.html#torch.nn.CircularPad1d) | - | 可新增,且框架底层有相关设计,成本低 |
-| 561 | [torch.nn.CircularPad2d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad2d.html#torch.nn.CircularPad2d) | - | 可新增,且框架底层有相关设计,成本低 |
-| 562 | [torch.nn.functional.lp_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool3d.html#torch-nn-functional-lp-pool3d) | - | 可新增,且框架底层有相关设计,成本低 |
-| 563 | [torch.nn.LPPool3d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool3d.html#torch.nn.LPPool3d) | - | 可新增,且框架底层有相关设计,成本低 |
-| 564 | [torch.nn.modules.lazy.LazyModuleMixin](https://pytorch.org/docs/stable/generated/torch.nn.modules.lazy.LazyModuleMixin.html#torch.nn.modules.lazy.LazyModuleMixin) | - | 可新增,且框架底层有相关设计,成本低 |
-| 565 | [torch.nn.modules.module.register\_module\_buffer\_registration\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_buffer_registration_hook.html#torch-nn-modules-module-register-module-buffer-registration-hook) | - | 可新增,且框架底层有相关设计,成本低 |
-| 566 | [torch.nn.modules.module.register\_module\_full\_backward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_full_backward_hook.html#torch-nn-modules-module-register-module-full-backward-hook) | - | 可新增,且框架底层有相关设计,成本低 |
-| 567 | [torch.nn.modules.module.register\_module\_full\_backward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_full_backward_pre_hook.html#torch-nn-modules-module-register-module-full-backward-pre-hook) | - | 可新增,且框架底层有相关设计,成本低 |
-| 568 | [torch.nn.modules.module.register\_module\_module\_registration\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_module_registration_hook.html#torch-nn-modules-module-register-module-module-registration-hook) | - | 可新增,且框架底层有相关设计,成本低 |
-| 569 | [torch.nn.modules.module.register\_module\_parameter\_registration\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_parameter_registration_hook.html#torch-nn-modules-module-register-module-parameter-registration-hook) | - | 可新增,且框架底层有相关设计,成本低 |
-| 570 | [torch.nn.utils.parametrize.cached](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.cached.html#torch-nn-utils-parametrize-cached) | - | 可新增,且框架底层有相关设计,成本低 |
-| 571 | [torch.nn.utils.parametrize.ParametrizationList](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.ParametrizationList.html#torch.nn.utils.parametrize.ParametrizationList) | - | 可新增,且框架底层有相关设计,成本低 |
-| 572 | [torch.nn.utils.prune.BasePruningMethod](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.BasePruningMethod.html#torch.nn.utils.prune.BasePruningMethod) | - | 可新增,且框架底层有相关设计,成本低 |
-| 573 | [torch.nn.utils.prune.custom\_from\_mask](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.custom_from_mask.html#torch-nn-utils-prune-custom-from-mask) | - | 可新增,且框架底层有相关设计,成本低 |
-| 574 | [torch.nn.utils.prune.CustomFromMask](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.CustomFromMask.html#torch.nn.utils.prune.CustomFromMask) | - | 可新增,且框架底层有相关设计,成本低 |
-| 575 | [torch.nn.utils.prune.Identity](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.identity.html#torch-nn-utils-prune-identity) | - | 可新增,且框架底层有相关设计,成本低 |
-| 576 | [torch.nn.utils.prune.is_pruned](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.is_pruned.html#torch-nn-utils-prune-is-pruned) | - | 可新增,且框架底层有相关设计,成本低 |
-| 577 | [torch.nn.utils.prune.LnStructured](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.LnStructured.html#torch.nn.utils.prune.LnStructured) | - | 可新增,且框架底层有相关设计,成本低 |
-| 578 | [torch.nn.utils.prune.RandomUnstructured](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.RandomUnstructured.html#torch.nn.utils.prune.RandomUnstructured) | - | 可新增,且框架底层有相关设计,成本低 |
-| 579 | [torch.nn.utils.rnn.unpack_sequence](https://pytorch.org/docs/stable/generated/torch.nn.utils.rnn.unpack_sequence.html#torch-nn-utils-rnn-unpack-sequence) | - | 可新增,且框架底层有相关设计,成本低 |
-| 580 | [torch.nn.ZeroPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad1d.html#torch.nn.ZeroPad1d) | - | 可新增,且框架底层有相关设计,成本低 |
-| 581 | [torch.nn.ZeroPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad3d.html#torch.nn.ZeroPad3d) | - | 可新增,且框架底层有相关设计,成本低 |
-| 582 | [torch.profiler._KinetoProfile](https://pytorch.org/docs/stable/profiler.html#torch.profiler._KinetoProfile) | - | 可新增,且框架底层有相关设计,成本低 |
-| 583 | [torch.profiler.itt.is_available](https://pytorch.org/docs/stable/profiler.html#torch.profiler.itt.is_available) | - | 可新增,且框架底层有相关设计,成本低 |
-| 584 | [torch.profiler.itt.mark](https://pytorch.org/docs/stable/profiler.html#torch.profiler.itt.mark) | - | 可新增,且框架底层有相关设计,成本低 |
-| 585 | [torch.profiler.itt.range_pop](https://pytorch.org/docs/stable/profiler.html#torch.profiler.itt.range_pop) | - | 可新增,且框架底层有相关设计,成本低 |
-| 586 | [torch.profiler.itt.range_push](https://pytorch.org/docs/stable/profiler.html#torch.profiler.itt.range_push) | - | 可新增,且框架底层有相关设计,成本低 |
-| 587 | [torch.special.airy_ai](https://pytorch.org/docs/stable/special.html#torch.special.airy_ai) | - | 可新增,且框架底层有相关设计,成本低 |
-| 588 | [torch.special.bessel_j0](https://pytorch.org/docs/stable/special.html#torch.special.bessel_j0) | - | 可新增,且框架底层有相关设计,成本低 |
-| 589 | [torch.special.bessel_j1](https://pytorch.org/docs/stable/special.html#torch.special.bessel_j1) | - | 可新增,且框架底层有相关设计,成本低 |
-| 590 | [torch.special.scaled\_modified\_bessel\_k0](https://pytorch.org/docs/stable/special.html#torch.special.scaled_modified_bessel_k0) | - | 可新增,且框架底层有相关设计,成本低 |
-| 591 | [torch.special.scaled\_modified\_bessel\_k1](https://pytorch.org/docs/stable/special.html#torch.special.scaled_modified_bessel_k1) | - | 可新增,且框架底层有相关设计,成本低 |
-| 592 | [torch.special.spherical\_bessel\_j0](https://pytorch.org/docs/stable/special.html#torch.special.spherical_bessel_j0) | - | 可新增,且框架底层有相关设计,成本低 |
-| 593 | [torch.Tensor.conj\_physical\_](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical_.html#torch-tensor-conj-physical) | - | 可新增,且框架底层有相关设计,成本低 |
-| 594 | [torch.Tensor.is_meta](https://pytorch.org/docs/stable/generated/torch.Tensor.is_meta.html#torch-tensor-is-meta) | - | 可新增,且框架底层有相关设计,成本低 |
-| 595 | [torch.Tensor.is_quantized](https://pytorch.org/docs/stable/generated/torch.Tensor.is_quantized.html#torch-tensor-is-quantized) | - | 可新增,且框架底层有相关设计,成本低 |
-| 596 | [torch.Tensor.module_load](https://pytorch.org/docs/stable/generated/torch.Tensor.module_load.html#torch-tensor-module-load) | - | 可新增,但框架底层无相关设计,成本高 |
-| 597 | [torch.Tensor.nextafter_](https://pytorch.org/docs/stable/generated/torch.Tensor.nextafter_.html#torch-tensor-nextafter) | - | 可新增,且框架底层有相关设计,成本低 |
-| 598 | [torch.Tensor.retains_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retains_grad.html#torch-tensor-retains-grad) | - | 可新增,且框架底层有相关设计,成本低 |
-| 599 | [torch.Tensor.smm](https://pytorch.org/docs/stable/generated/torch.Tensor.smm.html#torch-tensor-smm) | - | 可新增,且框架底层有相关设计,成本低 |
-| 600 | [torch.utils.benchmark.CallgrindStats](https://pytorch.org/docs/stable/benchmark_utils.html#torch.utils.benchmark.CallgrindStats) | - | 可新增,且框架底层有相关设计,成本低 |
-| 601 | [torch.utils.benchmark.FunctionCounts](https://pytorch.org/docs/stable/benchmark_utils.html#torch.utils.benchmark.FunctionCounts) | - | 可新增,且框架底层有相关设计,成本低 |
-| 602 | [torch.utils.benchmark.Measurement](https://pytorch.org/docs/stable/benchmark_utils.html#torch.utils.benchmark.Measurement) | - | 可新增,且框架底层有相关设计,成本低 |
-| 603 | [torch.utils.checkpoint.set\_checkpoint\_debug\_enabled](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.set_checkpoint_debug_enabled) | - | 可新增,且框架底层有相关设计,成本低 |
-| 604 | [torch.utils.cpp\_extension.get\_compiler\_abi\_compatibility\_and\_version](https://pytorch.org/docs/stable/cpp_extension.html#torch.utils.cpp_extension.get_compiler_abi_compatibility_and_version) | - | 可新增,且框架底层有相关设计,成本低 |
-| 605 | [torch.utils.cpp\_extension.is\_ninja\_available](https://pytorch.org/docs/stable/cpp_extension.html#torch.utils.cpp_extension.is_ninja_available) | - | 可新增,且框架底层有相关设计,成本低 |
-| 606 | [torch.utils.data.default_convert](https://pytorch.org/docs/stable/data.html#torch.utils.data.default_convert) | - | 可新增,且框架底层有相关设计,成本低 |
-| 607 | [torch.utils.generate\_methods\_for\_privateuse1\_backend](https://pytorch.org/docs/stable/generated/torch.utils.generate_methods_for_privateuse1_backend.html#torch-utils-generate-methods-for-privateuse1-backend) | - | 可新增,且框架底层有相关设计,成本低 |
-| 608 | [torch.utils.get\_cpp\_backtrace](https://pytorch.org/docs/stable/generated/torch.utils.get_cpp_backtrace.html#torch-utils-get-cpp-backtrace) | - | 可新增,且框架底层有相关设计,成本低 |
-| 609 | [torch.utils.rename\_privateuse1\_backend](https://pytorch.org/docs/stable/generated/torch.utils.rename_privateuse1_backend.html#torch-utils-rename-privateuse1-backend) | - | 可新增,且框架底层有相关设计,成本低 |
-| 610 | [torch.xpu.current_stream](https://pytorch.org/docs/stable/generated/torch.xpu.current_stream.html#torch-xpu-current-stream) | - | 可新增,且框架底层有相关设计,成本低 |
-| 611 | [torch.xpu.device](https://pytorch.org/docs/stable/generated/torch.xpu.device.html#torch.xpu.device) | - | 可新增,且框架底层有相关设计,成本低 |
-| 612 | [torch.xpu.device_of](https://pytorch.org/docs/stable/generated/torch.xpu.device_of.html#torch.xpu.device_of) | - | 可新增,且框架底层有相关设计,成本低 |
-| 613 | [torch.xpu.Event](https://pytorch.org/docs/stable/generated/torch.xpu.Event.html#torch.xpu.Event) | - | 可新增,且框架底层有相关设计,成本低 |
-| 614 | [torch.xpu.get\_device\_capability](https://pytorch.org/docs/stable/generated/torch.xpu.get_device_capability.html#torch-xpu-get-device-capability) | - | 可新增,且框架底层有相关设计,成本低 |
-| 615 | [torch.xpu.init](https://pytorch.org/docs/stable/generated/torch.xpu.init.html#torch-xpu-init) | - | 可新增,且框架底层有相关设计,成本低 |
-| 616 | [torch.xpu.initial_seed](https://pytorch.org/docs/stable/generated/torch.xpu.initial_seed.html#torch-xpu-initial-seed) | - | 可新增,且框架底层有相关设计,成本低 |
-| 617 | [torch.xpu.is_initialized](https://pytorch.org/docs/stable/generated/torch.xpu.is_initialized.html#torch-xpu-is-initialized) | - | 可新增,且框架底层有相关设计,成本低 |
-| 618 | [torch.xpu.seed](https://pytorch.org/docs/stable/generated/torch.xpu.seed.html#torch-xpu-seed) | - | 可新增,且框架底层有相关设计,成本低 |
-| 619 | [torch.xpu.seed_all](https://pytorch.org/docs/stable/generated/torch.xpu.seed_all.html#torch-xpu-seed-all) | - | 可新增,且框架底层有相关设计,成本低 |
-| 620 | [torch.xpu.set_stream](https://pytorch.org/docs/stable/generated/torch.xpu.set_stream.html#torch-xpu-set-stream) | - | 可新增,且框架底层有相关设计,成本低 |
-| 621 | [torch.xpu.stream](https://pytorch.org/docs/stable/generated/torch.xpu.stream.html#torch-xpu-stream) | - | 可新增,且框架底层有相关设计,成本低 |
-| 622 | [torch.xpu.Stream](https://pytorch.org/docs/stable/generated/torch.xpu.Stream.html#torch.xpu.Stream) | - | 可新增,且框架底层有相关设计,成本低 |
-| 623 | [torch.xpu.StreamContext](https://pytorch.org/docs/stable/generated/torch.xpu.StreamContext.html#torch.xpu.StreamContext) | - | 可新增,且框架底层有相关设计,成本低 |
-| 624 | [torch.geqrf](https://pytorch.org/docs/stable/generated/torch.geqrf.html#torch-geqrf) | - | 可新增,且框架底层有相关设计,成本低 |
-| 625 | [torch.Tensor.geqrf](https://pytorch.org/docs/stable/generated/torch.Tensor.geqrf.html#torch-tensor-geqrf) | - | 可新增,且框架底层有相关设计,成本低 |
-| 626 | [torch.distributions.constraint_registry.ConstraintRegistry](https://pytorch.org/docs/stable/distributions.html#torch.distributions.constraint_registry.ConstraintRegistry) | - | 可新增,且框架底层有相关设计,成本低 |
-| 627 | [torch.distributed.rpc.functions.async_execution](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.functions.async_execution) | - | 可新增,且框架底层有相关设计,成本低 |
-| 628 | [torch.Tensor.sparse\_resize\_and\_clear\_](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_resize_and_clear_.html#torch-tensor-sparse-resize-and-clear) | - | 可新增,且框架底层有相关设计,成本低 |
-| 629 | [torch.nn.utils.parametrize.is_parametrized](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.is_parametrized.html#torch-nn-utils-parametrize-is-parametrized) | - | 可新增,且框架底层有相关设计,成本低 |
-| 630 | [torch.autograd.profiler.profile.self\_cpu\_time\_total](https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.self_cpu_time_total.html#torch-autograd-profiler-profile-self-cpu-time-total) | - | 可新增,且框架底层有相关设计,成本低 |
-| 631 | [torch.profiler.ProfilerActivity](https://pytorch.org/docs/stable/profiler.html#torch.profiler.ProfilerActivity) | - | 可新增,且框架底层有相关设计,成本低 |
-| 632 | [torch.profiler.ProfilerAction](https://pytorch.org/docs/stable/profiler.html#torch.profiler.ProfilerAction) | - | 可新增,且框架底层有相关设计,成本低 |
-| 633 | [torch.resolve_conj](https://pytorch.org/docs/stable/generated/torch.resolve_conj.html#torch.resolve_conj) | - | 可新增,但框架底层无相关设计,成本高 |
-| 634 | [torch.resolve_neg](https://pytorch.org/docs/stable/generated/torch.resolve_neg.html#torch-resolve-neg) | - | 可新增,但框架底层无相关设计,成本高 |
-| 635 | [torch.autograd.function.FunctionCtx.mark_dirty](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_dirty.html#torch-autograd-function-functionctx-mark-dirty) | - | 可新增,且框架底层有相关设计,成本低 |
-| 636 | [torch.is_conj](https://pytorch.org/docs/stable/generated/torch.is_conj.html#torch-is-conj) | - | 可新增,但框架底层无相关设计,成本高 |
-| 637 | [torch.cuda.memory_usage](https://pytorch.org/docs/stable/generated/torch.cuda.memory_usage.html#torch-cuda-memory-usage) | - | 可新增,且框架底层有相关设计,成本低 |
-| 638 | [torch.layout](https://pytorch.org/docs/stable/tensor_attributes.html#torch.layout) | - | 可新增,但框架底层无相关设计,成本高 |
-| 639 | [torch.cuda.is\_current\_stream\_capturing](https://pytorch.org/docs/stable/generated/torch.cuda.is_current_stream_capturing.html#torch-cuda-is-current-stream-capturing) | - | 可新增,且框架底层有相关设计,成本低 |
-| 640 | [torch.cuda.device_of](https://pytorch.org/docs/stable/generated/torch.cuda.device_of.html) | - | 可新增,且框架底层有相关设计,成本低 |
-| 641 | [torch.distributed.gather_object](https://pytorch.org/docs/stable/distributed.html#torch.distributed.gather_object) | - | 可新增,且框架底层有相关设计,成本低 |
-| 642 | [torch.jit.trace](https://pytorch.org/docs/stable/generated/torch.jit.trace.html#torch-jit-trace) | - | 可新增,但框架底层无相关设计,成本高 |
-| 643 | [torch.jit.unused](https://pytorch.org/docs/stable/generated/torch.jit.unused.html#torch-jit-unused) | - | 可新增,但框架底层无相关设计,成本高 |
-| 644 | [torch.utils.checkpoint.checkpoint_sequential](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.checkpoint_sequential) | - | 可新增,但框架底层无相关设计,成本高 |
-| 645 | [torch.nn.parameter.UninitializedBuffer](https://pytorch.org/docs/stable/generated/torch.nn.parameter.UninitializedBuffer.html#torch.nn.parameter.UninitializedBuffer) | - | 可新增,且框架底层有相关设计,成本低 |
-| 646 | [torch.memory_format](https://pytorch.org/docs/stable/tensor_attributes.html#torch.memory_format) | - | 可新增,但框架底层无相关设计,成本高 |
-| 647 | [torch.distributed.is\_gloo\_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_gloo_available) | - | 可新增,且框架底层有相关设计,成本低 |
-| 648 | [torch.distributed.get\_group\_rank](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_group_rank) | - | 可新增,且框架底层有相关设计,成本低 |
-| 649 | [torch.distributed.get\_global\_rank](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_process_group_ranks) | - | 可新增,且框架底层有相关设计,成本低 |
-| 650 | [torch.set\_deterministic\_debug\_mode](https://pytorch.org/docs/stable/generated/torch.set_deterministic_debug_mode.html#torch-set-deterministic-debug-mode) | - | 可新增,但框架底层无相关设计,成本高 |
-| 651 | [torch.get\_deterministic\_debug\_mode](https://pytorch.org/docs/stable/generated/torch.get_deterministic_debug_mode.html#torch-get-deterministic-debug-mode) | - | 可新增,但框架底层无相关设计,成本高 |
-| 652 | [torch.autograd.graph.Node.name](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.name.html#torch-autograd-graph-node-name) | - | 可新增,但框架底层无相关设计,成本高 |
-| 653 | [torch.autograd.graph.Node.metadata](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.metadata.html#torch-autograd-graph-node-metadata) | - | 可新增,但框架底层无相关设计,成本高 |
-| 654 | [torch.autograd.graph.Node.next_functions](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.next_functions.html#torch-autograd-graph-node-next-functions) | - | 可新增,但框架底层无相关设计,成本高 |
-| 655 | [torch.autograd.graph.Node.register_hook](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.register_hook.html#torch-autograd-graph-node-register-hook) | - | 可新增,但框架底层无相关设计,成本高 |
-| 656 | [torch.autograd.graph.Node.register_prehook](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.register_prehook.html#torch-autograd-graph-node-register-prehook) | - | 可新增,但框架底层无相关设计,成本高 |
-| 657 | [torch.cuda.OutOfMemoryError](https://pytorch.org/docs/stable/generated/torch.cuda.OutOfMemoryError.html#torch-cuda-outofmemoryerror) | - | 可新增,且框架底层有相关设计,成本低 |
-| 658 | [torch.backends.cpu.get\_cpu\_capability](https://pytorch.org/docs/stable/backends.html#torch.backends.cpu.get_cpu_capability) | - | 可新增,但框架底层无相关设计,成本高 |
-| 659 | [torch.nn.utils.fuse\_conv\_bn\_eval](https://pytorch.org/docs/stable/generated/torch.nn.utils.fuse_conv_bn_eval.html#torch-nn-utils-fuse-conv-bn-eval) | - | 可新增,且框架底层有相关设计,成本低 |
-| 660 | [torch.nn.utils.fuse\_conv\_bn\_weights](https://pytorch.org/docs/stable/generated/torch.nn.utils.fuse_conv_bn_weights.html#torch-nn-utils-fuse-conv-bn-weights) | - | 可新增,且框架底层有相关设计,成本低 |
-| 661 | [torch.nn.utils.fuse\_linear\_bn\_eval](https://pytorch.org/docs/stable/generated/torch.nn.utils.fuse_linear_bn_eval.html#torch-nn-utils-fuse-linear-bn-eval) | - | 可新增,且框架底层有相关设计,成本低 |
-| 662 | [torch.nn.utils.fuse\_linear\_bn\_weights](https://pytorch.org/docs/stable/generated/torch.nn.utils.fuse_linear_bn_weights.html#torch-nn-utils-fuse-linear-bn-weights) | - | 可新增,且框架底层有相关设计,成本低 |
-| 663 | [torch.nn.utils.convert\_conv2d\_weight\_memory\_format](https://pytorch.org/docs/stable/generated/torch.nn.utils.convert_conv2d_weight_memory_format.html#torch-nn-utils-convert-conv2d-weight-memory-format) | - | 可新增,且框架底层有相关设计,成本低 |
-| 664 | [torch.nn.utils.convert\_conv3d\_weight\_memory\_format](https://pytorch.org/docs/stable/generated/torch.nn.utils.convert_conv3d_weight_memory_format.html#torch-nn-utils-convert-conv3d-weight-memory-format) | - | 可新增,且框架底层有相关设计,成本低 |
-| 665 | [torch.utils.tensorboard.writer.SummaryWriter](https://pytorch.org/docs/stable/tensorboard.html#torch.utils.tensorboard.writer.SummaryWriter) | - | 可新增,但框架底层无相关设计,成本高 |
-| 666 | [torch.backends.cuda.can\_use\_flash\_attention](https://pytorch.org/docs/stable/backends.html#torch.backends.cuda.can_use_flash_attention) | - | 可新增,且框架底层有相关设计,成本低 |
-| 667 | [torch.distributed.device_mesh.DeviceMesh](https://pytorch.org/docs/stable/distributed.html#torch.distributed.device_mesh.DeviceMesh) | - | 可新增,且框架底层有相关设计,成本低 |
-| 668 | [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 |
-| 669 | [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 |
-| 670 | [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 |
+| 558 | [torch.nn.CircularPad1d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad1d.html#torch.nn.CircularPad1d) | - | 可新增,且框架底层有相关设计,成本低 |
+| 559 | [torch.nn.CircularPad2d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad2d.html#torch.nn.CircularPad2d) | - | 可新增,且框架底层有相关设计,成本低 |
+| 560 | [torch.nn.functional.lp_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool3d.html#torch-nn-functional-lp-pool3d) | - | 可新增,且框架底层有相关设计,成本低 |
+| 561 | [torch.nn.LPPool3d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool3d.html#torch.nn.LPPool3d) | - | 可新增,且框架底层有相关设计,成本低 |
+| 562 | [torch.nn.modules.lazy.LazyModuleMixin](https://pytorch.org/docs/stable/generated/torch.nn.modules.lazy.LazyModuleMixin.html#torch.nn.modules.lazy.LazyModuleMixin) | - | 可新增,且框架底层有相关设计,成本低 |
+| 563 | [torch.nn.modules.module.register\_module\_buffer\_registration\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_buffer_registration_hook.html#torch-nn-modules-module-register-module-buffer-registration-hook) | - | 可新增,且框架底层有相关设计,成本低 |
+| 564 | [torch.nn.modules.module.register\_module\_full\_backward\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_full_backward_hook.html#torch-nn-modules-module-register-module-full-backward-hook) | - | 可新增,且框架底层有相关设计,成本低 |
+| 565 | [torch.nn.modules.module.register\_module\_full\_backward\_pre\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_full_backward_pre_hook.html#torch-nn-modules-module-register-module-full-backward-pre-hook) | - | 可新增,且框架底层有相关设计,成本低 |
+| 566 | [torch.nn.modules.module.register\_module\_module\_registration\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_module_registration_hook.html#torch-nn-modules-module-register-module-module-registration-hook) | - | 可新增,且框架底层有相关设计,成本低 |
+| 567 | [torch.nn.modules.module.register\_module\_parameter\_registration\_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_parameter_registration_hook.html#torch-nn-modules-module-register-module-parameter-registration-hook) | - | 可新增,且框架底层有相关设计,成本低 |
+| 568 | [torch.nn.utils.parametrize.cached](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.cached.html#torch-nn-utils-parametrize-cached) | - | 可新增,且框架底层有相关设计,成本低 |
+| 569 | [torch.nn.utils.parametrize.ParametrizationList](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.ParametrizationList.html#torch.nn.utils.parametrize.ParametrizationList) | - | 可新增,且框架底层有相关设计,成本低 |
+| 570 | [torch.nn.utils.prune.BasePruningMethod](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.BasePruningMethod.html#torch.nn.utils.prune.BasePruningMethod) | - | 可新增,且框架底层有相关设计,成本低 |
+| 571 | [torch.nn.utils.prune.custom\_from\_mask](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.custom_from_mask.html#torch-nn-utils-prune-custom-from-mask) | - | 可新增,且框架底层有相关设计,成本低 |
+| 572 | [torch.nn.utils.prune.CustomFromMask](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.CustomFromMask.html#torch.nn.utils.prune.CustomFromMask) | - | 可新增,且框架底层有相关设计,成本低 |
+| 573 | [torch.nn.utils.prune.Identity](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.identity.html#torch-nn-utils-prune-identity) | - | 可新增,且框架底层有相关设计,成本低 |
+| 574 | [torch.nn.utils.prune.is_pruned](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.is_pruned.html#torch-nn-utils-prune-is-pruned) | - | 可新增,且框架底层有相关设计,成本低 |
+| 575 | [torch.nn.utils.prune.LnStructured](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.LnStructured.html#torch.nn.utils.prune.LnStructured) | - | 可新增,且框架底层有相关设计,成本低 |
+| 576 | [torch.nn.utils.prune.RandomUnstructured](https://pytorch.org/docs/stable/generated/torch.nn.utils.prune.RandomUnstructured.html#torch.nn.utils.prune.RandomUnstructured) | - | 可新增,且框架底层有相关设计,成本低 |
+| 577 | [torch.nn.utils.rnn.unpack_sequence](https://pytorch.org/docs/stable/generated/torch.nn.utils.rnn.unpack_sequence.html#torch-nn-utils-rnn-unpack-sequence) | - | 可新增,且框架底层有相关设计,成本低 |
+| 578 | [torch.nn.ZeroPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad1d.html#torch.nn.ZeroPad1d) | - | 可新增,且框架底层有相关设计,成本低 |
+| 579 | [torch.nn.ZeroPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad3d.html#torch.nn.ZeroPad3d) | - | 可新增,且框架底层有相关设计,成本低 |
+| 580 | [torch.profiler._KinetoProfile](https://pytorch.org/docs/stable/profiler.html#torch.profiler._KinetoProfile) | - | 可新增,且框架底层有相关设计,成本低 |
+| 581 | [torch.profiler.itt.is_available](https://pytorch.org/docs/stable/profiler.html#torch.profiler.itt.is_available) | - | 可新增,且框架底层有相关设计,成本低 |
+| 582 | [torch.profiler.itt.mark](https://pytorch.org/docs/stable/profiler.html#torch.profiler.itt.mark) | - | 可新增,且框架底层有相关设计,成本低 |
+| 583 | [torch.profiler.itt.range_pop](https://pytorch.org/docs/stable/profiler.html#torch.profiler.itt.range_pop) | - | 可新增,且框架底层有相关设计,成本低 |
+| 584 | [torch.profiler.itt.range_push](https://pytorch.org/docs/stable/profiler.html#torch.profiler.itt.range_push) | - | 可新增,且框架底层有相关设计,成本低 |
+| 585 | [torch.special.airy_ai](https://pytorch.org/docs/stable/special.html#torch.special.airy_ai) | - | 可新增,且框架底层有相关设计,成本低 |
+| 586 | [torch.special.bessel_j0](https://pytorch.org/docs/stable/special.html#torch.special.bessel_j0) | - | 可新增,且框架底层有相关设计,成本低 |
+| 587 | [torch.special.bessel_j1](https://pytorch.org/docs/stable/special.html#torch.special.bessel_j1) | - | 可新增,且框架底层有相关设计,成本低 |
+| 588 | [torch.special.scaled\_modified\_bessel\_k0](https://pytorch.org/docs/stable/special.html#torch.special.scaled_modified_bessel_k0) | - | 可新增,且框架底层有相关设计,成本低 |
+| 589 | [torch.special.scaled\_modified\_bessel\_k1](https://pytorch.org/docs/stable/special.html#torch.special.scaled_modified_bessel_k1) | - | 可新增,且框架底层有相关设计,成本低 |
+| 590 | [torch.special.spherical\_bessel\_j0](https://pytorch.org/docs/stable/special.html#torch.special.spherical_bessel_j0) | - | 可新增,且框架底层有相关设计,成本低 |
+| 591 | [torch.Tensor.conj\_physical\_](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical_.html#torch-tensor-conj-physical) | - | 可新增,且框架底层有相关设计,成本低 |
+| 592 | [torch.Tensor.is_meta](https://pytorch.org/docs/stable/generated/torch.Tensor.is_meta.html#torch-tensor-is-meta) | - | 可新增,且框架底层有相关设计,成本低 |
+| 593 | [torch.Tensor.is_quantized](https://pytorch.org/docs/stable/generated/torch.Tensor.is_quantized.html#torch-tensor-is-quantized) | - | 可新增,且框架底层有相关设计,成本低 |
+| 594 | [torch.Tensor.module_load](https://pytorch.org/docs/stable/generated/torch.Tensor.module_load.html#torch-tensor-module-load) | - | 可新增,但框架底层无相关设计,成本高 |
+| 595 | [torch.Tensor.nextafter_](https://pytorch.org/docs/stable/generated/torch.Tensor.nextafter_.html#torch-tensor-nextafter) | - | 可新增,且框架底层有相关设计,成本低 |
+| 596 | [torch.Tensor.retains_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retains_grad.html#torch-tensor-retains-grad) | - | 可新增,且框架底层有相关设计,成本低 |
+| 597 | [torch.Tensor.smm](https://pytorch.org/docs/stable/generated/torch.Tensor.smm.html#torch-tensor-smm) | - | 可新增,且框架底层有相关设计,成本低 |
+| 598 | [torch.utils.benchmark.CallgrindStats](https://pytorch.org/docs/stable/benchmark_utils.html#torch.utils.benchmark.CallgrindStats) | - | 可新增,且框架底层有相关设计,成本低 |
+| 599 | [torch.utils.benchmark.FunctionCounts](https://pytorch.org/docs/stable/benchmark_utils.html#torch.utils.benchmark.FunctionCounts) | - | 可新增,且框架底层有相关设计,成本低 |
+| 600 | [torch.utils.benchmark.Measurement](https://pytorch.org/docs/stable/benchmark_utils.html#torch.utils.benchmark.Measurement) | - | 可新增,且框架底层有相关设计,成本低 |
+| 601 | [torch.utils.checkpoint.set\_checkpoint\_debug\_enabled](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.set_checkpoint_debug_enabled) | - | 可新增,且框架底层有相关设计,成本低 |
+| 602 | [torch.utils.cpp\_extension.get\_compiler\_abi\_compatibility\_and\_version](https://pytorch.org/docs/stable/cpp_extension.html#torch.utils.cpp_extension.get_compiler_abi_compatibility_and_version) | - | 可新增,且框架底层有相关设计,成本低 |
+| 603 | [torch.utils.cpp\_extension.is\_ninja\_available](https://pytorch.org/docs/stable/cpp_extension.html#torch.utils.cpp_extension.is_ninja_available) | - | 可新增,且框架底层有相关设计,成本低 |
+| 604 | [torch.utils.data.default_convert](https://pytorch.org/docs/stable/data.html#torch.utils.data.default_convert) | - | 可新增,且框架底层有相关设计,成本低 |
+| 605 | [torch.utils.generate\_methods\_for\_privateuse1\_backend](https://pytorch.org/docs/stable/generated/torch.utils.generate_methods_for_privateuse1_backend.html#torch-utils-generate-methods-for-privateuse1-backend) | - | 可新增,且框架底层有相关设计,成本低 |
+| 606 | [torch.utils.get\_cpp\_backtrace](https://pytorch.org/docs/stable/generated/torch.utils.get_cpp_backtrace.html#torch-utils-get-cpp-backtrace) | - | 可新增,且框架底层有相关设计,成本低 |
+| 607 | [torch.utils.rename\_privateuse1\_backend](https://pytorch.org/docs/stable/generated/torch.utils.rename_privateuse1_backend.html#torch-utils-rename-privateuse1-backend) | - | 可新增,且框架底层有相关设计,成本低 |
+| 608 | [torch.xpu.current_stream](https://pytorch.org/docs/stable/generated/torch.xpu.current_stream.html#torch-xpu-current-stream) | - | 可新增,且框架底层有相关设计,成本低 |
+| 609 | [torch.xpu.device](https://pytorch.org/docs/stable/generated/torch.xpu.device.html#torch.xpu.device) | - | 可新增,且框架底层有相关设计,成本低 |
+| 610 | [torch.xpu.device_of](https://pytorch.org/docs/stable/generated/torch.xpu.device_of.html#torch.xpu.device_of) | - | 可新增,且框架底层有相关设计,成本低 |
+| 611 | [torch.xpu.Event](https://pytorch.org/docs/stable/generated/torch.xpu.Event.html#torch.xpu.Event) | - | 可新增,且框架底层有相关设计,成本低 |
+| 612 | [torch.xpu.get\_device\_capability](https://pytorch.org/docs/stable/generated/torch.xpu.get_device_capability.html#torch-xpu-get-device-capability) | - | 可新增,且框架底层有相关设计,成本低 |
+| 613 | [torch.xpu.init](https://pytorch.org/docs/stable/generated/torch.xpu.init.html#torch-xpu-init) | - | 可新增,且框架底层有相关设计,成本低 |
+| 614 | [torch.xpu.initial_seed](https://pytorch.org/docs/stable/generated/torch.xpu.initial_seed.html#torch-xpu-initial-seed) | - | 可新增,且框架底层有相关设计,成本低 |
+| 615 | [torch.xpu.is_initialized](https://pytorch.org/docs/stable/generated/torch.xpu.is_initialized.html#torch-xpu-is-initialized) | - | 可新增,且框架底层有相关设计,成本低 |
+| 616 | [torch.xpu.seed](https://pytorch.org/docs/stable/generated/torch.xpu.seed.html#torch-xpu-seed) | - | 可新增,且框架底层有相关设计,成本低 |
+| 617 | [torch.xpu.seed_all](https://pytorch.org/docs/stable/generated/torch.xpu.seed_all.html#torch-xpu-seed-all) | - | 可新增,且框架底层有相关设计,成本低 |
+| 618 | [torch.xpu.set_stream](https://pytorch.org/docs/stable/generated/torch.xpu.set_stream.html#torch-xpu-set-stream) | - | 可新增,且框架底层有相关设计,成本低 |
+| 619 | [torch.xpu.stream](https://pytorch.org/docs/stable/generated/torch.xpu.stream.html#torch-xpu-stream) | - | 可新增,且框架底层有相关设计,成本低 |
+| 620 | [torch.xpu.Stream](https://pytorch.org/docs/stable/generated/torch.xpu.Stream.html#torch.xpu.Stream) | - | 可新增,且框架底层有相关设计,成本低 |
+| 621 | [torch.xpu.StreamContext](https://pytorch.org/docs/stable/generated/torch.xpu.StreamContext.html#torch.xpu.StreamContext) | - | 可新增,且框架底层有相关设计,成本低 |
+| 622 | [torch.geqrf](https://pytorch.org/docs/stable/generated/torch.geqrf.html#torch-geqrf) | - | 可新增,且框架底层有相关设计,成本低 |
+| 623 | [torch.Tensor.geqrf](https://pytorch.org/docs/stable/generated/torch.Tensor.geqrf.html#torch-tensor-geqrf) | - | 可新增,且框架底层有相关设计,成本低 |
+| 624 | [torch.distributions.constraint_registry.ConstraintRegistry](https://pytorch.org/docs/stable/distributions.html#torch.distributions.constraint_registry.ConstraintRegistry) | - | 可新增,且框架底层有相关设计,成本低 |
+| 625 | [torch.distributed.rpc.functions.async_execution](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.functions.async_execution) | - | 可新增,且框架底层有相关设计,成本低 |
+| 626 | [torch.Tensor.sparse\_resize\_and\_clear\_](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_resize_and_clear_.html#torch-tensor-sparse-resize-and-clear) | - | 可新增,且框架底层有相关设计,成本低 |
+| 627 | [torch.nn.utils.parametrize.is_parametrized](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrize.is_parametrized.html#torch-nn-utils-parametrize-is-parametrized) | - | 可新增,且框架底层有相关设计,成本低 |
+| 628 | [torch.autograd.profiler.profile.self\_cpu\_time\_total](https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.self_cpu_time_total.html#torch-autograd-profiler-profile-self-cpu-time-total) | - | 可新增,且框架底层有相关设计,成本低 |
+| 629 | [torch.profiler.ProfilerActivity](https://pytorch.org/docs/stable/profiler.html#torch.profiler.ProfilerActivity) | - | 可新增,且框架底层有相关设计,成本低 |
+| 630 | [torch.profiler.ProfilerAction](https://pytorch.org/docs/stable/profiler.html#torch.profiler.ProfilerAction) | - | 可新增,且框架底层有相关设计,成本低 |
+| 631 | [torch.resolve_conj](https://pytorch.org/docs/stable/generated/torch.resolve_conj.html#torch.resolve_conj) | - | 可新增,但框架底层无相关设计,成本高 |
+| 632 | [torch.resolve_neg](https://pytorch.org/docs/stable/generated/torch.resolve_neg.html#torch-resolve-neg) | - | 可新增,但框架底层无相关设计,成本高 |
+| 633 | [torch.autograd.function.FunctionCtx.mark_dirty](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_dirty.html#torch-autograd-function-functionctx-mark-dirty) | - | 可新增,且框架底层有相关设计,成本低 |
+| 634 | [torch.is_conj](https://pytorch.org/docs/stable/generated/torch.is_conj.html#torch-is-conj) | - | 可新增,但框架底层无相关设计,成本高 |
+| 635 | [torch.cuda.memory_usage](https://pytorch.org/docs/stable/generated/torch.cuda.memory_usage.html#torch-cuda-memory-usage) | - | 可新增,且框架底层有相关设计,成本低 |
+| 636 | [torch.layout](https://pytorch.org/docs/stable/tensor_attributes.html#torch.layout) | - | 可新增,但框架底层无相关设计,成本高 |
+| 637 | [torch.cuda.is\_current\_stream\_capturing](https://pytorch.org/docs/stable/generated/torch.cuda.is_current_stream_capturing.html#torch-cuda-is-current-stream-capturing) | - | 可新增,且框架底层有相关设计,成本低 |
+| 638 | [torch.cuda.device_of](https://pytorch.org/docs/stable/generated/torch.cuda.device_of.html) | - | 可新增,且框架底层有相关设计,成本低 |
+| 639 | [torch.distributed.gather_object](https://pytorch.org/docs/stable/distributed.html#torch.distributed.gather_object) | - | 可新增,且框架底层有相关设计,成本低 |
+| 640 | [torch.jit.trace](https://pytorch.org/docs/stable/generated/torch.jit.trace.html#torch-jit-trace) | - | 可新增,但框架底层无相关设计,成本高 |
+| 641 | [torch.jit.unused](https://pytorch.org/docs/stable/generated/torch.jit.unused.html#torch-jit-unused) | - | 可新增,但框架底层无相关设计,成本高 |
+| 642 | [torch.utils.checkpoint.checkpoint_sequential](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.checkpoint_sequential) | - | 可新增,但框架底层无相关设计,成本高 |
+| 643 | [torch.nn.parameter.UninitializedBuffer](https://pytorch.org/docs/stable/generated/torch.nn.parameter.UninitializedBuffer.html#torch.nn.parameter.UninitializedBuffer) | - | 可新增,且框架底层有相关设计,成本低 |
+| 644 | [torch.memory_format](https://pytorch.org/docs/stable/tensor_attributes.html#torch.memory_format) | - | 可新增,但框架底层无相关设计,成本高 |
+| 645 | [torch.distributed.is\_gloo\_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_gloo_available) | - | 可新增,且框架底层有相关设计,成本低 |
+| 646 | [torch.distributed.get\_group\_rank](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_group_rank) | - | 可新增,且框架底层有相关设计,成本低 |
+| 647 | [torch.distributed.get\_global\_rank](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_process_group_ranks) | - | 可新增,且框架底层有相关设计,成本低 |
+| 648 | [torch.set\_deterministic\_debug\_mode](https://pytorch.org/docs/stable/generated/torch.set_deterministic_debug_mode.html#torch-set-deterministic-debug-mode) | - | 可新增,但框架底层无相关设计,成本高 |
+| 649 | [torch.get\_deterministic\_debug\_mode](https://pytorch.org/docs/stable/generated/torch.get_deterministic_debug_mode.html#torch-get-deterministic-debug-mode) | - | 可新增,但框架底层无相关设计,成本高 |
+| 650 | [torch.autograd.graph.Node.name](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.name.html#torch-autograd-graph-node-name) | - | 可新增,但框架底层无相关设计,成本高 |
+| 651 | [torch.autograd.graph.Node.metadata](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.metadata.html#torch-autograd-graph-node-metadata) | - | 可新增,但框架底层无相关设计,成本高 |
+| 652 | [torch.autograd.graph.Node.next_functions](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.next_functions.html#torch-autograd-graph-node-next-functions) | - | 可新增,但框架底层无相关设计,成本高 |
+| 653 | [torch.autograd.graph.Node.register_hook](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.register_hook.html#torch-autograd-graph-node-register-hook) | - | 可新增,但框架底层无相关设计,成本高 |
+| 654 | [torch.autograd.graph.Node.register_prehook](https://pytorch.org/docs/stable/generated/torch.autograd.graph.Node.register_prehook.html#torch-autograd-graph-node-register-prehook) | - | 可新增,但框架底层无相关设计,成本高 |
+| 655 | [torch.cuda.OutOfMemoryError](https://pytorch.org/docs/stable/generated/torch.cuda.OutOfMemoryError.html#torch-cuda-outofmemoryerror) | - | 可新增,且框架底层有相关设计,成本低 |
+| 656 | [torch.backends.cpu.get\_cpu\_capability](https://pytorch.org/docs/stable/backends.html#torch.backends.cpu.get_cpu_capability) | - | 可新增,但框架底层无相关设计,成本高 |
+| 657 | [torch.nn.utils.fuse\_conv\_bn\_eval](https://pytorch.org/docs/stable/generated/torch.nn.utils.fuse_conv_bn_eval.html#torch-nn-utils-fuse-conv-bn-eval) | - | 可新增,且框架底层有相关设计,成本低 |
+| 658 | [torch.nn.utils.fuse\_conv\_bn\_weights](https://pytorch.org/docs/stable/generated/torch.nn.utils.fuse_conv_bn_weights.html#torch-nn-utils-fuse-conv-bn-weights) | - | 可新增,且框架底层有相关设计,成本低 |
+| 659 | [torch.nn.utils.fuse\_linear\_bn\_eval](https://pytorch.org/docs/stable/generated/torch.nn.utils.fuse_linear_bn_eval.html#torch-nn-utils-fuse-linear-bn-eval) | - | 可新增,且框架底层有相关设计,成本低 |
+| 660 | [torch.nn.utils.fuse\_linear\_bn\_weights](https://pytorch.org/docs/stable/generated/torch.nn.utils.fuse_linear_bn_weights.html#torch-nn-utils-fuse-linear-bn-weights) | - | 可新增,且框架底层有相关设计,成本低 |
+| 661 | [torch.nn.utils.convert\_conv2d\_weight\_memory\_format](https://pytorch.org/docs/stable/generated/torch.nn.utils.convert_conv2d_weight_memory_format.html#torch-nn-utils-convert-conv2d-weight-memory-format) | - | 可新增,且框架底层有相关设计,成本低 |
+| 662 | [torch.nn.utils.convert\_conv3d\_weight\_memory\_format](https://pytorch.org/docs/stable/generated/torch.nn.utils.convert_conv3d_weight_memory_format.html#torch-nn-utils-convert-conv3d-weight-memory-format) | - | 可新增,且框架底层有相关设计,成本低 |
+| 663 | [torch.utils.tensorboard.writer.SummaryWriter](https://pytorch.org/docs/stable/tensorboard.html#torch.utils.tensorboard.writer.SummaryWriter) | - | 可新增,但框架底层无相关设计,成本高 |
+| 664 | [torch.backends.cuda.can\_use\_flash\_attention](https://pytorch.org/docs/stable/backends.html#torch.backends.cuda.can_use_flash_attention) | - | 可新增,且框架底层有相关设计,成本低 |
+| 665 | [torch.distributed.device_mesh.DeviceMesh](https://pytorch.org/docs/stable/distributed.html#torch.distributed.device_mesh.DeviceMesh) | - | 可新增,且框架底层有相关设计,成本低 |
+| 666 | [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 |
+| 667 | [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 |
+| 668 | [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/.gitignore b/docs/guides/model_convert/convert_from_pytorch/tools/.gitignore
index 4ddc4935890..0c071ca6492 100644
--- a/docs/guides/model_convert/convert_from_pytorch/tools/.gitignore
+++ b/docs/guides/model_convert/convert_from_pytorch/tools/.gitignore
@@ -3,6 +3,7 @@ alias_macro_lines.tmp.md
generated.tmp.md
tmp_check.md
no_implement.md
+download_files_from_paconvert.sh
# files will be used in PaConvert
docs_mappings.json
diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/opt.py b/docs/guides/model_convert/convert_from_pytorch/tools/opt.py
new file mode 100644
index 00000000000..ca954501c10
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/tools/opt.py
@@ -0,0 +1,508 @@
+import argparse
+import ast
+import json
+import os
+import re
+from collections import defaultdict
+from pathlib import Path
+from typing import Dict, List, Set, Tuple, Optional, Any
+
+
+class Config:
+ """配置管理类"""
+ def __init__(self, base_dir: str):
+ self.base_dir = Path(base_dir)
+ self.script_dir = Path(__file__).parent
+
+ # 文件路径配置
+ self.md_file_path = self.base_dir / "pytorch_api_mapping_cn.md"
+ self.json_file_path = self.script_dir / "api_difference_info.json"
+ self.no_need_convert_path = self.script_dir / "global_var.py"
+ self.api_mapping_path = self.script_dir / "api_mapping.json"
+ self.api_alias_mapping_path = self.script_dir / "api_alias_mapping.json"
+ self.attribute_mapping_path = self.script_dir / "attribute_mapping.json"
+
+ # API目录配置
+ self.api_dirs = [
+ self.base_dir / "api_difference",
+ self.base_dir / "api_difference_third_party",
+ ]
+
+ # 类别定义
+ self.all_categories = [
+ "API 完全一致", "仅 API 调用方式不一致", "仅参数名不一致",
+ "paddle 参数更多", "参数默认值不一致", "torch 参数更多",
+ "输入参数用法不一致", "输入参数类型不一致", "返回参数类型不一致",
+ "组合替代实现", "可删除", "API 别名", "功能缺失"
+ ]
+
+ # 特殊类别(前两类)
+ self.special_categories = self.all_categories[:2]
+
+
+class APIMappingProcessor:
+ """API映射处理器"""
+
+ def __init__(self, config: Config):
+ self.config = config
+ self.existing_apis: Set[str] = set()
+ self.docs_mapping: Dict[str, Dict] = {}
+
+ def load_mapping_data(self) -> bool:
+ """加载映射JSON数据"""
+ try:
+ with open(self.config.json_file_path, "r", encoding="utf-8") as f:
+ mapping_data = json.load(f)
+ self.docs_mapping = {item["src_api"]: item for item in mapping_data}
+ return True
+ except Exception as e:
+ print(f"错误: 读取JSON文件 {self.config.json_file_path} 时出错: {e}")
+ return False
+
+ def escape_underscores(self, api_name: str) -> str:
+ """处理API名称中的下划线转义"""
+ underscore_count = api_name.count("_")
+ return api_name.replace("_", r"\_") if underscore_count >= 2 else api_name
+
+ def get_mapping_doc_url(self, torch_api: str) -> str:
+ """获取差异对比文档URL"""
+ mapping_url_head = "https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/"
+ expected_filename = f"{torch_api}.md"
+ final_name = f"{torch_api}.html"
+
+ for api_dir in self.config.api_dirs:
+ for file_path in api_dir.rglob(expected_filename):
+ relative_path = file_path.relative_to(self.config.base_dir).with_suffix('.html')
+ return f"[差异对比]({mapping_url_head}{relative_path.as_posix()})"
+
+ return "-"
+
+ def create_api_link(self, api_name: str, url: str) -> str:
+ """创建API超链接"""
+ if not url:
+ return self.escape_underscores(api_name)
+ return f"[{self.escape_underscores(api_name)}]({url})"
+
+
+class FileParser:
+ """文件解析器"""
+
+ @staticmethod
+ def parse_md_files(directories: List[Path]) -> Dict[str, List[Dict]]:
+ """解析MD文件获取类别和API信息"""
+ category_api_map = defaultdict(list)
+
+ for directory in directories:
+ for md_file in directory.rglob("*.md"):
+ try:
+ with open(md_file, "r", encoding="utf-8") as f:
+ first_line = f.readline().strip()
+
+ match = re.match(r"##\s*\d*\.?\s*\[(.*?)\](.*)", first_line)
+ if match:
+ category = match.group(1).strip()
+ api_name = match.group(2).strip().replace(r"\_", "_")
+
+ # 只处理非特殊类别
+ if category not in ["API 完全一致", "仅 API 调用方式不一致"]:
+ category_api_map[category].append({
+ "api_name": api_name,
+ "file_path": md_file
+ })
+ else:
+ print(f"警告: 无法解析文件 {md_file} 的第一行: {first_line}")
+ except Exception as e:
+ print(f"错误: 读取文件 {md_file} 时出错: {e}")
+
+ return category_api_map
+
+ @staticmethod
+ def extract_no_need_convert_list(file_path: Path) -> List[str]:
+ """提取无需转换的API列表"""
+ try:
+ with open(file_path, "r", encoding="utf-8") as file:
+ content = file.read()
+
+ tree = ast.parse(content)
+ for node in ast.walk(tree):
+ if (isinstance(node, ast.ClassDef) and node.name == "GlobalManager"):
+ for class_node in node.body:
+ if (isinstance(class_node, ast.Assign) and
+ any(target.id == "NO_NEED_CONVERT_LIST"
+ for target in class_node.targets if hasattr(target, 'id'))):
+ list_source = ast.get_source_segment(content, class_node.value)
+ return ast.literal_eval(list_source)
+ except Exception as e:
+ print(f"错误: 解析文件 {file_path} 时出错: {e}")
+
+ return []
+
+ @staticmethod
+ def load_json_file(file_path: Path) -> Dict:
+ """加载JSON文件"""
+ try:
+ with open(file_path, "r", encoding="utf-8") as f:
+ return json.load(f)
+ except Exception as e:
+ print(f"错误: 读取JSON文件 {file_path} 时出错: {e}")
+ return {}
+
+
+class TableGenerator:
+ """表格生成器"""
+
+ def __init__(self, processor: APIMappingProcessor, file_parser: FileParser):
+ self.processor = processor
+ self.file_parser = file_parser
+ self.config = processor.config
+
+ def generate_table_header(self) -> str:
+ """生成表格头部"""
+ return "| 序号 | Pytorch 最新 release | Paddle develop | 备注 |\n" \
+ "|------|-------------------|---------------|------|"
+
+ def generate_table_row(self, idx: int, torch_api: str, paddle_api: str,
+ torch_url: str = "", paddle_url: str = "", remark: str = "-") -> str:
+ """生成表格行"""
+ torch_display = self.processor.create_api_link(torch_api, torch_url)
+ paddle_display = self.processor.create_api_link(paddle_api, paddle_url)
+ return f"| {idx} | {torch_display} | {paddle_display} | {remark} |"
+
+ def generate_category1_table(self) -> str:
+ """生成类别1(API完全一致)表格"""
+ white_list = [
+ "torch.Tensor.imag", "torch.Tensor.is_coalesced", "torch.Tensor.is_sparse",
+ "torch.Tensor.is_sparse_csr", "torch.Tensor.logical_not_", "torch.Tensor.real",
+ "torch.iinfo", "torch.nn.utils.clip_grad_norm_", "torch.nn.utils.clip_grad_value_",
+ ]
+
+ no_need_list = self.file_parser.extract_no_need_convert_list(self.config.no_need_convert_path)
+ rows = []
+ used_apis = set()
+
+ # 处理无需转换列表中的API
+ for torch_api in no_need_list:
+ if torch_api in used_apis:
+ continue
+
+ paddle_api = torch_api.replace("torch", "paddle")
+ used_apis.add(torch_api)
+ self.processor.existing_apis.add(torch_api)
+
+ mapping_info = self.processor.docs_mapping.get(torch_api, {})
+ src_url = mapping_info.get("src_api_url")
+
+ # 查找paddle_api对应的URL
+ dst_url = None
+ for item in self.processor.docs_mapping.values():
+ if item.get("dst_api") == paddle_api:
+ dst_url = item.get("dst_api_url")
+ break
+
+ rows.append((torch_api, paddle_api, src_url, dst_url, "-"))
+
+ # 处理映射数据中的额外API
+ for src_api, item in self.processor.docs_mapping.items():
+ mapping_type = item.get("mapping_type", "")
+ dst_api = item.get("dst_api", "")
+
+ # if (mapping_type in ["无参数", "参数完全一致"] and
+ # src_api not in used_apis and
+ # src_api not in white_list):
+
+ # expected_paddle_api = src_api.replace("torch", "paddle")
+ # if expected_paddle_api == dst_api:
+ # used_apis.add(src_api)
+ # self.processor.existing_apis.add(src_api)
+
+ # src_url = item.get("src_api_url")
+ # dst_url = item.get("dst_api_url")
+ # rows.append((src_api, dst_api, src_url, dst_url, "-"))
+
+ return self._build_table_from_rows(rows)
+
+ def generate_category2_table(self) -> str:
+ """生成类别2(仅API调用方式不一致)表格"""
+ whitelist_skip = [
+ "torch.Tensor.numel", "torch.Tensor.nelement", "torch.Tensor.is_inference",
+ "torch.numel", "torch.is_inference", "torch.ge",
+ "torch.utils.data.WeightedRandomSampler", "torch.utils.data.RandomSampler",
+ ]
+
+ no_need_list = self.file_parser.extract_no_need_convert_list(self.config.no_need_convert_path)
+ api_mapping_data = self.file_parser.load_json_file(self.config.api_mapping_path)
+ attribute_mapping_data = self.file_parser.load_json_file(self.config.attribute_mapping_path)
+ api_mapping_data.update(attribute_mapping_data)
+
+ rows = []
+ used_apis = set()
+
+ # 处理api_mapping中的特定Matcher类型
+ for src_api, mapping_info in api_mapping_data.items():
+ if src_api in whitelist_skip or src_api in no_need_list:
+ continue
+
+ matcher = mapping_info.get("Matcher", "")
+ if matcher in ["ChangeAPIMatcher", "TensorFunc2PaddleFunc", "Func2Attribute", "Attribute2Func"]:
+ docs_info = self.processor.docs_mapping.get(src_api, {})
+ src_url = docs_info.get("src_api_url")
+ paddle_api = mapping_info.get("paddle_api") or docs_info.get("dst_api", "")
+
+ # 查找paddle_api对应的URL
+ dst_url = None
+ for item in self.processor.docs_mapping.values():
+ if item.get("dst_api") == paddle_api:
+ dst_url = item.get("dst_api_url")
+ break
+
+ remark = self.processor.get_mapping_doc_url(src_api)
+ rows.append((src_api, paddle_api, src_url, dst_url, remark))
+ used_apis.add(src_api)
+ self.processor.existing_apis.add(src_api)
+
+ # 处理映射数据中的不一致API
+ for src_api, item in self.processor.docs_mapping.items():
+ if (src_api in whitelist_skip or src_api in no_need_list or
+ src_api in used_apis):
+ continue
+
+ mapping_type = item.get("mapping_type", "")
+ dst_api = item.get("dst_api", "")
+
+ if (mapping_type in ["仅 API 调用方式不一致"]):
+ expected_paddle_api = rc_api.replace("torch", "paddle")
+ if expected_paddle_api != dst_api:
+ used_apis.add(src_api)
+ self.processor.existing_apis.add(src_api)
+
+ src_url = item.get("src_api_url")
+ dst_url = item.get("dst_api_url")
+ remark = self.processor.get_mapping_doc_url(src_api)
+ rows.append((src_api, dst_api, src_url, dst_url, remark))
+
+ return self._build_table_from_rows(rows)
+
+ def generate_category12_table(self) -> str:
+ """生成类别12(API别名映射)表格"""
+ api_alias_data = self.file_parser.load_json_file(self.config.api_alias_mapping_path)
+ rows = []
+
+ for torch_api, torch_api_alias in api_alias_data.items():
+ if torch_api in self.processor.existing_apis:
+ continue
+
+ mapping_info = self.processor.docs_mapping.get(torch_api_alias, {})
+ dst_api = mapping_info.get("dst_api", "-")
+ dst_url = mapping_info.get("dst_api_url", "")
+ src_url = self.processor.docs_mapping.get(torch_api, {}).get("src_api_url", "")
+
+ torch_api_alias_display = torch_api_alias.replace(r'\_', '_')
+ url = self.processor.get_mapping_doc_url(torch_api_alias)
+ remark = f"``{torch_api_alias_display}`` 别名, {url}"
+ rows.append((torch_api, dst_api, src_url, dst_url, remark))
+
+ self.processor.existing_apis.update([torch_api, torch_api_alias])
+
+ return self._build_table_from_rows(rows)
+
+ def generate_category13_table(self, md_content: str) -> str:
+ """生成类别13(功能缺失)表格"""
+ pattern = r"### 13\. 功能缺失([\s\S]*?)(?=### |$)"
+ match = re.search(pattern, md_content)
+ if not match:
+ return self._build_empty_table()
+
+ section_content = match.group(1)
+ table_pattern = r"\| 序号 \| Pytorch 最新 release \| Paddle develop \| 备注 \|\n\|[-\| ]+\|\n([\s\S]*?)(?=\n\n|\Z)"
+ table_match = re.search(table_pattern, section_content)
+
+ if not table_match:
+ return self._build_empty_table()
+
+ table_content = table_match.group(1)
+ rows = []
+
+ for line in table_content.split("\n"):
+ if not line.startswith("|"):
+ continue
+
+ parts = line.split("|")
+ if len(parts) < 5:
+ continue
+
+ torch_api_cell = parts[2].strip()
+ paddle_api_cell = parts[3].strip()
+ remark_cell = parts[4].strip()
+
+ # 提取Torch API名称
+ torch_api_match = re.match(r"\[(.*?)\]\(.*?\)", torch_api_cell)
+ torch_api = torch_api_match.group(1) if torch_api_match else torch_api_cell
+
+ if torch_api in self.processor.existing_apis:
+ continue
+
+ # 提取原Torch URL
+ torch_link_match = re.search(r"\((.*?)\)", torch_api_cell)
+ torch_url = torch_link_match.group(1) if torch_link_match else ""
+
+ # 查找Paddle映射
+ mapping_info = self.processor.docs_mapping.get(torch_api, {})
+ paddle_api = mapping_info.get("dst_api", "-")
+ paddle_url = mapping_info.get("dst_api_url", "")
+
+ rows.append((torch_api, paddle_api, torch_url, paddle_url, remark_cell))
+ self.processor.existing_apis.add(torch_api)
+
+ return self._build_table_from_rows(rows)
+
+ def generate_regular_category_table(self, category: str, api_list: List[Dict]) -> str:
+ """生成常规类别(3-11)表格"""
+ rows = []
+
+ for api_info in api_list:
+ api_name = api_info["api_name"]
+
+ if api_name in self.processor.existing_apis:
+ continue
+
+ mapping_info = self.processor.docs_mapping.get(api_name, {})
+ dst_api = mapping_info.get("dst_api", "-")
+
+ if dst_api == "暂无" or not dst_api:
+ dst_api = "-"
+
+ src_url = mapping_info.get("src_api_url", "")
+ dst_url = mapping_info.get("dst_api_url", "")
+ remark = self.processor.get_mapping_doc_url(api_name)
+
+ rows.append((api_name, dst_api, src_url, dst_url, remark))
+ self.processor.existing_apis.add(api_name)
+
+ return self._build_table_from_rows(rows) if rows else self._build_empty_table()
+
+ def _build_table_from_rows(self, rows: List[Tuple]) -> str:
+ """从行数据构建完整表格"""
+ table_lines = [self.generate_table_header()]
+
+ for idx, (torch_api, paddle_api, torch_url, paddle_url, remark) in enumerate(rows, 1):
+ table_lines.append(self.generate_table_row(idx, torch_api, paddle_api, torch_url, paddle_url, remark))
+
+ return "\n".join(table_lines)
+
+ def _build_empty_table(self) -> str:
+ """构建空表格"""
+ return f"{self.generate_table_header()}\n| 1 | - | - | 新增中...... |"
+
+
+class DocumentUpdater:
+ """文档更新器"""
+
+ def __init__(self, config: Config, table_generator: TableGenerator):
+ self.config = config
+ self.table_generator = table_generator
+
+ def add_category_numbers(self, md_content: str) -> str:
+ """为类别标题添加序号"""
+ updated_content = md_content
+ for idx, category in enumerate(self.config.all_categories, 1):
+ pattern = rf"### \d*\.?\s*{re.escape(category)}"
+ replacement = f"### {idx}. {category}"
+ updated_content = re.sub(pattern, replacement, updated_content)
+ return updated_content
+
+ def update_special_category_table(self, md_content: str, category: str, table_content: str) -> str:
+ """更新特殊类别表格"""
+ pattern = rf"(### \d*\.?\s*{re.escape(category)}[\s\S]*?)(\| 序号 \| Pytorch 最新 release \| Paddle develop \| 备注 \|\n\|[-\| ]+\|\n)[\s\S]*?(?=### \d*\.?\s*|\Z)"
+ replacement = rf"\1{table_content}\n\n"
+ return re.sub(pattern, replacement, md_content, flags=re.MULTILINE)
+
+ def update_regular_category_table(self, md_content: str, category: str, table_content: str) -> str:
+ """更新常规类别表格"""
+ pattern = rf"(### \d*\.?\s*{re.escape(category)}[\s\S]*?)(\| 序号 \| Pytorch 最新 release \| Paddle develop \| 备注 \|\n\|[-\| ]+\|\n)[\s\S]*?(?=### \d*\.?\s*|\Z)"
+ replacement = rf"\1{table_content}\n\n"
+ return re.sub(pattern, replacement, md_content, flags=re.MULTILINE)
+
+ def update_document(self, check_mode: bool = False) -> bool:
+ """更新主文档"""
+ try:
+ # 读取原始文档
+ with open(self.config.md_file_path, "r", encoding="utf-8") as f:
+ original_content = f.read()
+
+ # 添加类别序号
+ updated_content = self.add_category_numbers(original_content)
+
+ # 生成并更新特殊类别表格
+ category1_table = self.table_generator.generate_category1_table()
+ category2_table = self.table_generator.generate_category2_table()
+
+ updated_content = self.update_special_category_table(
+ updated_content, "API 完全一致", category1_table)
+ updated_content = self.update_special_category_table(
+ updated_content, "仅 API 调用方式不一致", category2_table)
+
+ print(f"信息: 从前两个特殊类别中总共解析出 {len(self.table_generator.processor.existing_apis)} 个API用于重复检查")
+
+ # 解析MD文件获取类别和API信息
+ category_api_map = FileParser.parse_md_files(self.config.api_dirs)
+
+ # 更新常规类别(3-11)
+ for idx, category in enumerate(self.config.all_categories, 1):
+ if 3 <= idx <= 11 and category in category_api_map:
+ table_content = self.table_generator.generate_regular_category_table(
+ category, category_api_map[category])
+ updated_content = self.update_regular_category_table(
+ updated_content, category, table_content)
+
+ # 更新类别12和13
+ category12_table = self.table_generator.generate_category12_table()
+ category13_table = self.table_generator.generate_category13_table(updated_content)
+
+ updated_content = self.update_special_category_table(
+ updated_content, "API 别名", category12_table)
+ updated_content = self.update_special_category_table(
+ updated_content, "功能缺失", category13_table)
+
+ # 确定输出文件
+ output_file = self.config.script_dir / "tmp_check.md" if check_mode else self.config.md_file_path
+
+ # 写入更新后的内容
+ with open(output_file, "w", encoding="utf-8") as f:
+ f.write(updated_content)
+
+ print(f"成功: 文档已更新到 {output_file}")
+ return True
+
+ except Exception as e:
+ print(f"错误: 更新文档时出错: {e}")
+ return False
+
+
+def main():
+ parser = argparse.ArgumentParser(description="更新PyTorch到PaddlePaddle API映射文档")
+ parser.add_argument("--check", action="store_true", help="检查模式,输出到临时文件")
+ args = parser.parse_args()
+
+ # 获取基础目录
+ base_dir = Path(__file__).parent.parent
+ config = Config(base_dir)
+
+ # 初始化处理器
+ processor = APIMappingProcessor(config)
+ if not processor.load_mapping_data():
+ return
+
+ # 初始化文件解析器和表格生成器
+ file_parser = FileParser()
+ table_generator = TableGenerator(processor, file_parser)
+
+ # 更新文档
+ updater = DocumentUpdater(config, table_generator)
+ success = updater.update_document(args.check)
+
+ if not success:
+ print("错误: 文档更新失败")
+
+
+if __name__ == "__main__":
+ main()
\ No newline at end of file
From 60a1e831541001e4d00022a02a0c38fdefffa448 Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Sun, 28 Sep 2025 11:13:37 +0000
Subject: [PATCH 05/14] =?UTF-8?q?=E6=8C=89=E7=85=A7=E6=9C=80=E6=96=B0pacon?=
=?UTF-8?q?vert=E6=9B=B4=E6=96=B0=E9=83=A8=E5=88=86api=E6=98=A0=E5=B0=84?=
=?UTF-8?q?=E7=B1=BB=E5=88=AB?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.../convert_from_pytorch/tools/opt.py | 508 ------------------
1 file changed, 508 deletions(-)
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/tools/opt.py
diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/opt.py b/docs/guides/model_convert/convert_from_pytorch/tools/opt.py
deleted file mode 100644
index ca954501c10..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/tools/opt.py
+++ /dev/null
@@ -1,508 +0,0 @@
-import argparse
-import ast
-import json
-import os
-import re
-from collections import defaultdict
-from pathlib import Path
-from typing import Dict, List, Set, Tuple, Optional, Any
-
-
-class Config:
- """配置管理类"""
- def __init__(self, base_dir: str):
- self.base_dir = Path(base_dir)
- self.script_dir = Path(__file__).parent
-
- # 文件路径配置
- self.md_file_path = self.base_dir / "pytorch_api_mapping_cn.md"
- self.json_file_path = self.script_dir / "api_difference_info.json"
- self.no_need_convert_path = self.script_dir / "global_var.py"
- self.api_mapping_path = self.script_dir / "api_mapping.json"
- self.api_alias_mapping_path = self.script_dir / "api_alias_mapping.json"
- self.attribute_mapping_path = self.script_dir / "attribute_mapping.json"
-
- # API目录配置
- self.api_dirs = [
- self.base_dir / "api_difference",
- self.base_dir / "api_difference_third_party",
- ]
-
- # 类别定义
- self.all_categories = [
- "API 完全一致", "仅 API 调用方式不一致", "仅参数名不一致",
- "paddle 参数更多", "参数默认值不一致", "torch 参数更多",
- "输入参数用法不一致", "输入参数类型不一致", "返回参数类型不一致",
- "组合替代实现", "可删除", "API 别名", "功能缺失"
- ]
-
- # 特殊类别(前两类)
- self.special_categories = self.all_categories[:2]
-
-
-class APIMappingProcessor:
- """API映射处理器"""
-
- def __init__(self, config: Config):
- self.config = config
- self.existing_apis: Set[str] = set()
- self.docs_mapping: Dict[str, Dict] = {}
-
- def load_mapping_data(self) -> bool:
- """加载映射JSON数据"""
- try:
- with open(self.config.json_file_path, "r", encoding="utf-8") as f:
- mapping_data = json.load(f)
- self.docs_mapping = {item["src_api"]: item for item in mapping_data}
- return True
- except Exception as e:
- print(f"错误: 读取JSON文件 {self.config.json_file_path} 时出错: {e}")
- return False
-
- def escape_underscores(self, api_name: str) -> str:
- """处理API名称中的下划线转义"""
- underscore_count = api_name.count("_")
- return api_name.replace("_", r"\_") if underscore_count >= 2 else api_name
-
- def get_mapping_doc_url(self, torch_api: str) -> str:
- """获取差异对比文档URL"""
- mapping_url_head = "https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/"
- expected_filename = f"{torch_api}.md"
- final_name = f"{torch_api}.html"
-
- for api_dir in self.config.api_dirs:
- for file_path in api_dir.rglob(expected_filename):
- relative_path = file_path.relative_to(self.config.base_dir).with_suffix('.html')
- return f"[差异对比]({mapping_url_head}{relative_path.as_posix()})"
-
- return "-"
-
- def create_api_link(self, api_name: str, url: str) -> str:
- """创建API超链接"""
- if not url:
- return self.escape_underscores(api_name)
- return f"[{self.escape_underscores(api_name)}]({url})"
-
-
-class FileParser:
- """文件解析器"""
-
- @staticmethod
- def parse_md_files(directories: List[Path]) -> Dict[str, List[Dict]]:
- """解析MD文件获取类别和API信息"""
- category_api_map = defaultdict(list)
-
- for directory in directories:
- for md_file in directory.rglob("*.md"):
- try:
- with open(md_file, "r", encoding="utf-8") as f:
- first_line = f.readline().strip()
-
- match = re.match(r"##\s*\d*\.?\s*\[(.*?)\](.*)", first_line)
- if match:
- category = match.group(1).strip()
- api_name = match.group(2).strip().replace(r"\_", "_")
-
- # 只处理非特殊类别
- if category not in ["API 完全一致", "仅 API 调用方式不一致"]:
- category_api_map[category].append({
- "api_name": api_name,
- "file_path": md_file
- })
- else:
- print(f"警告: 无法解析文件 {md_file} 的第一行: {first_line}")
- except Exception as e:
- print(f"错误: 读取文件 {md_file} 时出错: {e}")
-
- return category_api_map
-
- @staticmethod
- def extract_no_need_convert_list(file_path: Path) -> List[str]:
- """提取无需转换的API列表"""
- try:
- with open(file_path, "r", encoding="utf-8") as file:
- content = file.read()
-
- tree = ast.parse(content)
- for node in ast.walk(tree):
- if (isinstance(node, ast.ClassDef) and node.name == "GlobalManager"):
- for class_node in node.body:
- if (isinstance(class_node, ast.Assign) and
- any(target.id == "NO_NEED_CONVERT_LIST"
- for target in class_node.targets if hasattr(target, 'id'))):
- list_source = ast.get_source_segment(content, class_node.value)
- return ast.literal_eval(list_source)
- except Exception as e:
- print(f"错误: 解析文件 {file_path} 时出错: {e}")
-
- return []
-
- @staticmethod
- def load_json_file(file_path: Path) -> Dict:
- """加载JSON文件"""
- try:
- with open(file_path, "r", encoding="utf-8") as f:
- return json.load(f)
- except Exception as e:
- print(f"错误: 读取JSON文件 {file_path} 时出错: {e}")
- return {}
-
-
-class TableGenerator:
- """表格生成器"""
-
- def __init__(self, processor: APIMappingProcessor, file_parser: FileParser):
- self.processor = processor
- self.file_parser = file_parser
- self.config = processor.config
-
- def generate_table_header(self) -> str:
- """生成表格头部"""
- return "| 序号 | Pytorch 最新 release | Paddle develop | 备注 |\n" \
- "|------|-------------------|---------------|------|"
-
- def generate_table_row(self, idx: int, torch_api: str, paddle_api: str,
- torch_url: str = "", paddle_url: str = "", remark: str = "-") -> str:
- """生成表格行"""
- torch_display = self.processor.create_api_link(torch_api, torch_url)
- paddle_display = self.processor.create_api_link(paddle_api, paddle_url)
- return f"| {idx} | {torch_display} | {paddle_display} | {remark} |"
-
- def generate_category1_table(self) -> str:
- """生成类别1(API完全一致)表格"""
- white_list = [
- "torch.Tensor.imag", "torch.Tensor.is_coalesced", "torch.Tensor.is_sparse",
- "torch.Tensor.is_sparse_csr", "torch.Tensor.logical_not_", "torch.Tensor.real",
- "torch.iinfo", "torch.nn.utils.clip_grad_norm_", "torch.nn.utils.clip_grad_value_",
- ]
-
- no_need_list = self.file_parser.extract_no_need_convert_list(self.config.no_need_convert_path)
- rows = []
- used_apis = set()
-
- # 处理无需转换列表中的API
- for torch_api in no_need_list:
- if torch_api in used_apis:
- continue
-
- paddle_api = torch_api.replace("torch", "paddle")
- used_apis.add(torch_api)
- self.processor.existing_apis.add(torch_api)
-
- mapping_info = self.processor.docs_mapping.get(torch_api, {})
- src_url = mapping_info.get("src_api_url")
-
- # 查找paddle_api对应的URL
- dst_url = None
- for item in self.processor.docs_mapping.values():
- if item.get("dst_api") == paddle_api:
- dst_url = item.get("dst_api_url")
- break
-
- rows.append((torch_api, paddle_api, src_url, dst_url, "-"))
-
- # 处理映射数据中的额外API
- for src_api, item in self.processor.docs_mapping.items():
- mapping_type = item.get("mapping_type", "")
- dst_api = item.get("dst_api", "")
-
- # if (mapping_type in ["无参数", "参数完全一致"] and
- # src_api not in used_apis and
- # src_api not in white_list):
-
- # expected_paddle_api = src_api.replace("torch", "paddle")
- # if expected_paddle_api == dst_api:
- # used_apis.add(src_api)
- # self.processor.existing_apis.add(src_api)
-
- # src_url = item.get("src_api_url")
- # dst_url = item.get("dst_api_url")
- # rows.append((src_api, dst_api, src_url, dst_url, "-"))
-
- return self._build_table_from_rows(rows)
-
- def generate_category2_table(self) -> str:
- """生成类别2(仅API调用方式不一致)表格"""
- whitelist_skip = [
- "torch.Tensor.numel", "torch.Tensor.nelement", "torch.Tensor.is_inference",
- "torch.numel", "torch.is_inference", "torch.ge",
- "torch.utils.data.WeightedRandomSampler", "torch.utils.data.RandomSampler",
- ]
-
- no_need_list = self.file_parser.extract_no_need_convert_list(self.config.no_need_convert_path)
- api_mapping_data = self.file_parser.load_json_file(self.config.api_mapping_path)
- attribute_mapping_data = self.file_parser.load_json_file(self.config.attribute_mapping_path)
- api_mapping_data.update(attribute_mapping_data)
-
- rows = []
- used_apis = set()
-
- # 处理api_mapping中的特定Matcher类型
- for src_api, mapping_info in api_mapping_data.items():
- if src_api in whitelist_skip or src_api in no_need_list:
- continue
-
- matcher = mapping_info.get("Matcher", "")
- if matcher in ["ChangeAPIMatcher", "TensorFunc2PaddleFunc", "Func2Attribute", "Attribute2Func"]:
- docs_info = self.processor.docs_mapping.get(src_api, {})
- src_url = docs_info.get("src_api_url")
- paddle_api = mapping_info.get("paddle_api") or docs_info.get("dst_api", "")
-
- # 查找paddle_api对应的URL
- dst_url = None
- for item in self.processor.docs_mapping.values():
- if item.get("dst_api") == paddle_api:
- dst_url = item.get("dst_api_url")
- break
-
- remark = self.processor.get_mapping_doc_url(src_api)
- rows.append((src_api, paddle_api, src_url, dst_url, remark))
- used_apis.add(src_api)
- self.processor.existing_apis.add(src_api)
-
- # 处理映射数据中的不一致API
- for src_api, item in self.processor.docs_mapping.items():
- if (src_api in whitelist_skip or src_api in no_need_list or
- src_api in used_apis):
- continue
-
- mapping_type = item.get("mapping_type", "")
- dst_api = item.get("dst_api", "")
-
- if (mapping_type in ["仅 API 调用方式不一致"]):
- expected_paddle_api = rc_api.replace("torch", "paddle")
- if expected_paddle_api != dst_api:
- used_apis.add(src_api)
- self.processor.existing_apis.add(src_api)
-
- src_url = item.get("src_api_url")
- dst_url = item.get("dst_api_url")
- remark = self.processor.get_mapping_doc_url(src_api)
- rows.append((src_api, dst_api, src_url, dst_url, remark))
-
- return self._build_table_from_rows(rows)
-
- def generate_category12_table(self) -> str:
- """生成类别12(API别名映射)表格"""
- api_alias_data = self.file_parser.load_json_file(self.config.api_alias_mapping_path)
- rows = []
-
- for torch_api, torch_api_alias in api_alias_data.items():
- if torch_api in self.processor.existing_apis:
- continue
-
- mapping_info = self.processor.docs_mapping.get(torch_api_alias, {})
- dst_api = mapping_info.get("dst_api", "-")
- dst_url = mapping_info.get("dst_api_url", "")
- src_url = self.processor.docs_mapping.get(torch_api, {}).get("src_api_url", "")
-
- torch_api_alias_display = torch_api_alias.replace(r'\_', '_')
- url = self.processor.get_mapping_doc_url(torch_api_alias)
- remark = f"``{torch_api_alias_display}`` 别名, {url}"
- rows.append((torch_api, dst_api, src_url, dst_url, remark))
-
- self.processor.existing_apis.update([torch_api, torch_api_alias])
-
- return self._build_table_from_rows(rows)
-
- def generate_category13_table(self, md_content: str) -> str:
- """生成类别13(功能缺失)表格"""
- pattern = r"### 13\. 功能缺失([\s\S]*?)(?=### |$)"
- match = re.search(pattern, md_content)
- if not match:
- return self._build_empty_table()
-
- section_content = match.group(1)
- table_pattern = r"\| 序号 \| Pytorch 最新 release \| Paddle develop \| 备注 \|\n\|[-\| ]+\|\n([\s\S]*?)(?=\n\n|\Z)"
- table_match = re.search(table_pattern, section_content)
-
- if not table_match:
- return self._build_empty_table()
-
- table_content = table_match.group(1)
- rows = []
-
- for line in table_content.split("\n"):
- if not line.startswith("|"):
- continue
-
- parts = line.split("|")
- if len(parts) < 5:
- continue
-
- torch_api_cell = parts[2].strip()
- paddle_api_cell = parts[3].strip()
- remark_cell = parts[4].strip()
-
- # 提取Torch API名称
- torch_api_match = re.match(r"\[(.*?)\]\(.*?\)", torch_api_cell)
- torch_api = torch_api_match.group(1) if torch_api_match else torch_api_cell
-
- if torch_api in self.processor.existing_apis:
- continue
-
- # 提取原Torch URL
- torch_link_match = re.search(r"\((.*?)\)", torch_api_cell)
- torch_url = torch_link_match.group(1) if torch_link_match else ""
-
- # 查找Paddle映射
- mapping_info = self.processor.docs_mapping.get(torch_api, {})
- paddle_api = mapping_info.get("dst_api", "-")
- paddle_url = mapping_info.get("dst_api_url", "")
-
- rows.append((torch_api, paddle_api, torch_url, paddle_url, remark_cell))
- self.processor.existing_apis.add(torch_api)
-
- return self._build_table_from_rows(rows)
-
- def generate_regular_category_table(self, category: str, api_list: List[Dict]) -> str:
- """生成常规类别(3-11)表格"""
- rows = []
-
- for api_info in api_list:
- api_name = api_info["api_name"]
-
- if api_name in self.processor.existing_apis:
- continue
-
- mapping_info = self.processor.docs_mapping.get(api_name, {})
- dst_api = mapping_info.get("dst_api", "-")
-
- if dst_api == "暂无" or not dst_api:
- dst_api = "-"
-
- src_url = mapping_info.get("src_api_url", "")
- dst_url = mapping_info.get("dst_api_url", "")
- remark = self.processor.get_mapping_doc_url(api_name)
-
- rows.append((api_name, dst_api, src_url, dst_url, remark))
- self.processor.existing_apis.add(api_name)
-
- return self._build_table_from_rows(rows) if rows else self._build_empty_table()
-
- def _build_table_from_rows(self, rows: List[Tuple]) -> str:
- """从行数据构建完整表格"""
- table_lines = [self.generate_table_header()]
-
- for idx, (torch_api, paddle_api, torch_url, paddle_url, remark) in enumerate(rows, 1):
- table_lines.append(self.generate_table_row(idx, torch_api, paddle_api, torch_url, paddle_url, remark))
-
- return "\n".join(table_lines)
-
- def _build_empty_table(self) -> str:
- """构建空表格"""
- return f"{self.generate_table_header()}\n| 1 | - | - | 新增中...... |"
-
-
-class DocumentUpdater:
- """文档更新器"""
-
- def __init__(self, config: Config, table_generator: TableGenerator):
- self.config = config
- self.table_generator = table_generator
-
- def add_category_numbers(self, md_content: str) -> str:
- """为类别标题添加序号"""
- updated_content = md_content
- for idx, category in enumerate(self.config.all_categories, 1):
- pattern = rf"### \d*\.?\s*{re.escape(category)}"
- replacement = f"### {idx}. {category}"
- updated_content = re.sub(pattern, replacement, updated_content)
- return updated_content
-
- def update_special_category_table(self, md_content: str, category: str, table_content: str) -> str:
- """更新特殊类别表格"""
- pattern = rf"(### \d*\.?\s*{re.escape(category)}[\s\S]*?)(\| 序号 \| Pytorch 最新 release \| Paddle develop \| 备注 \|\n\|[-\| ]+\|\n)[\s\S]*?(?=### \d*\.?\s*|\Z)"
- replacement = rf"\1{table_content}\n\n"
- return re.sub(pattern, replacement, md_content, flags=re.MULTILINE)
-
- def update_regular_category_table(self, md_content: str, category: str, table_content: str) -> str:
- """更新常规类别表格"""
- pattern = rf"(### \d*\.?\s*{re.escape(category)}[\s\S]*?)(\| 序号 \| Pytorch 最新 release \| Paddle develop \| 备注 \|\n\|[-\| ]+\|\n)[\s\S]*?(?=### \d*\.?\s*|\Z)"
- replacement = rf"\1{table_content}\n\n"
- return re.sub(pattern, replacement, md_content, flags=re.MULTILINE)
-
- def update_document(self, check_mode: bool = False) -> bool:
- """更新主文档"""
- try:
- # 读取原始文档
- with open(self.config.md_file_path, "r", encoding="utf-8") as f:
- original_content = f.read()
-
- # 添加类别序号
- updated_content = self.add_category_numbers(original_content)
-
- # 生成并更新特殊类别表格
- category1_table = self.table_generator.generate_category1_table()
- category2_table = self.table_generator.generate_category2_table()
-
- updated_content = self.update_special_category_table(
- updated_content, "API 完全一致", category1_table)
- updated_content = self.update_special_category_table(
- updated_content, "仅 API 调用方式不一致", category2_table)
-
- print(f"信息: 从前两个特殊类别中总共解析出 {len(self.table_generator.processor.existing_apis)} 个API用于重复检查")
-
- # 解析MD文件获取类别和API信息
- category_api_map = FileParser.parse_md_files(self.config.api_dirs)
-
- # 更新常规类别(3-11)
- for idx, category in enumerate(self.config.all_categories, 1):
- if 3 <= idx <= 11 and category in category_api_map:
- table_content = self.table_generator.generate_regular_category_table(
- category, category_api_map[category])
- updated_content = self.update_regular_category_table(
- updated_content, category, table_content)
-
- # 更新类别12和13
- category12_table = self.table_generator.generate_category12_table()
- category13_table = self.table_generator.generate_category13_table(updated_content)
-
- updated_content = self.update_special_category_table(
- updated_content, "API 别名", category12_table)
- updated_content = self.update_special_category_table(
- updated_content, "功能缺失", category13_table)
-
- # 确定输出文件
- output_file = self.config.script_dir / "tmp_check.md" if check_mode else self.config.md_file_path
-
- # 写入更新后的内容
- with open(output_file, "w", encoding="utf-8") as f:
- f.write(updated_content)
-
- print(f"成功: 文档已更新到 {output_file}")
- return True
-
- except Exception as e:
- print(f"错误: 更新文档时出错: {e}")
- return False
-
-
-def main():
- parser = argparse.ArgumentParser(description="更新PyTorch到PaddlePaddle API映射文档")
- parser.add_argument("--check", action="store_true", help="检查模式,输出到临时文件")
- args = parser.parse_args()
-
- # 获取基础目录
- base_dir = Path(__file__).parent.parent
- config = Config(base_dir)
-
- # 初始化处理器
- processor = APIMappingProcessor(config)
- if not processor.load_mapping_data():
- return
-
- # 初始化文件解析器和表格生成器
- file_parser = FileParser()
- table_generator = TableGenerator(processor, file_parser)
-
- # 更新文档
- updater = DocumentUpdater(config, table_generator)
- success = updater.update_document(args.check)
-
- if not success:
- print("错误: 文档更新失败")
-
-
-if __name__ == "__main__":
- main()
\ No newline at end of file
From 42d748574cf86eea7efb8df7f0817464fb9041dd Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Sun, 28 Sep 2025 11:23:53 +0000
Subject: [PATCH 06/14] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E6=98=A0=E5=B0=84?=
=?UTF-8?q?=E5=88=86=E7=B1=BB=E8=AF=B4=E6=98=8E?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.../convert_from_pytorch/pytorch_api_mapping_cn.md | 4 +++-
1 file changed, 3 insertions(+), 1 deletion(-)
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 3c0ef9f7284..df40fa4e0ed 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
@@ -8,9 +8,11 @@
## API 映射分类
+根据 PyTorch API 与 Paddle API 两者之间的映射差异,将映射关系分为以下 13 类
+
| 序号 | 类别 | 简介 |
| ---- | ---- | ---- |
-| 1 |API 完全一致|此类 API 使用方式完全一致,无需转换,只需在文件最上方插入一行 `import paddle as torch` 即可。(或者也可将代码里所有前缀 `torch.` 替换为 `paddle.`)|
+| 1 |API 完全一致|此类 API 完全一致,只需要将代码中所有前缀 `torch.`替换为 `paddle.`即可。(或者只需在文件最上方插入一行 `import paddle as torch`即可)|
| 2 |仅 API 调用方式不一致|参数一致,但 API 调用方式不一致。此类 API 需要转换,但转换成本较低,只需要对 API 调用方式进行改写,无需处理 API 参数部分。包括:API 名称不同、API 路径不同、Tensor 类方法改成普通方法、Tensor 方法改成属性、Tensor 属性改成方法 等情况。|
| 3 |仅参数名不一致|此类 API 功能相同,但部分参数名称不同|
| 4 |paddle 参数更多|此类 API 在 PaddlePaddle 中提供了更多可选参数|
From 5092859c4be83ade34619dd142cc4b14c0a471c3 Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Mon, 29 Sep 2025 06:17:07 +0000
Subject: [PATCH 07/14] =?UTF-8?q?=E4=BF=AE=E6=AD=A3transformers.PreTrained?=
=?UTF-8?q?Tokenizer=E6=98=A0=E5=B0=84=E7=B1=BB=E5=88=AB=EF=BC=8C=E5=88=A0?=
=?UTF-8?q?=E9=99=A4=E7=AC=AC=E4=BA=8C=E4=B8=AA=E7=B1=BB=E5=88=AB=E4=B8=8B?=
=?UTF-8?q?=E5=B7=AE=E5=BC=82=E6=96=87=E6=A1=A3=E7=9A=84=E5=8F=82=E6=95=B0?=
=?UTF-8?q?=E6=98=A0=E5=B0=84=E8=A1=A8?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.../flash_attn.__version__.split.md | 6 -
.../invok_diff_only/torch.Tensor.clamp_.md | 6 -
.../invok_diff_only/torch.Tensor.movedim.md | 7 -
.../invok_diff_only/torch.Tensor.mvlgamma.md | 16 -
.../invok_diff_only/torch.Tensor.mvlgamma_.md | 16 -
.../torch.Tensor.sparse_mask.md | 17 -
.../invok_diff_only/torch.Tensor.to_sparse.md | 6 -
.../torch.autograd.Function.forward.md | 8 -
....function.FunctionCtx.save_for_backward.md | 6 -
...ction.FunctionCtx.set_materialize_grads.md | 6 -
...rch.autograd.grad_mode.set_grad_enabled.md | 6 -
...orch.autograd.graph.saved_tensors_hooks.md | 7 -
.../torch.cda.StreamContext.md | 6 -
.../invok_diff_only/torch.cuda.Event.md | 6 -
.../torch.cuda.get_device_capability.md | 5 -
.../torch.cuda.get_device_name.md | 6 -
.../torch.cuda.manual_seed_all.md | 5 -
.../torch.cuda.max_memory_allocated.md | 5 -
.../torch.cuda.max_memory_reserved.md | 5 -
.../torch.cuda.memory_allocated.md | 5 -
.../torch.cuda.memory_reserved.md | 5 -
.../torch.cuda.reset_max_memory_allocated.md | 5 -
.../torch.cuda.reset_max_memory_cached.md | 5 -
.../invok_diff_only/torch.cuda.set_stream.md | 6 -
.../invok_diff_only/torch.cuda.stream.md | 5 -
...ions.distribution.Distribution.log_prob.md | 6 -
.../torch.distributions.kl.kl_divergence.md | 6 -
.../invok_diff_only/torch.ge.md | 19 -
.../torch.nn.AdaptiveAvgPool1d.md | 6 -
.../invok_diff_only/torch.nn.HuberLoss.md | 7 -
.../invok_diff_only/torch.nn.Module.apply.md | 6 -
.../torch.optim.Optimizer.add_param_group.md | 6 -
.../torch.optim.Optimizer.load_state_dict.md | 6 -
.../torch.utils.data.ChainDataset.md | 6 -
.../torch.utils.data.ConcatDataset.md | 6 -
.../torch.utils.data.RandomSampler.md | 9 -
.../torch.utils.data.Sampler.md | 6 -
.../torch.utils.data.SequentialSampler.md | 6 -
.../torch.utils.data.Subset.md | 7 -
.../torch.utils.data.WeightedRandomSampler.md | 9 -
.../torch.utils.data.random_split.md | 8 -
.../torchvision.ops.RoIPool.md | 7 -
.../torchvision.transform.functional.pad.md | 9 -
.../torchvision.transforms.Compose.md | 6 -
...transforms.functional.adjust_brightness.md | 7 -
...n.transforms.functional.adjust_contrast.md | 7 -
...vision.transforms.functional.adjust_hue.md | 7 -
...ision.transforms.functional.center_crop.md | 7 -
.../torchvision.transforms.functional.crop.md | 10 -
...torchvision.transforms.functional.erase.md | 12 -
...torchvision.transforms.functional.hflip.md | 6 -
...sion.transforms.functional.to_grayscale.md | 7 -
...torchvision.transforms.functional.vflip.md | 6 -
.../transformers.PreTrainedTokenizer.md | 16 +
...odeling_outputs.BaseModelOutputWithPast.md | 9 -
...modeling_outputs.CausalLMOutputWithPast.md | 9 -
...s.add_start_docstrings_to_model_forward.md | 6 -
.../pytorch_api_mapping_cn.md | 396 +++++++++---------
.../tools/get_api_difference_info.py | 3 +-
59 files changed, 216 insertions(+), 609 deletions(-)
create mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md
index a3afe075dfb..2c01cc7e271 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.Tensor.clamp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md
index ed0ccefe506..5d5216052af 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.Tensor.movedim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md
index b3edada7f55..f20ec3ca767 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md
@@ -13,10 +13,3 @@ 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/invok_diff_only/torch.Tensor.mvlgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md
index 919ff20f4c1..d8b0ea8f735 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md
@@ -13,19 +13,3 @@ 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/invok_diff_only/torch.Tensor.mvlgamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md
index 63d1b2406c6..c800984840d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md
@@ -13,19 +13,3 @@ 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/invok_diff_only/torch.Tensor.sparse_mask.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md
index 0f2bf2fc2b7..cc37d899e3d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md
@@ -13,20 +13,3 @@ 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/invok_diff_only/torch.Tensor.to_sparse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md
index 3d4d647908e..2403c98e327 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.autograd.Function.forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md
index 4d4e59fbade..d9675bf1005 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md
@@ -13,11 +13,3 @@ 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/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md
index 0418c7651fd..686e3e44bb0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md
index 70450e60b47..dbbc1c8b3a8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md
index 2e71416d441..ffbe9e34769 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md
index 3787a1f8ab2..e3b9d2e5632 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md
@@ -13,10 +13,3 @@ 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/invok_diff_only/torch.cda.StreamContext.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md
index f55ab282837..3c9262e3640 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.cuda.Event.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md
index dd91509895e..f1e1383af6d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.cuda.get_device_capability.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md
index bd765412040..8ef4d644d98 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md
@@ -13,8 +13,3 @@ 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/invok_diff_only/torch.cuda.get_device_name.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md
index 71996b2178a..b1a7d23509c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.cuda.manual_seed_all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md
index cb2644e19e1..cee3d201206 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md
@@ -13,8 +13,3 @@ 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/invok_diff_only/torch.cuda.max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md
index f4d7d4ebb34..f929ea43072 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md
@@ -13,8 +13,3 @@ 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/invok_diff_only/torch.cuda.max_memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md
index 5706056fc80..b57419a7db4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md
@@ -13,8 +13,3 @@ 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/invok_diff_only/torch.cuda.memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md
index b0be3e22037..27a6edffced 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md
@@ -13,8 +13,3 @@ 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/invok_diff_only/torch.cuda.memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md
index e3d32aa544e..0bd36eb56ac 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md
@@ -13,8 +13,3 @@ 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/invok_diff_only/torch.cuda.reset_max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md
index 59d166f03a2..eb58735b809 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md
@@ -13,8 +13,3 @@ 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/invok_diff_only/torch.cuda.reset_max_memory_cached.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md
index ee5b0ca6f50..fa6398e38e9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md
@@ -13,8 +13,3 @@ 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/invok_diff_only/torch.cuda.set_stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md
index 777877f6abe..5828df108a9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.cuda.stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md
index f021b025a4a..8e2a04bba21 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md
@@ -13,8 +13,3 @@ 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/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md
index a081ab33711..dc64266f7ef 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md
@@ -14,9 +14,3 @@ 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/invok_diff_only/torch.distributions.kl.kl_divergence.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md
index 89c68cc18e6..4ac679cd407 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.ge.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.ge.md
index 092c2ae175d..3cac516b54d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.ge.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.ge.md
@@ -13,22 +13,3 @@ 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/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md
index eb5df3d702f..c4340735d3a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.nn.HuberLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md
index aab6f372733..a3a50ae36c7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md
@@ -13,10 +13,3 @@ 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/invok_diff_only/torch.nn.Module.apply.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md
index f26eb71ac54..40c4727525a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.optim.Optimizer.add_param_group.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md
index cce9b294f49..a8899837828 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.optim.Optimizer.load_state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md
index 371135332d0..0577a4b9e03 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.utils.data.ChainDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md
index 6d7b8dfd7fa..0757facfeac 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.utils.data.ConcatDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md
index 1cce9fe2519..c1e2539f8a1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.utils.data.RandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.RandomSampler.md
index 01bf9bc07a4..46186efbd31 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.RandomSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.RandomSampler.md
@@ -13,12 +13,3 @@ paddle.io.RandomSampler(data_source, replacement=False, num_samples=None, genera
```
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/invok_diff_only/torch.utils.data.Sampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md
index 4389d8b55d0..85ad9595ebf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.utils.data.SequentialSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md
index eb6f5e3ff46..3e1d112e696 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md
@@ -13,9 +13,3 @@ 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/invok_diff_only/torch.utils.data.Subset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md
index 74d2927ab39..d6db718284c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md
@@ -13,10 +13,3 @@ 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/invok_diff_only/torch.utils.data.WeightedRandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.WeightedRandomSampler.md
index 4662be344f6..42db84f75f5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.WeightedRandomSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.WeightedRandomSampler.md
@@ -18,12 +18,3 @@ paddle.io.WeightedRandomSampler(weights,
```
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/invok_diff_only/torch.utils.data.random_split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md
index f70723c99c7..ebadef9dbc2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md
@@ -16,11 +16,3 @@ paddle.io.random_split(dataset,
```
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/invok_diff_only/torchvision.ops.RoIPool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md
index 2743cb1ba43..3c150e9ed29 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md
@@ -13,10 +13,3 @@ 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/invok_diff_only/torchvision.transform.functional.pad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md
index 956ec5a0ceb..5b0b2b3fd3b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md
@@ -23,12 +23,3 @@ paddle.vision.transforms.pad(
```
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/invok_diff_only/torchvision.transforms.Compose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md
index 3e9c0205ee6..5fc3840a5ab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md
@@ -17,9 +17,3 @@ paddle.vision.transforms.Compose(
```
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/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md
index aed111c43cb..cb435c0937e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md
@@ -16,10 +16,3 @@ paddle.vision.transforms.adjust_brightness(
```
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/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md
index 3d84d6a83a9..2846443c13a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md
@@ -16,10 +16,3 @@ paddle.vision.transforms.adjust_contrast(
```
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/invok_diff_only/torchvision.transforms.functional.adjust_hue.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md
index ae5c3be93c4..25c8f805ea3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md
@@ -16,10 +16,3 @@ paddle.vision.transforms.adjust_hue(
```
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/invok_diff_only/torchvision.transforms.functional.center_crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md
index b4ac1643404..b3f50036367 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md
@@ -16,10 +16,3 @@ paddle.vision.transforms.center_crop(
```
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/invok_diff_only/torchvision.transforms.functional.crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md
index a07f9ed99c2..d9523103378 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md
@@ -25,13 +25,3 @@ paddle.vision.transforms.crop(
```
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/invok_diff_only/torchvision.transforms.functional.erase.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md
index 8a2220d3a23..f1c3edb572e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md
@@ -29,15 +29,3 @@ paddle.vision.transforms.erase(
```
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/invok_diff_only/torchvision.transforms.functional.hflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md
index 7d4acfad217..f9b3a2df87a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md
@@ -17,9 +17,3 @@ paddle.vision.transforms.hflip(
```
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/invok_diff_only/torchvision.transforms.functional.to_grayscale.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md
index 0e2656684f9..4fe083bed0f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md
@@ -17,10 +17,3 @@ paddle.vision.transforms.to_grayscale(
```
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/invok_diff_only/torchvision.transforms.functional.vflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md
index ae918aaecd4..29d05d8d5ae 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md
@@ -17,9 +17,3 @@ paddle.vision.transforms.vflip(
```
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/invok_diff_only/transformers.PreTrainedTokenizer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
new file mode 100644
index 00000000000..3ab940588df
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
@@ -0,0 +1,16 @@
+## [仅 API 调用方式不一致]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:
+
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md
index 1778e507a8b..2627f439da5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md
@@ -14,12 +14,3 @@ paddlenlp.transformers.model_outputs.BaseModelOutputWithPast(last_hidden_state:
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/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md
index 74c4421a69f..1ce5daaaf26 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md
@@ -13,12 +13,3 @@ paddlenlp.transformers.model_outputs.CausalLMOutputWithPast(loss: Optional[paddl
```
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/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md
index 79a0a534eb8..670c7a13aa7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md
@@ -13,9 +13,3 @@ 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 df40fa4e0ed..1d4427e8326 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
@@ -59,7 +59,7 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 10 | [torch.Tensor.short](https://pytorch.org/docs/stable/generated/torch.Tensor.short.html#torch.Tensor.short) | paddle.Tensor.short | - |
| 11 | [torch.Tensor.cfloat](https://pytorch.org/docs/stable/generated/torch.Tensor.cfloat.html?highlight=torch+tensor+cfloat#torch.Tensor.cfloat) | paddle.Tensor.cfloat | - |
| 12 | [torch.Tensor.cdouble](https://pytorch.org/docs/stable/generated/torch.Tensor.cdouble.html?highlight=torch+tensor+cdouble#torch.Tensor.cdouble) | paddle.Tensor.cdouble | - |
-| 13 | [torch.nn.init.calculate_gain](https://pytorch.org/docs/stable/nn.init.html?highlight=gain#torch.nn.init.calculate_gain) | paddle.nn.init.calculate_gain | - |
+| 13 | torch.nn.init.calculate_gain | paddle.nn.init.calculate_gain | - |
| 14 | [torch.nn.init.constant_](https://pytorch.org/docs/stable/nn.init.html?highlight=constant_#torch.nn.init.constant_) | paddle.nn.init.constant_ | - |
| 15 | [torch.nn.init.dirac_](https://pytorch.org/docs/stable/nn.init.html?highlight=dirac_#torch.nn.init.dirac_) | paddle.nn.init.dirac_ | - |
| 16 | [torch.nn.init.eye_](https://pytorch.org/docs/stable/nn.init.html?highlight=eye_#torch.nn.init.eye_) | paddle.nn.init.eye_ | - |
@@ -152,7 +152,7 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 103 | torch.cuda.cudart | paddle.cuda.cudart | - |
| 104 | torch.cuda.check_error | paddle.cuda.check_error | - |
| 105 | torch.cuda.mem_get_info | paddle.cuda.mem_get_info | - |
-| 106 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | paddle.cuda.is_initialized | - |
+| 106 | torch.cuda.is_initialized | paddle.cuda.is_initialized | - |
| 107 | [torch.permute](https://pytorch.org/docs/stable/generated/torch.permute.html?highlight=permute#torch.permute) | paddle.permute | - |
| 108 | [torch.Tensor.permute](https://pytorch.org/docs/stable/generated/torch.Tensor.permute.html) | paddle.Tensor.permute | - |
| 109 | [torch.repeat_interleave](https://pytorch.org/docs/stable/generated/torch.repeat_interleave.html#torch-repeat-interleave) | [paddle.repeat_interleave](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/repeat_interleave_cn.html#repeat-interleave) | - |
@@ -165,7 +165,7 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 116 | [torch.amin](https://pytorch.org/docs/stable/generated/torch.amin.html) | [paddle.amin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amin_cn.html#amin) | - |
| 117 | [torch.amax](https://pytorch.org/docs/stable/generated/torch.amax.html) | [paddle.amax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amax_cn.html#amax) | - |
| 118 | [torch.Tensor.stride](https://pytorch.org/docs/stable/generated/torch.Tensor.stride.html#torch-tensor-stride) | paddle.Tensor.stride | - |
-| 119 | [torch.Tensor.get_device](https://pytorch.org/docs/stable/generated/torch.Tensor.get_device.html?highlight=torch+tensor+get_device#torch.Tensor.get_device) | paddle.Tensor.get_device | - |
+| 119 | torch.Tensor.get_device | paddle.Tensor.get_device | - |
| 120 | torch.random.initial_seed | paddle.random.initial_seed | - |
| 121 | [torch.as_tensor](https://pytorch.org/docs/stable/generated/torch.as_tensor.html#torch.as_tensor) | paddle.as_tensor | - |
| 122 | [torch.tensor](https://pytorch.org/docs/stable/generated/torch.tensor.html?highlight=tensor#torch.tensor) | paddle.tensor | - |
@@ -208,9 +208,9 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 159 | [torch.Tensor.scatter_add](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_add.html#torch.Tensor.scatter_add) | paddle.Tensor.scatter_add | - |
| 160 | [torch.scatter_add](https://pytorch.org/docs/stable/generated/torch.scatter_add.html#torch.scatter_add) | paddle.scatter_add | - |
| 161 | [torch.Tensor.scatter_add_](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_add_.html#torch.Tensor.scatter_add_) | paddle.Tensor.scatter_add_ | - |
-| 162 | [torch.Tensor.tril](https://pytorch.org/docs/stable/generated/torch.Tensor.tril.html#torch.Tensor.tril) | paddle.Tensor.tril | - |
+| 162 | torch.Tensor.tril | paddle.Tensor.tril | - |
| 163 | [torch.tril](https://pytorch.org/docs/stable/generated/torch.tril.html?highlight=tril#torch.tril) | [paddle.tril](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_cn.html) | - |
-| 164 | [torch.Tensor.triu](https://pytorch.org/docs/stable/generated/torch.Tensor.triu.html#torch.Tensor.triu) | paddle.Tensor.triu | - |
+| 164 | torch.Tensor.triu | paddle.Tensor.triu | - |
| 165 | [torch.triu](https://pytorch.org/docs/stable/generated/torch.triu.html?highlight=triu#torch.triu) | [paddle.triu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_cn.html) | - |
| 166 | [torch.bmm](https://pytorch.org/docs/stable/generated/torch.bmm.html?highlight=bmm#torch.bmm) | [paddle.bmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bmm_cn.html) | - |
| 167 | [torch.Tensor.bmm](https://pytorch.org/docs/stable/generated/torch.Tensor.bmm.html) | [paddle.Tensor.bmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#bmm-y-name-none) | - |
@@ -222,196 +222,196 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 173 | [torch.Tensor.softmax](https://pytorch.org/docs/stable/generated/torch.Tensor.softmax.html?highlight=softmax#torch.Tensor.softmax) | paddle.Tensor.softmax | - |
| 174 | [torch.special.softmax](https://pytorch.org/docs/stable/special.html#torch.special.softmax) | paddle.special.softmax | - |
| 175 | [torch.softmax](https://pytorch.org/docs/stable/generated/torch.softmax.html) | paddle.softmax | - |
-| 176 | [torch.Tensor.clamp](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp.html?highlight=clamp#torch.Tensor.clamp) | paddle.Tensor.clamp | - |
-| 177 | [torch.Tensor.itemsize](https://pytorch.org/docs/stable/generated/torch.Tensor.itemsize.html) | paddle.Tensor.itemsize | - |
-| 178 | [torch.get_default_dtype](https://pytorch.org/docs/stable/generated/torch.get_default_dtype.html#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) | - |
-| 179 | [torch.einsum](https://pytorch.org/docs/stable/generated/torch.einsum.html#torch.einsum) | [paddle.einsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/einsum_cn.html) | - |
-| 180 | [torch.nn.Identity](https://pytorch.org/docs/stable/generated/torch.nn.Identity.html#identity) | [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) | - |
-| 181 | [torch.Tensor.ndim](https://pytorch.org/docs/stable/generated/torch.Tensor.ndim.html) | [paddle.Tensor.ndim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ndim) | - |
+| 176 | torch.Tensor.clamp | paddle.Tensor.clamp | - |
+| 177 | torch.Tensor.itemsize | paddle.Tensor.itemsize | - |
+| 178 | torch.get_default_dtype | paddle.get_default_dtype | - |
+| 179 | torch.einsum | paddle.einsum | - |
+| 180 | torch.nn.Identity | paddle.nn.Identity | - |
+| 181 | torch.Tensor.ndim | paddle.Tensor.ndim | - |
| 182 | [torch.Tensor.T](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.T) | [paddle.Tensor.T](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | - |
-| 183 | [torch.Tensor.abs](https://pytorch.org/docs/stable/generated/torch.Tensor.abs.html#torch.Tensor.abs) | [paddle.Tensor.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#abs-name-none) | - |
-| 184 | [torch.Tensor.cos](https://pytorch.org/docs/stable/generated/torch.Tensor.cos.html?highlight=cos#torch.Tensor.cos) | [paddle.Tensor.cos](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#cos-name-none) | - |
-| 185 | [torch.Tensor.detach](https://pytorch.org/docs/stable/generated/torch.Tensor.detach.html?highlight=detach#torch.Tensor.detach) | [paddle.Tensor.detach](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#detach) | - |
-| 186 | [torch.Tensor.dim](https://pytorch.org/docs/stable/generated/torch.Tensor.dim.html?highlight=dim#torch.Tensor.dim) | [paddle.Tensor.dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dim) | - |
-| 187 | [torch.Tensor.fill_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_.html?highlight=fill_#torch.Tensor.fill_) | [paddle.Tensor.fill_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-x-value-name-none) | - |
-| 188 | [torch.Tensor.isnan](https://pytorch.org/docs/stable/generated/torch.Tensor.isnan.html) | [paddle.Tensor.isnan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isnan-name-none) | - |
+| 183 | torch.Tensor.abs | paddle.Tensor.abs | - |
+| 184 | torch.Tensor.cos | paddle.Tensor.cos | - |
+| 185 | torch.Tensor.detach | paddle.Tensor.detach | - |
+| 186 | torch.Tensor.dim | paddle.Tensor.dim | - |
+| 187 | torch.Tensor.fill_ | paddle.Tensor.fill_ | - |
+| 188 | torch.Tensor.isnan | paddle.Tensor.isnan | - |
| 189 | [torch.Tensor.item](https://pytorch.org/docs/stable/generated/torch.Tensor.item.html#torch-tensor-item) | [paddle.Tensor.item](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#item-args) | - |
-| 190 | [torch.Tensor.log](https://pytorch.org/docs/stable/generated/torch.Tensor.log.html) | [paddle.Tensor.log](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log-name-none) | - |
-| 191 | [torch.Tensor.masked_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter.html?highlight=masked_scatter#torch.Tensor.masked_scatter) | [paddle.Tensor.masked_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#masked-scatter-mask-value-name-non) | - |
-| 192 | [torch.Tensor.masked_fill_](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill_.html?highlight=masked_fill_#torch.Tensor.masked_fill_) | paddle.Tensor.masked_fill_ | - |
-| 193 | [torch.Tensor.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html?highlight=masked_fill#torch.Tensor.masked_fill) | [paddle.Tensor.masked_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#masked-fill-mask-value-name-non) | - |
-| 194 | [torch.Tensor.nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.nonzero.html?highlight=nonzero#torch.Tensor.nonzero) | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | - |
-| 195 | [torch.Tensor.normal_](https://pytorch.org/docs/stable/generated/torch.Tensor.normal_.html#torch-tensor-normal) | paddle.Tensor.normal_ | - |
-| 196 | [torch.Tensor.sigmoid](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid) | paddle.Tensor.sigmoid | - |
-| 197 | [torch.Tensor.sin](https://pytorch.org/docs/stable/generated/torch.Tensor.sin) | [paddle.Tensor.sin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sin-name-none) | - |
-| 198 | [torch.Tensor.square](https://pytorch.org/docs/stable/generated/torch.Tensor.square.html#torch-tensor-square) | [paddle.Tensor.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#square-name-none) | - |
-| 199 | [torch.Tensor.tolist](https://pytorch.org/docs/stable/generated/torch.Tensor.tolist.html#torch.Tensor.tolist) | [paddle.Tensor.tolist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tolist) | - |
-| 200 | [torch.Tensor.zero_](https://pytorch.org/docs/stable/generated/torch.Tensor.zero_.html#torch.Tensor.zero_) | [paddle.Tensor.zero_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#zero-x-name-none) | - |
-| 201 | [torch.distributed.get_rank](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_rank) | [paddle.distributed.get_rank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_rank_cn.html) | - |
-| 202 | [torch.distributed.get_world_size](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_world_size) | [paddle.distributed.get_world_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_world_size_cn.html) | - |
-| 203 | [torch.Tensor.shape](https://pytorch.org/docs/stable/generated/torch.Tensor.shape.html) | [paddle.Tensor.shape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#shape) | - |
-| 204 | [torch.float32](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.float32](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L28) | - |
+| 190 | torch.Tensor.log | paddle.Tensor.log | - |
+| 191 | torch.Tensor.masked_scatter | paddle.Tensor.masked_scatter | - |
+| 192 | torch.Tensor.masked_fill_ | paddle.Tensor.masked_fill_ | - |
+| 193 | torch.Tensor.masked_fill | paddle.Tensor.masked_fill | - |
+| 194 | torch.Tensor.nonzero | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | - |
+| 195 | torch.Tensor.normal_ | paddle.Tensor.normal_ | - |
+| 196 | torch.Tensor.sigmoid | paddle.Tensor.sigmoid | - |
+| 197 | torch.Tensor.sin | paddle.Tensor.sin | - |
+| 198 | torch.Tensor.square | paddle.Tensor.square | - |
+| 199 | torch.Tensor.tolist | paddle.Tensor.tolist | - |
+| 200 | torch.Tensor.zero_ | paddle.Tensor.zero_ | - |
+| 201 | torch.distributed.get_rank | paddle.distributed.get_rank | - |
+| 202 | torch.distributed.get_world_size | paddle.distributed.get_world_size | - |
+| 203 | torch.Tensor.shape | [paddle.Tensor.shape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#shape) | - |
+| 204 | torch.float32 | paddle.float32 | - |
| 205 | torch.long | paddle.long | - |
-| 206 | [torch.int32](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.int32](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L25) | - |
-| 207 | [torch.bfloat16](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.bfloat16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L31) | - |
-| 208 | [torch.int64](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.int64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L26) | - |
-| 209 | [torch.bool](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.bool](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L36) | - |
+| 206 | torch.int32 | paddle.int32 | - |
+| 207 | torch.bfloat16 | paddle.bfloat16 | - |
+| 208 | torch.int64 | paddle.int64 | - |
+| 209 | torch.bool | paddle.bool | - |
| 210 | [torch.uint8](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.uint8](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L22) | - |
-| 211 | [torch.Tensor.abs_](https://pytorch.org/docs/stable/generated/torch.Tensor.abs_.html) | paddle.Tensor.abs_ | - |
-| 212 | [torch.Tensor.acos](https://pytorch.org/docs/stable/generated/torch.Tensor.acos.html) | paddle.Tensor.acos | - |
-| 213 | [torch.Tensor.acos_](https://pytorch.org/docs/stable/generated/torch.Tensor.acos_.html) | paddle.Tensor.acos_ | - |
-| 214 | [torch.Tensor.acosh](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh.html?highlight=acosh#torch.Tensor.acosh) | paddle.Tensor.acosh | - |
-| 215 | [torch.Tensor.acosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh_.html) | paddle.Tensor.acosh_ | - |
-| 216 | [torch.Tensor.angle](https://pytorch.org/docs/stable/generated/torch.Tensor.angle.html) | [paddle.Tensor.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#angle-name-none) | - |
-| 217 | [torch.Tensor.apply_](https://pytorch.org/docs/stable/generated/torch.Tensor.apply_.html) | paddle.Tensor.apply_ | - |
-| 218 | [torch.Tensor.asin](https://pytorch.org/docs/stable/generated/torch.Tensor.asin.html) | [paddle.Tensor.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#asin-name-none) | - |
-| 219 | [torch.Tensor.asin_](https://pytorch.org/docs/stable/generated/torch.Tensor.asin_.html) | paddle.Tensor.asin_ | - |
-| 220 | [torch.Tensor.asinh](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh) | paddle.Tensor.asinh | - |
-| 221 | [torch.Tensor.asinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh_) | paddle.Tensor.asinh_ | - |
-| 222 | [torch.Tensor.atan](https://pytorch.org/docs/stable/generated/torch.Tensor.atan.html) | [paddle.Tensor.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#atan-name-none) | - |
-| 223 | [torch.Tensor.atan_](https://pytorch.org/docs/stable/generated/torch.Tensor.atan_.html) | paddle.Tensor.atan_ | - |
-| 224 | [torch.Tensor.atanh](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh.html#torch.Tensor.atanh) | paddle.Tensor.atanh | - |
-| 225 | [torch.Tensor.atanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh_.html#torch.Tensor.atanh_) | paddle.Tensor.atanh_ | - |
-| 226 | [torch.Tensor.bincount](https://pytorch.org/docs/stable/generated/torch.Tensor.bincount.html) | [paddle.Tensor.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#bincount-weights-none-minlength-0) | - |
-| 227 | [torch.Tensor.bitwise_not](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not.html) | paddle.Tensor.bitwise_not | - |
-| 228 | [torch.Tensor.bitwise_not_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not_.html) | paddle.Tensor.bitwise_not_ | - |
-| 229 | [torch.Tensor.ceil](https://pytorch.org/docs/stable/generated/torch.Tensor.ceil.html) | [paddle.Tensor.ceil](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ceil-name-none) | - |
-| 230 | [torch.Tensor.ceil_](https://pytorch.org/docs/stable/generated/torch.Tensor.ceil_.html) | [paddle.Tensor.ceil_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id7) | - |
-| 231 | [torch.Tensor.cholesky](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky.html) | [paddle.Tensor.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cholesky-upper-false-name-none) | - |
-| 232 | [torch.Tensor.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html#torch.cholesky_inverse) | [paddle.Tensor.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | - |
-| 233 | [torch.Tensor.clip](https://pytorch.org/docs/stable/generated/torch.Tensor.clip.html?highlight=clip#torch.Tensor.clip) | [paddle.Tensor.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clip-min-none-max-none-name-none) | - |
-| 234 | [torch.Tensor.clip_](https://pytorch.org/docs/stable/generated/torch.Tensor.clip_.html?highlight=clip_#torch.Tensor.clip_) | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | - |
-| 235 | [torch.Tensor.coalesce](https://pytorch.org/docs/stable/generated/torch.Tensor.coalesce.html#torch-tensor-coalesce) | [paddle.Tensor.coalesce](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/coalesce_en.html) | - |
-| 236 | [torch.Tensor.conj](https://pytorch.org/docs/stable/generated/torch.Tensor.conj.html?highlight=conj#torch.Tensor.conj) | [paddle.Tensor.conj](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#conj-name-none) | - |
-| 237 | [torch.Tensor.cos_](https://pytorch.org/docs/stable/generated/torch.Tensor.cos_.html) | paddle.Tensor.cos_ | - |
-| 238 | [torch.Tensor.cosh](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh.html?highlight=cosh#torch.Tensor.cosh) | [paddle.Tensor.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cosh-name-none) | - |
-| 239 | [torch.Tensor.cosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh_.html) | paddle.Tensor.cosh_ | - |
-| 240 | [torch.Tensor.cumprod](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod.html?highlight=cumprod#torch.Tensor.cumprod) | [paddle.Tensor.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod) | - |
-| 241 | [torch.Tensor.cumprod_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod_.html) | paddle.Tensor.cumprod_ | - |
-| 242 | [torch.Tensor.data_ptr](https://pytorch.org/docs/stable/generated/torch.Tensor.data_ptr.html) | [paddle.Tensor.data_ptr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | - |
-| 243 | [torch.Tensor.deg2rad](https://pytorch.org/docs/stable/generated/torch.Tensor.deg2rad.html?highlight=deg2rad#torch.Tensor.deg2rad) | [paddle.Tensor.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#deg2rad-x-name-none) | - |
-| 244 | [torch.Tensor.dense_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.dense_dim.html#torch.Tensor.dense_dim) | [paddle.Tensor.dense_dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | - |
-| 245 | [torch.Tensor.detach_](https://pytorch.org/docs/stable/generated/torch.Tensor.detach_.html) | paddle.Tensor.detach_ | - |
-| 246 | [torch.Tensor.diag_embed](https://pytorch.org/docs/stable/generated/torch.Tensor.diag_embed.html) | paddle.Tensor.diag_embed | - |
-| 247 | [torch.Tensor.diagflat](https://pytorch.org/docs/stable/generated/torch.Tensor.diagflat.html?highlight=diagflat#torch.Tensor.diagflat) | paddle.Tensor.diagflat | - |
-| 248 | [torch.Tensor.digamma](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma.html?highlight=digamma#torch.Tensor.digamma) | [paddle.Tensor.digamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#digamma-name-none) | - |
-| 249 | [torch.Tensor.digamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma_.html) | paddle.Tensor.digamma_ | - |
+| 211 | torch.Tensor.abs_ | paddle.Tensor.abs_ | - |
+| 212 | torch.Tensor.acos | paddle.Tensor.acos | - |
+| 213 | torch.Tensor.acos_ | paddle.Tensor.acos_ | - |
+| 214 | torch.Tensor.acosh | paddle.Tensor.acosh | - |
+| 215 | torch.Tensor.acosh_ | paddle.Tensor.acosh_ | - |
+| 216 | torch.Tensor.angle | paddle.Tensor.angle | - |
+| 217 | torch.Tensor.apply_ | paddle.Tensor.apply_ | - |
+| 218 | torch.Tensor.asin | paddle.Tensor.asin | - |
+| 219 | torch.Tensor.asin_ | paddle.Tensor.asin_ | - |
+| 220 | torch.Tensor.asinh | paddle.Tensor.asinh | - |
+| 221 | torch.Tensor.asinh_ | paddle.Tensor.asinh_ | - |
+| 222 | torch.Tensor.atan | paddle.Tensor.atan | - |
+| 223 | torch.Tensor.atan_ | paddle.Tensor.atan_ | - |
+| 224 | torch.Tensor.atanh | paddle.Tensor.atanh | - |
+| 225 | torch.Tensor.atanh_ | paddle.Tensor.atanh_ | - |
+| 226 | torch.Tensor.bincount | paddle.Tensor.bincount | - |
+| 227 | torch.Tensor.bitwise_not | paddle.Tensor.bitwise_not | - |
+| 228 | torch.Tensor.bitwise_not_ | paddle.Tensor.bitwise_not_ | - |
+| 229 | torch.Tensor.ceil | paddle.Tensor.ceil | - |
+| 230 | torch.Tensor.ceil_ | paddle.Tensor.ceil_ | - |
+| 231 | torch.Tensor.cholesky | paddle.Tensor.cholesky | - |
+| 232 | torch.Tensor.cholesky_inverse | paddle.Tensor.cholesky_inverse | - |
+| 233 | torch.Tensor.clip | paddle.Tensor.clip | - |
+| 234 | torch.Tensor.clip_ | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | - |
+| 235 | torch.Tensor.coalesce | paddle.Tensor.coalesce | - |
+| 236 | torch.Tensor.conj | [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) | - |
+| 237 | torch.Tensor.cos_ | paddle.Tensor.cos_ | - |
+| 238 | torch.Tensor.cosh | paddle.Tensor.cosh | - |
+| 239 | torch.Tensor.cosh_ | paddle.Tensor.cosh_ | - |
+| 240 | torch.Tensor.cumprod | paddle.Tensor.cumprod | - |
+| 241 | torch.Tensor.cumprod_ | paddle.Tensor.cumprod_ | - |
+| 242 | torch.Tensor.data_ptr | paddle.Tensor.data_ptr | - |
+| 243 | torch.Tensor.deg2rad | paddle.Tensor.deg2rad | - |
+| 244 | torch.Tensor.dense_dim | paddle.Tensor.dense_dim | - |
+| 245 | torch.Tensor.detach_ | paddle.Tensor.detach_ | - |
+| 246 | torch.Tensor.diag_embed | paddle.Tensor.diag_embed | - |
+| 247 | torch.Tensor.diagflat | paddle.Tensor.diagflat | - |
+| 248 | torch.Tensor.digamma | paddle.Tensor.digamma | - |
+| 249 | torch.Tensor.digamma_ | paddle.Tensor.digamma_ | - |
| 250 | [torch.Tensor.dtype](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch-tensor-type) | [paddle.Tensor.dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dtype) | - |
-| 251 | [torch.Tensor.erf](https://pytorch.org/docs/stable/generated/torch.Tensor.erf.html?highlight=erf#torch.Tensor.erf) | [paddle.Tensor.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#erf-name-none) | - |
-| 252 | [torch.Tensor.erfinv](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv.html?highlight=erfinv#torch.Tensor.erfinv) | [paddle.Tensor.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#erfinv-x-name-none) | - |
-| 253 | [torch.Tensor.erfinv_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv_.html?highlight=erfinv_#torch.Tensor.erfinv_) | paddle.Tensor.erfinv_ | - |
-| 254 | [torch.Tensor.exp](https://pytorch.org/docs/stable/generated/torch.Tensor.exp.html?highlight=exp#torch.Tensor.exp) | [paddle.Tensor.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exp-name-none) | - |
-| 255 | [torch.Tensor.exp_](https://pytorch.org/docs/stable/generated/torch.Tensor.exp_.html?highlight=exp_#torch.Tensor.exp_) | [paddle.Tensor.exp_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id7) | - |
-| 256 | [torch.Tensor.expm1](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1.html#torch.Tensor.expm1) | paddle.Tensor.expm1 | - |
-| 257 | [torch.Tensor.floor](https://pytorch.org/docs/stable/generated/torch.Tensor.floor.html?highlight=floor#torch.Tensor.floor) | [paddle.Tensor.floor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_cn.html#floor) | - |
-| 258 | [torch.Tensor.floor_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_.html?highlight=floor_#torch.Tensor.floor_) | [paddle.Tensor.floor_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id10) | - |
-| 259 | [torch.Tensor.frac](https://pytorch.org/docs/stable/generated/torch.Tensor.frac.html?highlight=frac#torch.Tensor.frac) | [paddle.Tensor.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#frac-name-none) | - |
-| 260 | [torch.Tensor.frac_](https://pytorch.org/docs/stable/generated/torch.Tensor.frac_.html) | paddle.Tensor.frac_ | - |
-| 261 | [torch.Tensor.frexp](https://pytorch.org/docs/stable/generated/torch.Tensor.frexp.html#torch-tensor-frexp) | [paddle.Tensor.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#frexp-x) | - |
-| 262 | [torch.Tensor.grad](https://pytorch.org/docs/stable/generated/torch.Tensor.grad.html) | [paddle.Tensor.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#grad) | - |
-| 263 | [torch.Tensor.i0](https://pytorch.org/docs/stable/generated/torch.Tensor.i0.html?highlight=i0#torch.Tensor.i0) | [paddle.Tensor.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#i0-x-name-none) | - |
-| 264 | [torch.Tensor.i0_](https://pytorch.org/docs/stable/generated/torch.Tensor.i0_.html) | paddle.Tensor.i0_ | - |
-| 265 | [torch.Tensor.indices](https://pytorch.org/docs/stable/generated/torch.Tensor.indices.html#torch.Tensor.indices) | [paddle.Tensor.indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/Overview_cn.html) | - |
-| 266 | [torch.Tensor.inverse](https://pytorch.org/docs/stable/generated/torch.Tensor.inverse.html) | paddle.Tensor.inverse | - |
-| 267 | [torch.Tensor.is_complex](https://pytorch.org/docs/stable/generated/torch.Tensor.is_complex.html) | [paddle.Tensor.is_complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-complex) | - |
-| 268 | [torch.Tensor.is_floating_point](https://pytorch.org/docs/stable/generated/torch.Tensor.is_floating_point.html) | [paddle.Tensor.is_floating_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-floating-point-x) | - |
+| 251 | torch.Tensor.erf | paddle.Tensor.erf | - |
+| 252 | torch.Tensor.erfinv | paddle.Tensor.erfinv | - |
+| 253 | torch.Tensor.erfinv_ | paddle.Tensor.erfinv_ | - |
+| 254 | torch.Tensor.exp | paddle.Tensor.exp | - |
+| 255 | torch.Tensor.exp_ | paddle.Tensor.exp_ | - |
+| 256 | torch.Tensor.expm1 | paddle.Tensor.expm1 | - |
+| 257 | torch.Tensor.floor | paddle.Tensor.floor | - |
+| 258 | torch.Tensor.floor_ | paddle.Tensor.floor_ | - |
+| 259 | torch.Tensor.frac | paddle.Tensor.frac | - |
+| 260 | torch.Tensor.frac_ | paddle.Tensor.frac_ | - |
+| 261 | torch.Tensor.frexp | paddle.Tensor.frexp | - |
+| 262 | torch.Tensor.grad | paddle.Tensor.grad | - |
+| 263 | torch.Tensor.i0 | paddle.Tensor.i0 | - |
+| 264 | torch.Tensor.i0_ | paddle.Tensor.i0_ | - |
+| 265 | torch.Tensor.indices | paddle.Tensor.indices | - |
+| 266 | torch.Tensor.inverse | paddle.Tensor.inverse | - |
+| 267 | torch.Tensor.is_complex | paddle.Tensor.is_complex | - |
+| 268 | torch.Tensor.is_floating_point | paddle.Tensor.is_floating_point | - |
| 269 | torch.Tensor.is_leaf | paddle.Tensor.is_leaf | - |
-| 270 | [torch.Tensor.isfinite](https://pytorch.org/docs/stable/generated/torch.Tensor.isfinite.html) | [paddle.Tensor.isfinite](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isfinite-name-none) | - |
-| 271 | [torch.Tensor.isinf](https://pytorch.org/docs/stable/generated/torch.Tensor.isinf.html) | [paddle.Tensor.isinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isinf-name-none) | - |
-| 272 | [torch.Tensor.isneginf](https://pytorch.org/docs/stable/generated/torch.Tensor.isneginf.html#torch.Tensor.isneginf) | [paddle.Tensor.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isneginf-name-none) | - |
-| 273 | [torch.Tensor.isposinf](https://pytorch.org/docs/stable/generated/torch.Tensor.isposinf.html#torch.Tensor.isposinf) | [paddle.Tensor.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isposinf-name-none) | - |
-| 274 | [torch.Tensor.isreal](https://pytorch.org/docs/stable/generated/torch.Tensor.isreal.html#torch.Tensor.isreal) | [paddle.Tensor.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isreal-name-none) | - |
-| 275 | [torch.Tensor.istft](https://pytorch.org/docs/stable/generated/torch.Tensor.istft.html#torch.Tensor.istft) | paddle.Tensor.istft | - |
-| 276 | [torch.Tensor.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html#torch.lgamma) | [paddle.Tensor.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html) | - |
-| 277 | [torch.Tensor.lgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.lgamma_.html) | paddle.Tensor.lgamma_ | - |
-| 278 | [torch.Tensor.log10](https://pytorch.org/docs/stable/generated/torch.Tensor.log10.html#torch.Tensor.log10) | [paddle.Tensor.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log10-name-none) | - |
-| 279 | [torch.Tensor.log10_](https://pytorch.org/docs/stable/generated/torch.Tensor.log10_.html) | [paddle.Tensor.log10_](e) | - |
-| 280 | [torch.Tensor.log1p](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p.html#torch.Tensor.log1p) | [paddle.Tensor.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log1p-name-none) | - |
-| 281 | [torch.Tensor.log1p_](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p_.html) | paddle.Tensor.log1p_ | - |
-| 282 | [torch.Tensor.log2](https://pytorch.org/docs/stable/generated/torch.Tensor.log2.html#torch.Tensor.log2) | [paddle.Tensor.log2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log2-name-none) | - |
-| 283 | [torch.Tensor.log2_](https://pytorch.org/docs/stable/generated/torch.Tensor.log2_.html) | paddle.Tensor.log2_ | - |
-| 284 | [torch.Tensor.log_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_.html) | paddle.Tensor.log_ | - |
-| 285 | [torch.Tensor.logit](https://pytorch.org/docs/stable/generated/torch.Tensor.logit.html) | [paddle.Tensor.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logit-eps-none-name-none) | - |
-| 286 | [torch.Tensor.logit_](https://pytorch.org/docs/stable/generated/torch.Tensor.logit_.html) | [paddle.Tensor.logit_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html) | - |
-| 287 | [torch.Tensor.lu](https://pytorch.org/docs/stable/generated/torch.Tensor.lu.html) | paddle.Tensor.lu | - |
-| 288 | [torch.Tensor.mT](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mT) | [paddle.Tensor.mT](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/dygraph/math_op_patch.py#L208) | - |
-| 289 | [torch.Tensor.masked_scatter_](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_scatter_.html?highlight=masked_scatter#torch.Tensor.masked_scatter_) | paddle.Tensor.masked_scatter_ | - |
-| 290 | [torch.Tensor.masked_select](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_select.html?highlight=masked_select#torch.Tensor.masked_select) | [paddle.Tensor.masked_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#masked-select-mask-name-none) | - |
-| 291 | [torch.Tensor.matrix_power](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_power.html) | [paddle.Tensor.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#matrix-power-x-n-name-none) | - |
-| 292 | [torch.Tensor.mm](https://pytorch.org/docs/stable/generated/torch.Tensor.mm.html) | [paddle.Tensor.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mm-mat2-name-none) | - |
-| 293 | [torch.Tensor.moveaxis](https://pytorch.org/docs/stable/generated/torch.Tensor.moveaxis.html) | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | - |
-| 294 | [torch.Tensor.mv](https://pytorch.org/docs/stable/generated/torch.Tensor.mv.html) | [paddle.Tensor.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mv-vec-name-none) | - |
-| 295 | [torch.Tensor.nan_to_num](https://pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num.html#torch.Tensor.nan_to_num) | [paddle.Tensor.nan_to_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nan-to-num) | - |
-| 296 | [torch.Tensor.nan_to_num_](https://pytorch.org/docs/stable/generated/torch.Tensor.nan_to_num_.html#torch.Tensor.nan_to_num_) | paddle.Tensor.nan_to_num_ | - |
-| 297 | [torch.Tensor.ndimension](https://pytorch.org/docs/stable/generated/torch.Tensor.ndimension.html?highlight=ndimension#torch.Tensor.ndimension) | [paddle.Tensor.ndimension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#ndimension) | - |
-| 298 | [torch.Tensor.neg](https://pytorch.org/docs/stable/generated/torch.Tensor.neg.html?highlight=neg#torch.Tensor.neg) | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#neg-name-none) | - |
-| 299 | [torch.Tensor.neg_](https://pytorch.org/docs/stable/generated/torch.Tensor.neg_.html) | paddle.Tensor.neg_ | - |
-| 300 | [torch.Tensor.pin_memory](https://pytorch.org/docs/stable/generated/torch.Tensor.pin_memory.html?highlight=pin_mem#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) | - |
-| 301 | [torch.Tensor.polygamma](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma.html?highlight=tensor+polygamma#torch.Tensor.polygamma) | [paddle.Tensor.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/polygamma_cn.html#polygamma) | - |
-| 302 | [torch.Tensor.polygamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma_.html) | paddle.Tensor.polygamma_ | - |
-| 303 | [torch.Tensor.rad2deg](https://pytorch.org/docs/stable/generated/torch.Tensor.rad2deg.html#torch-tensor-rad2deg) | [paddle.Tensor.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#rad2deg-x-name-none) | - |
-| 304 | [torch.Tensor.reciprocal](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal.html?highlight=torch+tensor+reciprocal#torch.Tensor.reciprocal) | paddle.Tensor.reciprocal | - |
-| 305 | [torch.Tensor.reciprocal_](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal_.html?highlight=torch+tensor+reciprocal_#torch.Tensor.reciprocal_) | [paddle.Tensor.reciprocal_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id11) | - |
-| 306 | [torch.Tensor.register_hook](https://pytorch.org/docs/stable/generated/torch.Tensor.register_hook.html#torch-tensor-register-hook) | [paddle.Tensor.register_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#register-hook-hook) | - |
-| 307 | [torch.Tensor.rsqrt](https://pytorch.org/docs/stable/generated/torch.Tensor.rsqrt) | [paddle.Tensor.rsqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#rsqrt-name-none) | - |
-| 308 | [torch.Tensor.rsqrt_](https://pytorch.org/docs/stable/generated/torch.Tensor.rsqrt_) | [paddle.Tensor.rsqrt_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15) | - |
-| 309 | [torch.Tensor.sgn](https://pytorch.org/docs/stable/generated/torch.Tensor.sgn.html#torch.Tensor.sgn) | [paddle.Tensor.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sgn-name-none) | - |
-| 310 | [torch.Tensor.sigmoid_](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid_) | paddle.Tensor.sigmoid_ | - |
-| 311 | [torch.Tensor.sign](https://pytorch.org/docs/stable/generated/torch.Tensor.sign) | [paddle.Tensor.sign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sign-name-none) | - |
-| 312 | [torch.Tensor.signbit](https://pytorch.org/docs/stable/generated/torch.Tensor.signbit.html#torch-signbit) | [paddle.Tensor.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175) | - |
-| 313 | [torch.Tensor.sin_](https://pytorch.org/docs/stable/generated/torch.Tensor.sin_.html) | paddle.Tensor.sin_ | - |
-| 314 | [torch.Tensor.sinc](https://pytorch.org/docs/stable/generated/torch.Tensor.sinc.html#torch.Tensor.sinc) | [paddle.Tensor.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc) | - |
-| 315 | [torch.Tensor.sinc_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinc_.html#torch-tensor-sinc) | [paddle.Tensor.sinc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc__cn.html#sinc) | - |
-| 316 | [torch.Tensor.sinh](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh.html?highlight=torch+tensor+sinh#torch.Tensor.sinh) | [paddle.Tensor.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sinh-name-none) | - |
-| 317 | [torch.Tensor.sinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh_.html) | paddle.Tensor.sinh_ | - |
-| 318 | [torch.Tensor.sparse_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_dim.html#torch.Tensor.sparse_dim) | [paddle.Tensor.sparse_dim](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html) | - |
-| 319 | [torch.Tensor.sqrt](https://pytorch.org/docs/stable/generated/torch.sqrt.html) | [paddle.Tensor.sqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sqrt-name-none) | - |
-| 320 | [torch.Tensor.sqrt_](https://pytorch.org/docs/stable/generated/torch.Tensor.sqrt_.html?highlight=torch+tensor+sqrt_#torch.Tensor.sqrt_) | [paddle.Tensor.sqrt_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id18) | - |
-| 321 | [torch.Tensor.t](https://pytorch.org/docs/stable/generated/torch.Tensor.t.html#torch.Tensor.t) | [paddle.Tensor.t](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#t-name-none) | - |
-| 322 | [torch.Tensor.t_](https://pytorch.org/docs/stable/generated/torch.Tensor.t_.html#torch.Tensor.t_) | paddle.Tensor.t_ | - |
-| 323 | [torch.Tensor.tan](https://pytorch.org/docs/stable/generated/torch.Tensor.tan.html#torch.Tensor.tan) | paddle.Tensor.tan | - |
-| 324 | [torch.Tensor.tan_](https://pytorch.org/docs/stable/generated/torch.Tensor.tan_.html) | paddle.Tensor.tan_ | - |
-| 325 | [torch.Tensor.tanh](https://pytorch.org/docs/stable/generated/torch.Tensor.tanh.html#torch.Tensor.tanh) | [paddle.Tensor.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tanh-name-none) | - |
-| 326 | [torch.Tensor.tanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.tanh_.html#torch.Tensor.tanh_) | [paddle.Tensor.tanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22) | - |
-| 327 | [torch.Tensor.to_dense](https://pytorch.org/docs/stable/generated/torch.Tensor.to_dense.html#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) | - |
-| 328 | [torch.Tensor.tril_](https://pytorch.org/docs/stable/generated/torch.Tensor.tril_.html#torch.Tensor.tril_) | paddle.Tensor.tril_ | - |
-| 329 | [torch.Tensor.triu_](https://pytorch.org/docs/stable/generated/torch.Tensor.triu_.html#torch.Tensor.triu_) | paddle.Tensor.triu_ | - |
-| 330 | [torch.Tensor.trunc](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc.html#torch.Tensor.trunc) | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | - |
-| 331 | [torch.Tensor.trunc_](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc_.html) | paddle.Tensor.trunc_ | - |
-| 332 | [torch.Tensor.values](https://pytorch.org/docs/stable/generated/torch.Tensor.values.html?highlight=torch+tensor+values#torch.Tensor.values) | [paddle.Tensor.values](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/Overview_cn.html) | - |
+| 270 | torch.Tensor.isfinite | paddle.Tensor.isfinite | - |
+| 271 | torch.Tensor.isinf | paddle.Tensor.isinf | - |
+| 272 | torch.Tensor.isneginf | paddle.Tensor.isneginf | - |
+| 273 | torch.Tensor.isposinf | paddle.Tensor.isposinf | - |
+| 274 | torch.Tensor.isreal | paddle.Tensor.isreal | - |
+| 275 | torch.Tensor.istft | paddle.Tensor.istft | - |
+| 276 | torch.Tensor.lgamma | paddle.Tensor.lgamma | - |
+| 277 | torch.Tensor.lgamma_ | paddle.Tensor.lgamma_ | - |
+| 278 | torch.Tensor.log10 | paddle.Tensor.log10 | - |
+| 279 | torch.Tensor.log10_ | paddle.Tensor.log10_ | - |
+| 280 | torch.Tensor.log1p | paddle.Tensor.log1p | - |
+| 281 | torch.Tensor.log1p_ | paddle.Tensor.log1p_ | - |
+| 282 | torch.Tensor.log2 | paddle.Tensor.log2 | - |
+| 283 | torch.Tensor.log2_ | paddle.Tensor.log2_ | - |
+| 284 | torch.Tensor.log_ | paddle.Tensor.log_ | - |
+| 285 | torch.Tensor.logit | paddle.Tensor.logit | - |
+| 286 | torch.Tensor.logit_ | paddle.Tensor.logit_ | - |
+| 287 | torch.Tensor.lu | paddle.Tensor.lu | - |
+| 288 | torch.Tensor.mT | paddle.Tensor.mT | - |
+| 289 | torch.Tensor.masked_scatter_ | paddle.Tensor.masked_scatter_ | - |
+| 290 | torch.Tensor.masked_select | paddle.Tensor.masked_select | - |
+| 291 | torch.Tensor.matrix_power | paddle.Tensor.matrix_power | - |
+| 292 | torch.Tensor.mm | paddle.Tensor.mm | - |
+| 293 | torch.Tensor.moveaxis | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | - |
+| 294 | torch.Tensor.mv | paddle.Tensor.mv | - |
+| 295 | torch.Tensor.nan_to_num | paddle.Tensor.nan_to_num | - |
+| 296 | torch.Tensor.nan_to_num_ | paddle.Tensor.nan_to_num_ | - |
+| 297 | torch.Tensor.ndimension | paddle.Tensor.ndimension | - |
+| 298 | torch.Tensor.neg | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) | - |
+| 299 | torch.Tensor.neg_ | paddle.Tensor.neg_ | - |
+| 300 | torch.Tensor.pin_memory | paddle.Tensor.pin_memory | - |
+| 301 | torch.Tensor.polygamma | paddle.Tensor.polygamma | - |
+| 302 | torch.Tensor.polygamma_ | paddle.Tensor.polygamma_ | - |
+| 303 | torch.Tensor.rad2deg | paddle.Tensor.rad2deg | - |
+| 304 | torch.Tensor.reciprocal | paddle.Tensor.reciprocal | - |
+| 305 | torch.Tensor.reciprocal_ | paddle.Tensor.reciprocal_ | - |
+| 306 | torch.Tensor.register_hook | paddle.Tensor.register_hook | - |
+| 307 | torch.Tensor.rsqrt | paddle.Tensor.rsqrt | - |
+| 308 | torch.Tensor.rsqrt_ | paddle.Tensor.rsqrt_ | - |
+| 309 | torch.Tensor.sgn | paddle.Tensor.sgn | - |
+| 310 | torch.Tensor.sigmoid_ | paddle.Tensor.sigmoid_ | - |
+| 311 | torch.Tensor.sign | paddle.Tensor.sign | - |
+| 312 | torch.Tensor.signbit | paddle.Tensor.signbit | - |
+| 313 | torch.Tensor.sin_ | paddle.Tensor.sin_ | - |
+| 314 | torch.Tensor.sinc | paddle.Tensor.sinc | - |
+| 315 | torch.Tensor.sinc_ | paddle.Tensor.sinc_ | - |
+| 316 | torch.Tensor.sinh | paddle.Tensor.sinh | - |
+| 317 | torch.Tensor.sinh_ | paddle.Tensor.sinh_ | - |
+| 318 | torch.Tensor.sparse_dim | paddle.Tensor.sparse_dim | - |
+| 319 | torch.Tensor.sqrt | paddle.Tensor.sqrt | - |
+| 320 | torch.Tensor.sqrt_ | paddle.Tensor.sqrt_ | - |
+| 321 | torch.Tensor.t | paddle.Tensor.t | - |
+| 322 | torch.Tensor.t_ | paddle.Tensor.t_ | - |
+| 323 | torch.Tensor.tan | paddle.Tensor.tan | - |
+| 324 | torch.Tensor.tan_ | paddle.Tensor.tan_ | - |
+| 325 | torch.Tensor.tanh | paddle.Tensor.tanh | - |
+| 326 | torch.Tensor.tanh_ | paddle.Tensor.tanh_ | - |
+| 327 | torch.Tensor.to_dense | paddle.Tensor.to_dense | - |
+| 328 | torch.Tensor.tril_ | paddle.Tensor.tril_ | - |
+| 329 | torch.Tensor.triu_ | paddle.Tensor.triu_ | - |
+| 330 | torch.Tensor.trunc | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | - |
+| 331 | torch.Tensor.trunc_ | paddle.Tensor.trunc_ | - |
+| 332 | torch.Tensor.values | paddle.Tensor.values | - |
| 333 | torch.\_\_version\_\_ | paddle.\_\_version\_\_ | - |
| 334 | torch.\_\_version\_\_.split | paddle.\_\_version\_\_.split | - |
-| 335 | [torch.diag_embed](https://pytorch.org/docs/stable/generated/torch.diag_embed.html) | [paddle.diag_embed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/diag_embed_cn.html) | - |
-| 336 | [torch.distributed.ReduceOp.MAX](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.MAX](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | - |
-| 337 | [torch.distributed.ReduceOp.MIN](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.MIN](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | - |
-| 338 | [torch.distributed.ReduceOp.SUM](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.SUM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | - |
-| 339 | [torch.distributed.batch_isend_irecv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.batch_isend_irecv) | [paddle.distributed.batch_isend_irecv](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distributed/communication/batch_isend_irecv.py#L134) | - |
-| 340 | [torch.distributed.get_backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.get_backend) | [paddle.distributed.get_backend](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/get_backend_cn.html#get-backend) | - |
-| 341 | [torch.distributed.is_available](https://pytorch.org/docs/stable/distributed.html#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) | - |
-| 342 | [torch.distributed.is_initialized](https://pytorch.org/docs/stable/distributed.html#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) | - |
-| 343 | [torch.e](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) | [paddle.e](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L787) | - |
-| 344 | [torch.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html?highlight=enable_grad#torch.enable_grad) | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | - |
-| 345 | [torch.inf](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) | [paddle.inf](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L784) | - |
-| 346 | [torch.is_grad_enabled](https://pytorch.org/docs/stable/generated/torch.is_grad_enabled.html?highlight=torch+is_grad_enabled#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) | - |
-| 347 | [torch.nan](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1815) | [paddle.nan](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L785) | - |
-| 348 | [torch.newaxis](https://github.com/pytorch/pytorch/blob/main/torch/__init__.py#L1814) | [paddle.newaxis](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L783) | - |
-| 349 | [torch.nn.LogSigmoid](https://pytorch.org/docs/stable/generated/torch.nn.LogSigmoid.html) | [paddle.nn.LogSigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/LogSigmoid_cn.html#logsigmoid) | - |
-| 350 | [torch.nn.Sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Sigmoid.html) | [paddle.nn.Sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Sigmoid_cn.html#sigmoid) | - |
-| 351 | [torch.nn.Softplus](https://pytorch.org/docs/stable/generated/torch.nn.Softplus.html) | [paddle.nn.Softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Softplus_cn.html) | - |
-| 352 | [torch.nn.Softsign](https://pytorch.org/docs/stable/generated/torch.nn.Softsign.html) | [paddle.nn.Softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Softsign_cn.html) | - |
-| 353 | [torch.nn.Tanh](https://pytorch.org/docs/stable/generated/torch.nn.Tanh.html) | [paddle.nn.Tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Tanh_cn.html) | - |
-| 354 | [torch.nn.Tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.Tanhshrink.html) | [paddle.nn.Tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Tanhshrink_cn.html) | - |
-| 355 | [torch.nn.TransformerDecoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoder.html#transformerdecoder) | [paddle.nn.TransformerDecoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoder_cn.html) | - |
-| 356 | [torch.nn.TripletMarginWithDistanceLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginWithDistanceLoss.html) | [paddle.nn.TripletMarginWithDistanceLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/TripletMarginWithDistanceLoss_cn.html#tripletmarginwithdistanceloss) | - |
-| 357 | [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) | [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) | - |
-| 358 | [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) | [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) | - |
-| 359 | [torch.pi](https://github.com/pytorch/pytorch) | [paddle.pi](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L786) | - |
-| 360 | [torch.set_default_dtype](https://pytorch.org/docs/stable/generated/torch.set_default_dtype.html) | [paddle.set_default_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html) | - |
-| 361 | [torch.t](https://pytorch.org/docs/stable/generated/torch.t.html) | [paddle.t](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/t_cn.html) | - |
-| 362 | [torch.utils.cpp_extension.BuildExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=cpp_extension#torch.utils.cpp_extension.BuildExtension) | paddle.utils.cpp_extension.BuildExtension | - |
+| 335 | torch.diag_embed | paddle.diag_embed | - |
+| 336 | torch.distributed.ReduceOp.MAX | paddle.distributed.ReduceOp.MAX | - |
+| 337 | torch.distributed.ReduceOp.MIN | paddle.distributed.ReduceOp.MIN | - |
+| 338 | torch.distributed.ReduceOp.SUM | paddle.distributed.ReduceOp.SUM | - |
+| 339 | torch.distributed.batch_isend_irecv | paddle.distributed.batch_isend_irecv | - |
+| 340 | torch.distributed.get_backend | paddle.distributed.get_backend | - |
+| 341 | torch.distributed.is_available | paddle.distributed.is_available | - |
+| 342 | torch.distributed.is_initialized | paddle.distributed.is_initialized | - |
+| 343 | torch.e | paddle.e | - |
+| 344 | torch.enable_grad | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | - |
+| 345 | torch.inf | paddle.inf | - |
+| 346 | torch.is_grad_enabled | paddle.is_grad_enabled | - |
+| 347 | torch.nan | paddle.nan | - |
+| 348 | torch.newaxis | paddle.newaxis | - |
+| 349 | torch.nn.LogSigmoid | paddle.nn.LogSigmoid | - |
+| 350 | torch.nn.Sigmoid | paddle.nn.Sigmoid | - |
+| 351 | torch.nn.Softplus | paddle.nn.Softplus | - |
+| 352 | torch.nn.Softsign | paddle.nn.Softsign | - |
+| 353 | torch.nn.Tanh | paddle.nn.Tanh | - |
+| 354 | torch.nn.Tanhshrink | paddle.nn.Tanhshrink | - |
+| 355 | torch.nn.TransformerDecoder | paddle.nn.TransformerDecoder | - |
+| 356 | torch.nn.TripletMarginWithDistanceLoss | paddle.nn.TripletMarginWithDistanceLoss | - |
+| 357 | torch.nn.utils.parameters_to_vector | paddle.nn.utils.parameters_to_vector | - |
+| 358 | torch.nn.utils.vector_to_parameters | paddle.nn.utils.vector_to_parameters | - |
+| 359 | torch.pi | paddle.pi | - |
+| 360 | torch.set_default_dtype | [paddle.set_default_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html#set-default-dtype) | - |
+| 361 | torch.t | paddle.t | - |
+| 362 | torch.utils.cpp_extension.BuildExtension | paddle.utils.cpp_extension.BuildExtension | - |
| 363 | torch.utils.cpp_extension.BuildExtension.with_options | paddle.utils.cpp_extension.BuildExtension.with_options | - |
-| 364 | [torch.Tensor.element_size](https://pytorch.org/docs/stable/generated/torch.Tensor.element_size.html?highlight=element_size#torch.Tensor.element_size) | [paddle.Tensor.element_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#element-size) | - |
-| 365 | [torch.Tensor.view_as](https://pytorch.org/docs/stable/generated/torch.Tensor.view_as.html?highlight=view_as#torch.Tensor.view_as) | [paddle.Tensor.view_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#view-as-x-other-name-none) | - |
+| 364 | torch.Tensor.element_size | paddle.Tensor.element_size | - |
+| 365 | torch.Tensor.view_as | paddle.Tensor.view_as | - |
| 366 | torch.dtype | paddle.dtype | - |
| 367 | torch.Tensor.\_\_and\_\_ | paddle.Tensor.\_\_and\_\_ | - |
| 368 | torch.Tensor.\_\_array\_\_ | paddle.Tensor.\_\_array\_\_ | - |
@@ -510,18 +510,18 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 461 | torch.conv1d | paddle.conv1d | - |
| 462 | torch.conv2d | paddle.conv2d | - |
| 463 | torch.conv3d | paddle.conv3d | - |
-| 464 | [torch.complex128](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.complex128](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L34) | - |
-| 465 | [torch.complex64](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.complex64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L33) | - |
-| 466 | [torch.float64](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.float64](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L29) | - |
-| 467 | [torch.float16](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.float16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L30) | - |
-| 468 | [torch.int16](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.int16](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L24) | - |
-| 469 | [torch.int8](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.int8](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L23) | - |
+| 464 | torch.complex128 | paddle.complex128 | - |
+| 465 | torch.complex64 | paddle.complex64 | - |
+| 466 | torch.float64 | paddle.float64 | - |
+| 467 | torch.float16 | paddle.float16 | - |
+| 468 | torch.int16 | paddle.int16 | - |
+| 469 | torch.int8 | paddle.int8 | - |
| 470 | [torch.Tensor.narrow](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow.html#torch.Tensor.narrow) | paddle.Tensor.narrow | - |
| 471 | [torch.narrow](https://pytorch.org/docs/stable/generated/torch.narrow.html?highlight=narrow#torch.narrow) | paddle.narrow | - |
| 472 | [torch.Tensor.type_as](https://pytorch.org/docs/stable/generated/torch.Tensor.type_as.html) | paddle.Tensor.type_as | - |
| 473 | [torch.nn.Sequential](https://pytorch.org/docs/stable/generated/torch.nn.Sequential.html#torch.nn.Sequential) | [paddle.nn.Sequential](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Sequential_cn.html) | - |
| 474 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.CUDA_HOME | - |
-| 475 | [torch.Tensor.is_coalesced](https://pytorch.org/docs/stable/generated/torch.Tensor.is_coalesced.html#torch-tensor-is-coalesced) | [paddle.Tensor.is_coalesced](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-coalesced) | - |
+| 475 | torch.Tensor.is_coalesced | paddle.Tensor.is_coalesced | - |
| 476 | torch.torch.int32 | paddle.paddle.int32 | - |
| 477 | [torch.transpose](https://pytorch.org/docs/stable/generated/torch.transpose.html?highlight=transpose#torch.transpose) | [paddle.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/transpose_cn.html#transpose) | - |
| 478 | [torch.Tensor.transpose](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose.html) | [paddle.Tensor.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#transpose-perm-name-none) | - |
@@ -532,7 +532,7 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 483 | [torch.outer](https://pytorch.org/docs/stable/generated/torch.outer.html#torch.outer) | [paddle.outer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/outer_cn.html) | - |
| 484 | [torch.nn.functional.sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.html?highlight=sigmoid#torch.nn.functional.sigmoid) | [paddle.nn.functional.sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/sigmoid_cn.html) | - |
| 485 | [torch.Tensor.requires_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad.html#torch-tensor-requires-grad) | paddle.Tensor.requires_grad | - |
-| 486 | [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch-tensor) | [paddle.Tensor.data](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#data) | - |
+| 486 | torch.Tensor.data | paddle.Tensor.data | - |
| 487 | [torch.Tensor.cpu](https://pytorch.org/docs/stable/generated/torch.Tensor.cpu.html?highlight=torch+tensor+cpu#torch.Tensor.cpu) | [paddle.Tensor.cpu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cpu) | - |
| 488 | torch.Tensor.\_\_add\_\_ | paddle.Tensor.\_\_add\_\_ | - |
| 489 | torch.Tensor.\_\_ge\_\_ | paddle.Tensor.\_\_ge\_\_ | - |
@@ -559,7 +559,7 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 510 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | paddle.Tensor.le | - |
| 511 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | paddle.Tensor.lt | - |
| 512 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | paddle.Tensor.ne | - |
-| 513 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | paddle.manual_seed | - |
+| 513 | torch.manual_seed | paddle.manual_seed | - |
| 514 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | paddle.asarray | - |
| 515 | [torch.gather](https://pytorch.org/docs/stable/generated/torch.gather.html?highlight=gather#torch.gather) | [paddle.gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gather_cn.html#gather) | - |
| 516 | [torch.Tensor.gather](https://pytorch.org/docs/stable/generated/torch.Tensor.gather.html?highlight=gather#torch.Tensor.gather) | paddle.Tensor.gather | - |
@@ -599,7 +599,7 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 4 | [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) |
| 5 | [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) |
| 6 | [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) |
-| 7 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](paddlepaddle.org.cn/documentation/docs/zh/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) |
+| 7 | [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) |
| 8 | [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) |
| 9 | [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) |
| 10 | [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) |
@@ -612,7 +612,7 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 17 | [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) |
| 18 | [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) |
| 19 | [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) |
-| 20 | [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/Tensor_cn.html#neg-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.negative.html) |
+| 20 | [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) |
| 21 | [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) |
| 22 | [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) |
| 23 | [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) |
@@ -708,7 +708,7 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 113 | [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) | [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-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.real.html) |
| 114 | torch.autograd.function.FunctionCtx.saved_tensors | paddle.autograd.PyLayerContext.saved_tensor | - |
| 115 | [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) |
-| 116 | [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) | [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) | - |
+| 116 | [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) | [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) | [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.PreTrainedTokenizer.html) |
| 117 | [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) | [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) | [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.utils.GenerateOutput.html) |
| 118 | [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) | [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) | [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.modeling_outputs.BaseModelOutputWithPast.html) |
| 119 | [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) | [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) | [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.modeling_outputs.CausalLMOutputWithPast.html) |
diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/get_api_difference_info.py b/docs/guides/model_convert/convert_from_pytorch/tools/get_api_difference_info.py
index 852c41cf97e..06b90683c38 100644
--- a/docs/guides/model_convert/convert_from_pytorch/tools/get_api_difference_info.py
+++ b/docs/guides/model_convert/convert_from_pytorch/tools/get_api_difference_info.py
@@ -21,6 +21,7 @@
[
"无参数",
"参数完全一致",
+ "仅 API 调用方式不一致",
"仅参数名不一致",
"paddle 参数更多",
"参数默认值不一致",
@@ -476,7 +477,7 @@ def get_meta_from_diff_file(
)
# 允许没有参数映射列表
- if mapping_type in ["无参数", "组合替代实现"]:
+ if mapping_type in ["无参数", "组合替代实现", "仅 API 调用方式不一致"]:
if state == ParserState.wait_for_args:
state = ParserState.end
# 必须有参数映射列表,但是可以随时停止
From c7cca9f6f0be248285037d3b78f673a360ad81c3 Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Mon, 29 Sep 2025 07:23:26 +0000
Subject: [PATCH 08/14] =?UTF-8?q?=E5=88=A0=E9=99=A4=E5=92=8C=E4=BF=AE?=
=?UTF-8?q?=E6=AD=A3=E7=AC=AC=E4=B8=80=E7=B1=BBapi?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.../invok_diff_only/torch.Tenosr.dtype.md | 15 ---------------
.../invok_diff_only/torch.Tensor.T__upper.md | 15 ---------------
.../invok_diff_only/torch.cuda.current_device.md | 15 ---------------
.../invok_diff_only/torch.cuda.device_count.md | 15 ---------------
.../invok_diff_only/torch.cuda.empty_cache.md | 15 ---------------
.../torch.cuda.get_device_capability.md | 15 ---------------
.../invok_diff_only/torch.cuda.manual_seed_all.md | 15 ---------------
.../torch.cuda.memory_allocated.md | 15 ---------------
.../invok_diff_only/torch.cuda.memory_reserved.md | 15 ---------------
9 files changed, 135 deletions(-)
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tenosr.dtype.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.T__upper.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.current_device.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.device_count.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.empty_cache.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md
delete mode 100644 docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tenosr.dtype.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tenosr.dtype.md
deleted file mode 100644
index 09a3c7109fa..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tenosr.dtype.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致] 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/invok_diff_only/torch.Tensor.T__upper.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.T__upper.md
deleted file mode 100644
index cc48ca0e1da..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.T__upper.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致] 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/invok_diff_only/torch.cuda.current_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.current_device.md
deleted file mode 100644
index 19475adad15..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.current_device.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致]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/invok_diff_only/torch.cuda.device_count.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.device_count.md
deleted file mode 100644
index 5984a668ec7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.device_count.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致]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/invok_diff_only/torch.cuda.empty_cache.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.empty_cache.md
deleted file mode 100644
index 1c07fca502e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.empty_cache.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致]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/invok_diff_only/torch.cuda.get_device_capability.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md
deleted file mode 100644
index 8ef4d644d98..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_capability.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致]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:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md
deleted file mode 100644
index cee3d201206..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.manual_seed_all.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致]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:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md
deleted file mode 100644
index 27a6edffced..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_allocated.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致]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:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md
deleted file mode 100644
index 0bd36eb56ac..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.memory_reserved.md
+++ /dev/null
@@ -1,15 +0,0 @@
-## [仅 API 调用方式不一致]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:
From 51611f0f5fe4c9de6a91f35bb9868b1d7fe4dfdc Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Mon, 29 Sep 2025 08:44:22 +0000
Subject: [PATCH 09/14] codestyle
---
.../invok_diff_only/transformers.PreTrainedTokenizer.md | 1 -
1 file changed, 1 deletion(-)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
index 3ab940588df..db4ee8ffaa8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.PreTrainedTokenizer.md
@@ -13,4 +13,3 @@ paddlenlp.transformers.PretrainedTokenizer(**kwargs)
```
功能一致,参数完全一致,具体如下:
-
From 2b017ce537fd97ef8a81715077b7c835449c9a5c Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Mon, 29 Sep 2025 10:12:28 +0000
Subject: [PATCH 10/14] =?UTF-8?q?=E5=88=A0=E9=99=A43-12=E7=B1=BB=E5=88=AB?=
=?UTF-8?q?=E4=B8=8B=E7=AC=AC1=E7=B1=BB=20api=20=E7=9A=84=E5=B7=AE?=
=?UTF-8?q?=E5=BC=82=E6=96=87=E6=A1=A3=EF=BC=8C=E5=AE=9E=E7=8E=B0=E7=AC=AC?=
=?UTF-8?q?1=E7=B1=BBttorch=20api=20=E7=9A=84url=E8=87=AA=E5=8A=A8?=
=?UTF-8?q?=E7=94=9F=E6=88=90?=
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Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
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diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.all.md
deleted file mode 100644
index 2a6bbd15009..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.all.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.all
-
-### [torch.Tensor.all](https://pytorch.org/docs/stable/generated/torch.Tensor.all.html?highlight=torch+tensor+all#torch.Tensor.all)
-
-```python
-torch.Tensor.all(dim=None, keepdim=False)
-```
-
-### [paddle.Tensor.all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#all-axis-none-keepdim-false-name-none)
-
-```python
-paddle.Tensor.all(axis=None,
- keepdim=False,
- name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| dim | axis | 表示运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度,参数完全一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.amax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.amax.md
deleted file mode 100644
index 6c10d1956b3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.amax.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.amax
-
-### [torch.Tensor.amax](https://pytorch.org/docs/stable/generated/torch.Tensor.amax.html)
-
-```python
-torch.Tensor.amax(dim=None, keepdim=False)
-```
-
-### [paddle.Tensor.amax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#amax-axis-none-keepdim-false-name-none)
-
-```python
-paddle.Tensor.amax(axis=None, keepdim=False, name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------ |
-| dim | axis | 求最大值运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.amin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.amin.md
deleted file mode 100644
index fc9aa8da9dd..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.amin.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.amin
-
-### [torch.Tensor.amin](https://pytorch.org/docs/stable/generated/torch.Tensor.amin.html)
-
-```python
-torch.Tensor.amin(dim=None, keepdim=False)
-```
-
-### [paddle.Tensor.amin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#amin-axis-none-keepdim-false-name-none)
-
-```python
-paddle.Tensor.amin(axis=None, keepdim=False, name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------ |
-| dim | axis | 求最小值运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.any.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.any.md
deleted file mode 100644
index c9f264ba3d6..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.any.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.any
-
-### [torch.Tensor.any](https://pytorch.org/docs/stable/generated/torch.Tensor.any.html?highlight=torch+tensor+any#torch.Tensor.any)
-
-```python
-torch.Tensor.any(dim=None, keepdim=False)
-```
-
-### [paddle.Tensor.any](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#any-axis-none-keepdim-false-name-none)
-
-```python
-paddle.Tensor.any(axis=None,
- keepdim=False,
- name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| dim | axis | 表示运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度,参数完全一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.argmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.argmax.md
deleted file mode 100644
index 3d8efe05b8b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.argmax.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.argmax
-
-### [torch.Tensor.argmax](https://pytorch.org/docs/stable/generated/torch.Tensor.argmax.html)
-
-```python
-torch.Tensor.argmax(dim=None, keepdim=False)
-```
-
-### [paddle.Tensor.argmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#argmax-axis-none-keepdim-false-dtype-int64-name-none)
-
-```python
-paddle.Tensor.argmax(axis=None, keepdim=False, dtype=int64, name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------ |
-| dim | axis | 指定对输入 Tensor 进行运算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| - | dtype | 指定返回类型,PyTorch 无此参数,Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.argmin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.argmin.md
deleted file mode 100644
index 9445d4f67a8..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.argmin.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.argmin
-
-### [torch.Tensor.argmin](https://pytorch.org/docs/stable/generated/torch.Tensor.argmin.html)
-
-```python
-torch.Tensor.argmin(dim=None, keepdim=False)
-```
-
-### [paddle.Tensor.argmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#argmin-axis-none-keepdim-false-dtype-int64-name-none)
-
-```python
-paddle.Tensor.argmin(axis=None, keepdim=False, dtype=int64, name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------ |
-| dim | axis | 指定对输入 Tensor 进行运算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.argsort.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.argsort.md
deleted file mode 100644
index 23ed3908d03..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.argsort.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.argsort
-
-### [torch.Tensor.argsort](https://pytorch.org/docs/stable/generated/torch.Tensor.argsort.html)
-
-```python
-torch.Tensor.argsort(dim=-1, descending=False, *, stable=False)
-```
-
-### [paddle.Tensor.argsort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#argsort-axis-1-descending-false-name-none)
-
-```python
-paddle.Tensor.argsort(axis=-1, descending=False, stable=False, name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ---------- | ------------ | -- |
-| dim | axis | 指定对输入 Tensor 进行运算的轴,仅参数名不一致。 |
-| descending | descending | 指定算法排序的方向。如果设置为 True,算法按照降序排序。如果设置为 False 或者不设置,按照升序排序。默认值为 False。 |
-| stable | stable | 是否使用稳定排序。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_or_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_or_.md
deleted file mode 100644
index 11d24e17291..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_or_.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.bitwise_or_
-
-### [torch.Tensor.bitwise_or_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or_.html)
-
-```python
-torch.Tensor.bitwise_or_(other)
-```
-
-### [paddle.Tensor.bitwise_or_]()
-
-```python
-paddle.Tensor.bitwise_or_(y)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bmm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bmm.md
deleted file mode 100644
index 966a3056e5c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bmm.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.bmm
-
-### [torch.Tensor.bmm](https://pytorch.org/docs/stable/generated/torch.Tensor.bmm.html)
-
-```python
-torch.Tensor.bmm(mat2)
-```
-
-### [paddle.Tensor.bmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#bmm-y-name-none)
-
-```python
-paddle.Tensor.bmm(y, name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | -- |
-| mat2 | y | 输入 Tensor,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.chunk.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.chunk.md
deleted file mode 100644
index b863d198058..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.chunk.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ] torch.Tensor.chunk
-
-### [torch.Tensor.chunk](https://pytorch.org/docs/stable/generated/torch.Tensor.chunk.html?highlight=chunk#torch.Tensor.chunk)
-
-```python
-torch.Tensor.chunk(chunks, dim=0)
-```
-
-### [paddle.Tensor.chunk](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#chunk-chunks-axis-0-name-none)
-
-```python
-paddle.Tensor.chunk(chunks, axis=0, name=None)
-```
-
-两者功能一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-|------------| ------------ | ------------------------------------------------------ |
-| chunks | chunks | 表示将输入 Tensor 划分成多少个相同大小的子 Tensor。 |
-| dim | axis | 表示需要分割的维度,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cumsum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cumsum.md
deleted file mode 100644
index 839c4143e39..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cumsum.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.cumsum
-
-### [torch.Tensor.cumsum](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum.html?highlight=cumsum#torch.Tensor.cumsum)
-
-```python
-torch.Tensor.cumsum(dim, dtype=None)
-```
-
-### [paddle.Tensor.cumsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cumsum-axis-none-dtype-none-name-none)
-
-```python
-paddle.Tensor.cumsum(axis=None, dtype=None, name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------------------ |
-| dim | axis | 需要累加的维度,仅参数名不一致。 |
-| dtype | dtype | 输出 Tensor 的数据类型。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dot.md
deleted file mode 100644
index 3fb36f220e7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dot.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.dot
-
-### [torch.Tensor.dot](https://pytorch.org/docs/stable/generated/torch.Tensor.dot.html?highlight=dot#torch.Tensor.dot)
-
-```python
-torch.Tensor.dot(tensor)
-```
-
-### [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none)
-
-```python
-paddle.Tensor.dot(y, name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | --------------------------- |
-| tensor | y | 输入 Tensor,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.expand.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.expand.md
deleted file mode 100644
index ce20cb5983d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.expand.md
+++ /dev/null
@@ -1,28 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.expand
-### [torch.Tensor.expand](https://pytorch.org/docs/stable/generated/torch.Tensor.expand.html?highlight=expand#torch.Tensor.expand)
-
-```python
-torch.Tensor.expand(*size)
-```
-
-### [paddle.Tensor.expand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#expand-shape-name-none)
-
-```python
-paddle.Tensor.expand(shape, name=None)
-```
-
-两者功能一致,仅参数名不一致,具体差异如下:
-### 参数映射
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| size | shape | 扩张后的维度,size 是可变参数,paddle 是 list/tuple |
-
-### 转写示例
-#### size: 扩张后的维度
-```python
-# torch 写法
-x.expand(3, 4)
-
-# paddle 写法
-x.expand(shape=[3, 4])
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.expand_as.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.expand_as.md
deleted file mode 100644
index ff732e2a693..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.expand_as.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.expand_as
-
-### [torch.Tensor.expand_as](https://pytorch.org/docs/stable/generated/torch.Tensor.expand_as.html?highlight=expand_as)
-
-```python
-torch.Tensor.expand_as(other)
-```
-
-### [paddle.Tensor.expand_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#expand-as-y-name-none)
-
-```python
-paddle.Tensor.expand_as(y)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------------------------ |
-| other | y | 给定输入扩展后的形状,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.flatten.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.flatten.md
deleted file mode 100644
index 093db48771d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.flatten.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.flatten
-
-### [torch.Tensor.flatten](https://pytorch.org/docs/stable/generated/torch.Tensor.flatten.html?highlight=flatten#torch.Tensor.flatten)
-
-```python
-torch.Tensor.flatten(start_dim=0, end_dim=- 1)
-```
-
-### [paddle.Tensor.flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flatten-start-axis-0-stop-axis-1-name-none)
-
-```python
-paddle.Tensor.flatten(start_axis=0, stop_axis=-1, name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| --------- | ------------ | ------------------------------ |
-| start_dim | start_axis | 展开的起始维度,仅参数名不一致。 |
-| end_dim | stop_axis | 展开的结束维度,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_select.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_select.md
deleted file mode 100644
index 5dfdf5ade8a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_select.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.index_select
-
-### [torch.Tensor.index\_select](https://pytorch.org/docs/stable/generated/torch.Tensor.index_select.html)
-
-```python
-torch.Tensor.index_select(dim, index)
-```
-
-### [paddle.Tensor.index\_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#index-select-index-axis-0-name-none)
-
-```python
-paddle.Tensor.index_select(index, axis=0, name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | -- |
-| dim | axis | 索引轴,仅参数名不一致。 |
-| index | index | 包含索引下标的 1-D Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_xor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_xor.md
deleted file mode 100644
index 75374f009d0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_xor.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.logical_xor
-
-### [torch.Tensor.logical_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor.html)
-
-```python
-torch.Tensor.logical_xor(other)
-```
-
-### [paddle.Tensor.logical_xor]()
-
-```python
-paddle.Tensor.logical_xor(y)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logsumexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logsumexp.md
deleted file mode 100644
index a410c9d9e3f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logsumexp.md
+++ /dev/null
@@ -1,26 +0,0 @@
-## [ 仅参数名不一致 ] torch.Tensor.logsumexp
-
-
-### [torch.Tensor.logsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logsumexp.html)
-
-```python
-torch.Tensor.logsumexp(dim,
- keepdim=False)
-```
-
-### [paddle.Tensor.logsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logsumexp-axis-none-keepdim-false-name-none)
-
-```python
-paddle.Tensor.logsumexp(axis=None,
- keepdim=False,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | -------------------------------------------------------- |
-| dim | axis | 表示进行运算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.pow.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.pow.md
deleted file mode 100644
index 60aea0daf26..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.pow.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ] torch.Tensor.pow
-
-### [torch.Tensor.pow](https://pytorch.org/docs/stable/generated/torch.Tensor.pow.html?highlight=pow#torch.Tensor.pow)
-
-```python
-torch.Tensor.pow(exponent)
-```
-
-### [paddle.Tensor.pow]()
-
-```python
-paddle.Tensor.pow(y)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| -------- | ------------ | -------------------------------------------------- |
-| exponent | y | 一个 N 维 Tensor 或者标量 Tensor,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.prod.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.prod.md
deleted file mode 100644
index 728808f3837..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.prod.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ 仅参数名不一致 ] torch.Tensor.prod
-
-### [torch.Tensor.prod](https://pytorch.org/docs/stable/generated/torch.prod.html#torch.prod)
-
-```python
-torch.Tensor.prod(dim, keepdim=False, *, dtype=None)
-```
-
-### [paddle.Tensor.prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/prod_cn.html)
-
-```python
-paddle.Tensor.prod(axis=None, keepdim=False, dtype=None, name=None)
-```
-
-两者功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------------------------------------------------- |
-| dim | axis | 求乘积运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留输入的维度,仅参数名不一致。 |
-| dtype | dtype | 输出 Tensor 的数据类型,支持 int32、int64、float32、float64。 |
-| - | name | 一般无需设置,默认值为 None。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.squeeze.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.squeeze.md
deleted file mode 100644
index 59d4ba597da..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.squeeze.md
+++ /dev/null
@@ -1,20 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.squeeze
-
-### [torch.Tensor.squeeze](https://pytorch.org/docs/stable/generated/torch.Tensor.squeeze.html#torch.Tensor.squeeze)
-
-```python
-torch.Tensor.squeeze(dim=None)
-```
-
-### [paddle.Tensor.squeeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#squeeze-axis-none-name-none)
-
-```python
-paddle.Tensor.squeeze(axis=None)
-```
-两者功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| dim | axis | 输入一个或一列整数,代表要压缩的轴,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.sum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.sum.md
deleted file mode 100644
index f8d00535b0c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.sum.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.sum
-
-### [torch.Tensor.sum](https://pytorch.org/docs/stable/generated/torch.Tensor.sum.html)
-
-```python
-torch.Tensor.sum(dim=None, keepdim=False, dtype=None)
-```
-
-### [paddle.Tensor.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sum-axis-none-dtype-none-keepdim-false-name-none)
-```python
-paddle.Tensor.sum(axis=None, dtype=None, keepdim=False, name=None)
-```
-
-两者功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------|
-| dim | axis | 求和运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度 。 |
-| dtype | dtype | 是输出变量的数据类型 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.take_along_dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.take_along_dim.md
deleted file mode 100644
index 91e6e8f9de9..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.take_along_dim.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.Tensor.take_along_dim
-### [torch.Tensor.take_along_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.take_along_dim.html?highlight=torch+tensor+take_along_dim#torch.Tensor.take_along_dim)
-
-```python
-torch.Tensor.take_along_dim(indices,
- dim)
-```
-
-### [paddle.Tensor.take_along_axis]( )
-
-```python
-paddle.Tensor.take_along_axis(indices,
- axis,
- broadcast=True)
-```
-
-两者功能一致,参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| indices | indices | 索引矩阵,包含沿轴提取 1d 切片的下标,必须和 arr 矩阵有相同的维度,需要能够 broadcast 与 arr 矩阵对齐,数据类型为:int、int64。 |
-| dim | axis | 指定沿着哪个维度获取对应的值,数据类型为:int,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.topk.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.topk.md
deleted file mode 100644
index e3608fb83a7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.topk.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ 仅参数名不一致 ] torch.Tensor.topk
-
-### [torch.Tensor.topk](https://pytorch.org/docs/stable/generated/torch.Tensor.topk.html#torch.Tensor.topk)
-
-```python
-torch.Tensor.topk(k, dim=None, largest=True, sorted=True)
-```
-
-### [paddle.Tensor.topk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#topk-k-axis-none-largest-true-sorted-true-name-none)
-
-```python
-paddle.Tensor.topk(k, axis=None, largest=True, sorted=True, name=None)
-```
-
-两者功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | -------------------------------- |
-| k | k | 表示前 k 个最大项。 |
-| dim | axis | 表示排序的维度,仅参数名不一致。 |
-| largest | largest | True: 最大值, False: 最小值。 |
-| sorted | sorted | 表示是否排序。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.true_divide.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.true_divide.md
deleted file mode 100644
index 16961d12aad..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.true_divide.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [仅参数名不一致]torch.Tensor.true_divide
-
-### [torch.Tensor.true_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide.html#torch.Tensor.true_divide)
-
-```python
-torch.Tensor.true_divide(other)
-```
-
-### [paddle.Tensor.divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#divide-y-name-none)
-
-```python
-paddle.Tensor.divide(y, name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| -------- | ------------ | -------------------------------- |
-| other | y | 表示输入的 Tensor,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unbind.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unbind.md
deleted file mode 100644
index 74c46914260..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unbind.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [仅参数名不一致]torch.Tensor.unbind
-
-### [torch.Tensor.unbind](https://pytorch.org/docs/stable/generated/torch.Tensor.unbind.html#torch.Tensor.unbind)
-
-```python
-torch.Tensor.unbind(dim=0)
-```
-
-### [paddle.Tensor.unbind](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unbind-axis-0)
-
-```python
-paddle.Tensor.unbind(axis=0)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ---------------------------------- |
-| dim | axis | 表示进行运算的轴,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unsqueeze.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unsqueeze.md
deleted file mode 100644
index 98b9b2be484..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unsqueeze.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [仅参数名不一致]torch.Tensor.unsqueeze
-
-### [torch.Tensor.unsqueeze](https://pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze.html#torch.Tensor.unsqueeze)
-
-```python
-torch.Tensor.unsqueeze(dim)
-```
-
-### [paddle.Tensor.unsqueeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unsqueeze-axis-name-none)
-
-```python
-paddle.Tensor.unsqueeze(axis, name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ---------------------------------- |
-| dim | axis | 表示进行运算的轴,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.all.md
deleted file mode 100644
index db53132ab92..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.all.md
+++ /dev/null
@@ -1,26 +0,0 @@
-## [ 仅参数名不一致 ]torch.all
-
-### [torch.all](https://pytorch.org/docs/stable/generated/torch.all.html?highlight=all#torch.all)
-
-```python
-torch.all(input, dim=None, keepdim=False, *, out=None)
-```
-
-### [paddle.all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/all_cn.html#all)
-
-```python
-paddle.all(x,
- axis=None,
- keepdim=False,
- name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的多维 Tensor ,参数完全一致。 |
-| dim | axis | 表示运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度,参数完全一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.any.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.any.md
deleted file mode 100644
index 212ca1a5f0a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.any.md
+++ /dev/null
@@ -1,26 +0,0 @@
-## [ 仅参数名不一致 ]torch.any
-
-### [torch.any](https://pytorch.org/docs/stable/generated/torch.any.html?highlight=any#torch.any)
-
-```python
-torch.any(input, dim=None, keepdim=False, *, out=None)
-```
-
-### [paddle.any](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/any_cn.html#any)
-
-```python
-paddle.any(x,
- axis=None,
- keepdim=False,
- name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的多维 Tensor ,仅参数名不一致。 |
-| dim | axis | 表示运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度,参数完全一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.argmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.argmax.md
deleted file mode 100644
index 74c8d70d375..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.argmax.md
+++ /dev/null
@@ -1,29 +0,0 @@
-## [ 仅参数名不一致 ]torch.argmax
-### [torch.argmax](https://pytorch.org/docs/stable/generated/torch.argmax.html?highlight=argmax#torch.argmax)
-
-```python
-torch.argmax(input,
- dim=None,
- keepdim=False)
-```
-
-### [paddle.argmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/argmax_cn.html#argmax)
-
-```python
-paddle.argmax(x,
- axis=None,
- keepdim=False,
- dtype='int64',
- name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的多维 Tensor ,仅参数名不一致。 |
-| dim | axis | 指定进行运算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| - | dtype | 输出 Tensor 的数据类型, PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.argmin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.argmin.md
deleted file mode 100644
index c808d6631dc..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.argmin.md
+++ /dev/null
@@ -1,29 +0,0 @@
-## [ 仅参数名不一致 ]torch.argmin
-### [torch.argmin](https://pytorch.org/docs/stable/generated/torch.argmin.html?highlight=argmin#torch.argmin)
-
-```python
-torch.argmin(input,
- dim=None,
- keepdim=False)
-```
-
-### [paddle.argmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/argmin_cn.html#argmin)
-
-```python
-paddle.argmin(x,
- axis=None,
- keepdim=False,
- dtype='int64',
- name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的多维 Tensor ,仅参数名不一致。 |
-| dim | axis | 指定进行运算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| - | dtype | 输出 Tensor 的数据类型, PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.argsort.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.argsort.md
deleted file mode 100644
index dd3d6b6324d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.argsort.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.argsort
-### [torch.argsort](https://pytorch.org/docs/stable/generated/torch.argsort.html#torch.argsort)
-
-```python
-torch.argsort(input, dim=-1, descending=False, stable=False)
-```
-
-### [paddle.argsort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/argsort_cn.html#argsort)
-
-```python
-paddle.argsort(x, axis=-1, descending=False, stable=False, name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的多维 Tensor ,仅参数名不一致。 |
-| dim | axis | 指定进行运算的轴,仅参数名不一致。 |
-| descending | descending | 是否使用降序排列。 |
-| stable | stable | 是否使用稳定排序。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.as_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.as_tensor.md
deleted file mode 100644
index 32f46945019..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.as_tensor.md
+++ /dev/null
@@ -1,27 +0,0 @@
-## [ 仅参数名不一致 ]torch.as_tensor
-### [torch.as_tensor](https://pytorch.org/docs/stable/generated/torch.as_tensor.html#torch.as_tensor)
-
-```python
-torch.as_tensor(data,
- dtype=None,
- device=None)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data,
- dtype=None,
- place=None,
- stop_gradient=True)
-```
-
-两者功能一致,性能某些用法下比 PyTorch 差(比如如果输入一个 Tensor , PyTorch 会直接返回, Paddle 会复制后返回)。此外, Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| data | data | 表示输入的 Tensor 。 |
-| dtype | dtype | 表示 Tensor 的数据类型。 |
-| device | place | 表示 Tensor 的存放位置,仅参数名不一致。 |
-| - | stop_gradient | 表示是否阻断梯度传导, PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.broadcast_to.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.broadcast_to.md
deleted file mode 100644
index b59820bb02c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.broadcast_to.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ 仅参数名不一致 ]torch.broadcast_to
-
-### [torch.broadcast_to](https://pytorch.org/docs/stable/generated/torch.broadcast_to.html?highlight=broadcast_to#torch.broadcast_to)
-
-```python
-torch.broadcast_to(input,
- size)
-```
-
-### [paddle.broadcast_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_to_cn.html#broadcast-to)
-
-```python
-paddle.broadcast_to(x,
- shape,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input| x | 表示输入的 Tensor ,仅参数名不一致。 |
-| size | shape | 表示扩展后 Tensor 的 shape,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.chunk.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.chunk.md
deleted file mode 100644
index 12f77a26a82..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.chunk.md
+++ /dev/null
@@ -1,26 +0,0 @@
-## [ 仅参数名不一致 ]torch.chunk
-### [torch.chunk](https://pytorch.org/docs/stable/generated/torch.chunk.html?highlight=chunk#torch.chunk)
-
-```python
-torch.chunk(input,
- chunks,
- dim=0)
-```
-
-### [paddle.chunk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/chunk_cn.html#chunk)
-
-```python
-paddle.chunk(x,
- chunks,
- axis=0,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| chunks | chunks | 表示将输入 Tensor 划分成多少个相同大小的子 Tensor。 |
-| dim | axis |表示需要分割的维度 ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.finfo.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.finfo.md
deleted file mode 100644
index 0eed4a3879c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.finfo.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [仅参数名不一致]torch.finfo
-
-### [torch.finfo](https://pytorch.org/docs/stable/type_info.html#torch-finfo)
-
-```python
-torch.finfo(type)
-```
-
-### [paddle.finfo](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/finfo_cn.html)
-
-```python
-paddle.finfo(dtype)
-```
-
-两者功能一致,参数名不一致,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/args_name_diff/torch.flatten.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.flatten.md
deleted file mode 100644
index 74c04b30245..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.flatten.md
+++ /dev/null
@@ -1,26 +0,0 @@
-## [ 仅参数名不一致 ]torch.flatten
-### [torch.flatten](https://pytorch.org/docs/stable/generated/torch.flatten.html?highlight=flatten#torch.flatten)
-
-```python
-torch.flatten(input,
- start_dim=0,
- end_dim=-1)
-```
-
-### [paddle.flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flatten_cn.html#flatten)
-
-```python
-paddle.flatten(x,
- start_axis=0,
- stop_axis=-1,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| start_dim | start_axis | 表示 flatten 展开的起始维度,仅参数名不一致。 |
-| end_dim | stop_axis | 表示 flatten 展开的结束维度,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.from_numpy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.from_numpy.md
deleted file mode 100644
index 5599cc65a7d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.from_numpy.md
+++ /dev/null
@@ -1,25 +0,0 @@
-## [ 仅参数名不一致 ]torch.from_numpy
-### [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy)
-
-```python
-torch.from_numpy(ndarray)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data,
- dtype=None,
- place=None,
- stop_gradient=True)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| ndarray | data | 表示需要转换的数据, PyTorch 只能传入 numpy.ndarray , Paddle 可以传入 scalar 、 list 、 tuple 、 numpy.ndarray 、 paddle.Tensor 。 |
-| - | dtype | 表示数据类型, PyTorch 无此参数, Paddle 保持默认即可。 |
-| - | place | 表示 Tensor 存放位置, PyTorch 无此参数, Paddle 需设置为 paddle.CPUPlace()。 |
-| - | stop_gradient | 表示是否阻断梯度传导, PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_complex.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_complex.md
deleted file mode 100644
index e25afeb8ea0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_complex.md
+++ /dev/null
@@ -1,19 +0,0 @@
-## [ 仅参数名不一致 ]torch.is_complex
-### [torch.is_complex](https://pytorch.org/docs/stable/generated/torch.is_complex.html?highlight=is_complex#torch.is_complex)
-
-```python
-torch.is_complex(input)
-```
-
-### [paddle.is_complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_complex_cn.html#is-complex)
-
-```python
-paddle.is_complex(x)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_floating_point.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_floating_point.md
deleted file mode 100644
index b02175f55d0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_floating_point.md
+++ /dev/null
@@ -1,20 +0,0 @@
-## [ 仅参数名不一致 ]torch.is_floating_point
-
-### [torch.is_floating_point](https://pytorch.org/docs/stable/generated/torch.is_floating_point.html?highlight=is_floating_point#torch.is_floating_point)
-
-```python
-torch.is_floating_point(input)
-```
-
-### [paddle.is_floating_point](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_floating_point_cn.html#is-floating-point)
-
-```python
-paddle.is_floating_point(x)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_tensor.md
deleted file mode 100644
index c9e54fa2f38..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.is_tensor.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ]torch.is_tensor
-
-### [torch.is_tensor](https://pytorch.org/docs/stable/generated/torch.is_tensor.html?highlight=is_tensor#torch.is_tensor)
-
-```python
-torch.is_tensor(obj)
-```
-
-### [paddle.is_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_tensor_cn.html#is-tensor)
-
-```python
-paddle.is_tensor(x)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| obj | x | 输⼊ Tensor ,被判断的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isfinite.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isfinite.md
deleted file mode 100644
index 1cf4900ae42..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isfinite.md
+++ /dev/null
@@ -1,20 +0,0 @@
-## [ 仅参数名不一致 ]torch.isfinite
-### [torch.isfinite](https://pytorch.org/docs/stable/generated/torch.isfinite.html?highlight=isfinite#torch.isfinite)
-
-```python
-torch.isfinite(input)
-```
-
-### [paddle.isfinite](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isfinite_cn.html#isfinite)
-
-```python
-paddle.isfinite(x,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isin.md
deleted file mode 100644
index 30135a8b633..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isin.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [仅参数名不一致]torch.isin
-
-### [torch.isin](https://pytorch.org/docs/stable/generated/torch.isin.html#torch.isin)
-
-```python
-torch.isin(elements, test_elements, *, assume_unique=False, invert=False)
-```
-
-### [paddle.isin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isin_cn.html)
-
-```python
-paddle.isin(x, test_x, assume_unique=False, invert=False, name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------- | ------------------------------------------------------ |
-| elements | x | 表示输入的 Tensor,仅参数名不一致。 |
-| test_elements | test_x | 表示用于检验的 Tensor ,仅参数名不一致。 |
-| assume_unique | assume_unique | 表示输入的 Tensor 和用于检验的 Tensor 的元素是否唯一。 |
-| invert | invert | 表示是否输出反转的结果。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isinf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isinf.md
deleted file mode 100644
index 76af28b5b60..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isinf.md
+++ /dev/null
@@ -1,20 +0,0 @@
-## [ 仅参数名不一致 ]torch.isinf
-### [torch.isinf](https://pytorch.org/docs/stable/generated/torch.isinf.html?highlight=isinf#torch.isinf)
-
-```python
-torch.isinf(input)
-```
-
-### [paddle.isinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isinf_cn.html#isinf)
-
-```python
-paddle.isinf(x,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isnan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isnan.md
deleted file mode 100644
index 0febaec1e1d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isnan.md
+++ /dev/null
@@ -1,20 +0,0 @@
-## [ 仅参数名不一致 ]torch.isnan
-### [torch.isnan](https://pytorch.org/docs/stable/generated/torch.isnan.html?highlight=isnan#torch.isnan)
-
-```python
-torch.isnan(input)
-```
-
-### [paddle.isnan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isnan_cn.html#isnan)
-
-```python
-paddle.isnan(x,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_and.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_and.md
deleted file mode 100644
index 38e226bb9ad..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_and.md
+++ /dev/null
@@ -1,27 +0,0 @@
-## [ 仅参数名不一致 ]torch.logical_and
-### [torch.logical_and](https://pytorch.org/docs/stable/generated/torch.logical_and.html?highlight=logical_and#torch.logical_and)
-
-```python
-torch.logical_and(input,
- other,
- *,
- out=None)
-```
-
-### [paddle.logical_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_and_cn.html#logical-and)
-
-```python
-paddle.logical_and(x,
- y,
- out=None,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
-| out | out | 输出 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_not.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_not.md
deleted file mode 100644
index ce8acacfd46..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_not.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ 仅参数名不一致 ]torch.logical_not
-### [torch.logical_not](https://pytorch.org/docs/stable/generated/torch.logical_not.html?highlight=logical_not#torch.logical_not)
-
-```python
-torch.logical_not(input,
- *,
- out=None)
-```
-
-### [paddle.logical_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_not_cn.html#logical-not)
-
-```python
-paddle.logical_not(x,
- out=None,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| out | out | 表示输出的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_or.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_or.md
deleted file mode 100644
index 424f77110aa..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_or.md
+++ /dev/null
@@ -1,27 +0,0 @@
-## [ 仅参数名不一致 ]torch.logical_or
-### [torch.logical_or](https://pytorch.org/docs/stable/generated/torch.logical_or.html?highlight=logical_or#torch.logical_or)
-
-```python
-torch.logical_or(input,
- other,
- *,
- out=None)
-```
-
-### [paddle.logical_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_or_cn.html#logical-or)
-
-```python
-paddle.logical_or(x,
- y,
- out=None,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
-| out | out | 表示输出的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_xor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_xor.md
deleted file mode 100644
index 56ad561e228..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.logical_xor.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.logical_xor
-
-### [torch.logical_xor](https://pytorch.org/docs/stable/generated/torch.logical_xor.html?highlight=torch+logical_xor#torch.logical_xor)
-
-```python
-torch.logical_xor(input, other, *, out=None)
-```
-
-### [paddle.logical_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_xor_cn.html)
-
-```python
-paddle.logical_xor(x, y, out=None, name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
-| out | out | 表示输出的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv1d.md
deleted file mode 100644
index 2f3ac62bc06..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv1d.md
+++ /dev/null
@@ -1,41 +0,0 @@
-## [ 仅参数名不一致 ]torch.nn.functional.conv1d
-
-### [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html?highlight=conv1d#torch.nn.functional.conv1d)
-
-```python
-torch.nn.functional.conv1d(input,
- weight,
- bias=None,
- stride=1,
- padding=0,
- dilation=1,
- groups=1)
-```
-
-### [paddle.nn.functional.conv1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_cn.html)
-
-```python
-paddle.nn.functional.conv1d(x,
- weight,
- bias=None,
- stride=1,
- padding=0,
- dilation=1,
- groups=1,
- data_format='NCL',
- name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor 。 |
-| weight | weight | 表示权重 Tensor 。 |
-| bias | bias | 表示偏置项 。 |
-| stride | stride | 表示步长 。 |
-| padding | padding | 表示填充大小 。 |
-| dilation | dilation | 表示空洞大小 。 |
-| groups | groups | 表示分组数 。 |
-| - | data_format | 表示输入 Tensor 的数据格式, PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv2d.md
deleted file mode 100644
index 4a60c6dc23e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv2d.md
+++ /dev/null
@@ -1,41 +0,0 @@
-## [ 仅参数名不一致 ]torch.nn.functional.conv2d
-
-### [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html?highlight=conv2d#torch.nn.functional.conv2d)
-
-```python
-torch.nn.functional.conv2d(input,
- weight,
- bias=None,
- stride=1,
- padding=0,
- dilation=1,
- groups=1)
-```
-
-### [paddle.nn.functional.conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_cn.html)
-
-```python
-paddle.nn.functional.conv2d(x,
- weight,
- bias=None,
- stride=1,
- padding=0,
- dilation=1,
- groups=1,
- data_format='NCHW',
- name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor 。 |
-| weight | weight | 表示权重 Tensor 。 |
-| bias | bias | 表示偏置项 。 |
-| stride | stride | 表示步长 。 |
-| padding | padding | 表示填充大小 。 |
-| dilation | dilation | 表示空洞大小 。 |
-| groups | groups | 表示分组数 。 |
-| - | data_format | 表示输入 Tensor 的数据格式, PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv3d.md
deleted file mode 100644
index afc7b8c5dfa..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.conv3d.md
+++ /dev/null
@@ -1,41 +0,0 @@
-## [ 仅参数名不一致 ]torch.nn.functional.conv3d
-
-### [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html?highlight=conv3d#torch.nn.functional.conv3d)
-
-```python
-torch.nn.functional.conv3d(input,
- weight,
- bias=None,
- stride=1,
- padding=0,
- dilation=1,
- groups=1)
-```
-
-### [paddle.nn.functional.conv3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_cn.html)
-
-```python
-paddle.nn.functional.conv3d(x,
- weight,
- bias=None,
- stride=1,
- padding=0,
- dilation=1,
- groups=1,
- data_format='NCDHW',
- name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor 。 |
-| weight | weight | 表示权重 Tensor 。 |
-| bias | bias | 表示偏置项 。 |
-| stride | stride | 表示步长 。 |
-| padding | padding | 表示填充大小 。 |
-| dilation | dilation | 表示空洞大小 。 |
-| groups | groups | 表示分组数 。 |
-| - | data_format | 表示输入 Tensor 的数据格式, PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.embedding.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.embedding.md
deleted file mode 100644
index b4c015b934b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.embedding.md
+++ /dev/null
@@ -1,27 +0,0 @@
-## [ 仅参数名不一致 ]torch.nn.functional.embedding
-
-### [torch.nn.functional.embedding](https://pytorch.org/docs/stable/generated/torch.nn.functional.embedding.html)
-
-```python
-torch.nn.functional.embedding(input, weight, padding_idx=None, max_norm=None, norm_type=2.0, scale_grad_by_freq=False, sparse=False)
-```
-
-### [paddle.nn.functional.embedding](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/embedding_cn.html#embedding)
-
-```python
-paddle.nn.functional.embedding(x, weight, padding_idx=None, max_norm=None, norm_type=2.0, sparse=False, scale_grad_by_freq=False, name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------------ | ------------------ | -- |
-| input | x | 输入 Tensor,仅参数名不同。 |
-| weight | weight | 嵌入矩阵权重。 |
-| padding_idx | padding_idx | 视为填充的下标,参数完全一致。 |
-| max_norm | max_norm | 如果给定,Embeddding 向量的范数(范数的计算方式由 norm_type 决定)超过了 max_norm 这个界限,就要再进行归一化。 |
-| norm_type | norm_type | 应用 max_norm 时所计算的 p 阶范数的 p 值。 |
-| scale_grad_by_freq | scale_grad_by_freq | 是否根据单词在 mini-batch 中出现频率的倒数缩放梯度。 |
-| sparse | sparse | 是否使用稀疏更新。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.layer_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.layer_norm.md
deleted file mode 100644
index 53c5113fd00..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.layer_norm.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.nn.functional.layer_norm
-
-### [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html#torch.nn.functional.layer_norm)
-
-```python
-torch.nn.functional.layer_norm(input, normalized_shape, weight=None, bias=None, eps=1e-05)
-```
-
-### [paddle.nn.functional.layer_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/layer_norm_cn.html#layer-norm)
-```python
-paddle.nn.functional.layer_norm(x, normalized_shape, weight=None, bias=None, epsilon=1e-05, name=None)
-```
-
-两者功能相同,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| normalized_shape | normalized_shape | 需规范化的 shape |
-| weight | weight | 权重的 Tensor |
-| bias | bias | 偏置的 Tensor |
-| eps | epsilon | 为了数值稳定加在分母上的值 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.sigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.sigmoid.md
deleted file mode 100644
index 5dd63b94199..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.sigmoid.md
+++ /dev/null
@@ -1,20 +0,0 @@
-## [ 仅参数名不一致 ]torch.nn.functional.sigmoid
-
-### [torch.nn.functional.sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.html?highlight=sigmoid#torch.nn.functional.sigmoid)
-
-```python
-torch.nn.functional.sigmoid(input)
-```
-
-### [paddle.nn.functional.sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/sigmoid_cn.html)
-
-```python
-paddle.nn.functional.sigmoid(x, name=None)
-```
-
-两者功能一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.silu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.silu.md
deleted file mode 100644
index a1a78855b8b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.silu.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ 仅参数名不一致 ]torch.nn.functional.silu
-
-### [torch.nn.functional.silu](https://pytorch.org/docs/stable/generated/torch.nn.functional.silu.html)
-
-```python
-torch.nn.functional.silu(input, inplace=False)
-```
-
-### [paddle.nn.functional.silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/silu_cn.html#silu)
-
-```python
-paddle.nn.functional.silu(x, name=None)
-```
-
-其中 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。 |
-| inplace | - | 表示在不更改变量的内存地址的情况下,直接修改变量的值,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/args_name_diff/torch.no_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.no_grad.md
deleted file mode 100644
index 20370edffbd..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.no_grad.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ] torch.no_grad
-
-### [torch.no_grad](https://pytorch.org/docs/stable/generated/torch.no_grad.html)
-
-```python
-torch.no_grad(orig_func=None)
-```
-
-### [paddle.no_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/no_grad_cn.html)
-
-```python
-paddle.no_grad(func=None)
-```
-
-两者功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ----------- | ------------ | ----------------------------------------------------------------------------------------- |
-| orig_func | func | no_grad 装饰器所应用的对象,仅参数名不同。no_grad 作为上下文管理器使用时,可忽略该参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.permute.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.permute.md
deleted file mode 100644
index ad8e3d19a26..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.permute.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.permute
-### [torch.permute](https://pytorch.org/docs/stable/generated/torch.permute.html?highlight=permute#torch.permute)
-
-```python
-torch.permute(input,
- dims)
-```
-
-### [paddle.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/transpose_cn.html#transpose)
-
-```python
-paddle.transpose(x,
- perm,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的多维 Tensor,仅参数名不一致。 |
-| dims | perm | dims 长度必须和 input 的维度相同,并依照 dims 中数据进行重排,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.prod.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.prod.md
deleted file mode 100644
index a8536cff8ab..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.prod.md
+++ /dev/null
@@ -1,30 +0,0 @@
-## [ 仅参数名不一致 ]torch.prod
-### [torch.prod](https://pytorch.org/docs/stable/generated/torch.prod.html?highlight=prod#torch.prod)
-
-
-```python
-torch.prod(input,
- dim=None,
- keepdim=False,
- dtype=None)
-```
-
-### [paddle.prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/prod_cn.html#prod)
-
-```python
-paddle.prod(x,
- axis=None,
- keepdim=False,
- dtype=None,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| dim | axis | 表示进行乘积运算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 表示是否在输出 Tensor 中保留减小的维度。 |
-| dtype | dtype | 表示数据类型。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.ravel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.ravel.md
deleted file mode 100644
index e74dca60eae..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.ravel.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ]torch.ravel
-### [torch.ravel](https://pytorch.org/docs/stable/generated/torch.ravel.html?highlight=ravel#torch.ravel)
-
-```python
-torch.ravel(input)
-```
-
-### [paddle.flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flatten_cn.html)
-
-```python
-paddle.flatten(x, start_axis=0, stop_axis=- 1, name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| - | start_axis | 表示 flatten 展开的起始维度, PyTorch 无此参数, Paddle 保持默认即可。 |
-| - | stop_axis | 表示 flatten 展开的结束维度, PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.reshape.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.reshape.md
deleted file mode 100644
index 983fcede165..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.reshape.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.reshape
-### [torch.reshape](https://pytorch.org/docs/stable/generated/torch.reshape.html?highlight=reshape#torch.reshape)
-
-```python
-torch.reshape(input,
- shape)
-```
-
-### [paddle.reshape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reshape_cn.html#reshape)
-
-```python
-paddle.reshape(x,
- shape,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的 N-D Tensor ,仅参数名不一致。 |
-| shape | shape | 表示输出 Tensor 的 shape 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.roll.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.roll.md
deleted file mode 100644
index 50c8a44cf7e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.roll.md
+++ /dev/null
@@ -1,25 +0,0 @@
-## [ 仅参数名不一致 ]torch.roll
-### [torch.roll](https://pytorch.org/docs/stable/generated/torch.roll.html?highlight=roll#torch.roll)
-
-```python
-torch.roll(input,
- shifts,
- dims=None)
-```
-
-### [paddle.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll)
-
-```python
-paddle.roll(x,
- shifts,
- axis=None,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的 Tensor ,仅参数名不一致。 |
-| shifts | shifts | 表示偏移量。 |
-| dims | axis | 表示滚动的轴,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.special.softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.special.softmax.md
deleted file mode 100644
index 383466744fa..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.special.softmax.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ 仅参数名不一致 ]torch.special.softmax
-
-### [torch.special.softmax](https://pytorch.org/docs/stable/special.html#torch.special.softmax)
-
-```python
-torch.special.softmax(input, dim, *, dtype=None)
-```
-
-### [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html)
-
-```python
-paddle.nn.functional.softmax(x, axis=- 1, dtype=None, name=None)
-```
-
-两者功能一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | --------------------------------------------- |
-| input | x | 表示输入 Tensor ,仅参数名不一致。 |
-| dim | axis | 表示对输入 Tensor 运算的轴 ,仅参数名不一致。 |
-| dtype | dtype | 表示输入 Tensor 的数据类型 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sum.md
deleted file mode 100644
index 7c74c462403..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sum.md
+++ /dev/null
@@ -1,29 +0,0 @@
-## [ 仅参数名不一致 ]torch.sum
-### [torch.sum](https://pytorch.org/docs/stable/generated/torch.sum.html?highlight=sum#torch.sum)
-
-```python
-torch.sum(input,
- dim=None,
- keepdim=False,
- dtype=None)
-```
-
-### [paddle.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sum_cn.html#sum)
-
-```python
-paddle.sum(x,
- axis=None,
- dtype=None,
- keepdim=False,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| dim | axis | 表示进行运算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| dtype | dtype | 表示数据类型。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tensor_split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tensor_split.md
deleted file mode 100644
index 7c1afe63dc1..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tensor_split.md
+++ /dev/null
@@ -1,66 +0,0 @@
-## [ 仅参数名不一致 ]torch.tensor_split
-api 存在重载情况,分别如下:
-
--------------------------------------------------------------------------------------------------
-
-### [torch.tensor_split](https://pytorch.org/docs/stable/generated/torch.tensor_split.html)
-
-```python
-torch.tensor_split(input, indices, dim=0)
-```
-
-### [paddle.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensor_split_cn.html)
-
-```python
-paddle.tensor_split(x, num_or_indices, axis=0, name=None)
-```
-
-其中 Paddle 相比 PyTorch 仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| indices | num_or_indices | 表示分割的索引,仅参数名不一致。 |
-| dim | axis | 表示需要分割的维度,仅参数名不一致。 |
-
--------------------------------------------------------------------------------------------------
-
-### [torch.tensor_split](https://pytorch.org/docs/stable/generated/torch.tensor_split.html)
-
-```python
-torch.tensor_split(input, tensor_indices_or_sections, dim=0)
-```
-
-### [paddle.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensor_split_cn.html)
-
-```python
-paddle.tensor_split(x, num_or_indices, axis=0, name=None)
-```
-
-paddle 当前无对应功能,功能缺失。
-
--------------------------------------------------------------------------------------------------
-
-### [torch.tensor_split](https://pytorch.org/docs/stable/generated/torch.tensor_split.html)
-
-```python
-torch.tensor_split(input, sections, dim=0)
-```
-
-### [paddle.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensor_split_cn.html)
-
-```python
-paddle.tensor_split(x, num_or_indices, axis=0, name=None)
-```
-
-其中 Paddle 相比 PyTorch 仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| sections | num_or_indices | 表示分割的数量,仅参数名不一致。 |
-| dim | axis | 表示需要分割的维度,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unbind.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unbind.md
deleted file mode 100644
index 4f0a2780a31..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unbind.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.unbind
-### [torch.unbind](https://pytorch.org/docs/stable/generated/torch.unbind.html?highlight=unbind#torch.unbind)
-
-```python
-torch.unbind(input,
- dim=0)
-```
-
-### [paddle.unbind](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unbind_cn.html#unbind)
-
-```python
-paddle.unbind(input,
- axis=0)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | input | 输入的多维 Tensor ,参数完全一致。 |
-| dim | axis | 表示需要分割的维度,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unsqueeze.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unsqueeze.md
deleted file mode 100644
index fbf71695b05..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unsqueeze.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ 仅参数名不一致 ]torch.unsqueeze
-### [torch.unsqueeze](https://pytorch.org/docs/stable/generated/torch.unsqueeze.html?highlight=unsqueeze#torch.unsqueeze)
-
-```python
-torch.unsqueeze(input,
- dim)
-```
-
-### [paddle.unsqueeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unsqueeze_cn.html#unsqueeze)
-
-```python
-paddle.unsqueeze(x,
- axis,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的 Tensor ,仅参数名不一致。 |
-| dim | axis | 表示要插入维度的位置,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.view_as_complex.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.view_as_complex.md
deleted file mode 100644
index 7f516c30beb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.view_as_complex.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 仅参数名不一致 ]torch.view_as_complex
-### [torch.view_as_complex](https://pytorch.org/docs/stable/generated/torch.view_as_complex.html?highlight=view_as_complex#torch.view_as_complex)
-
-```python
-torch.view_as_complex(input)
-```
-
-### [paddle.as_complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/as_complex_cn.html#as-complex)
-
-```python
-paddle.as_complex(x,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.view_as_real.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.view_as_real.md
deleted file mode 100644
index 49cf32d6f25..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.view_as_real.md
+++ /dev/null
@@ -1,20 +0,0 @@
-## [ 仅参数名不一致 ]torch.view_as_real
-### [torch.view_as_real](https://pytorch.org/docs/stable/generated/torch.view_as_real.html?highlight=view_as_real#torch.view_as_real)
-
-```python
-torch.view_as_real(input)
-```
-
-### [paddle.as_real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/as_real_cn.html#as-real)
-
-```python
-paddle.as_real(x,
- name=None)
-```
-
-两者功能一致且参数用法一致,仅参数名不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的 Tensor ,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Size.md
deleted file mode 100644
index 387a019e9ac..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Size.md
+++ /dev/null
@@ -1,54 +0,0 @@
-## [组合替代实现]torch.Size
-
-### [torch.Size](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions)
-
-```python
-torch.Size(sizes)
-```
-
-Paddle 无此 API,需要组合实现。
-
-### 转写示例
-
-```python
-# PyTorch 写法
-torch.Size([1])
-
-# Paddle 写法
-(1,)
-```
-
-```python
-# PyTorch 写法
-torch.Size([2, 3])
-
-# Paddle 写法
-(2, 3)
-```
-
-```python
-# PyTorch 写法
-torch.Size([2, 3]).count(2)
-
-# Paddle 写法
-(2, 3).count(2)
-```
-
-```python
-# PyTorch 写法
-torch.Size([2, 3]).index(3,0)
-
-# Paddle 写法
-(2, 3).index(3,0)
-```
-
-```python
-# PyTorch 写法
-torch.Size([2, 3]).numel()
-
-# Paddle 写法
-result = (2, 3)
-out = 1
-for x in result:
- out *= x
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.is_cuda.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.is_cuda.md
deleted file mode 100644
index 50a7b432c48..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.is_cuda.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [组合替代实现] torch.Tensor.is_cuda
-
-### [torch.Tensor.is_cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.is_cuda.html?highlight=is_cuda#torch.Tensor.is_cuda)
-
-```python
-torch.Tensor.is_cuda
-```
-
-判断 Tensor 是否在 gpu 上,PaddlePaddle 目前无对应 API,可使用如下代码组合替代实现:
-
-### 转写示例
-
-```python
-# PyTorch 写法
-d = torch.Tensor([1,2,3])
-d.is_cuda
-
-# Paddle 写法
-d = paddle.to_tensor([1,2,3])
-d.place.is_gpu_place()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.msort.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.msort.md
deleted file mode 100644
index feed58081c4..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.msort.md
+++ /dev/null
@@ -1,19 +0,0 @@
-## [ 组合替代实现 ]torch.Tensor.msort
-
-### [torch.Tensor.msort](https://pytorch.org/docs/stable/generated/torch.Tensor.msort.html#torch.Tensor.msort)
-
-```python
-torch.Tensor.msort()
-```
-
-Paddle 无此 API,需要组合实现。
-
-### 转写示例
-
-```python
-# PyTorch 写法
-y = a.msort()
-
-# Paddle 写法
-y = paddle.sort(a, axis=0)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.requires_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.requires_grad.md
deleted file mode 100644
index a7843f849c4..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.requires_grad.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [组合替代实现]torch.Tensor.requires_grad
-
-### [torch.Tensor.requires_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad.html#torch-tensor-requires-grad)
-
-```python
-torch.Tensor.requires_grad
-```
-
-### [paddle.Tensor.stop_gradient](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#stop-gradient)
-
-```python
-paddle.Tensor.stop_gradient
-```
-
-Paddle 无此 API,需要组合实现。
-
-### 转写示例
-```python
-# 当 torch 写法
-x.requires_grad = True
-
-# paddle 写法
-x.stop_gradient = False
-
-# 当 torch 写法
-x.requires_grad = False
-
-# paddle 写法
-x.stop_gradient = True
-
-# torch 写法
-x.requires_grad
-
-# paddle 写法
-not x.stop_gradient
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.type_as.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.type_as.md
deleted file mode 100644
index 9235c6f69ff..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.type_as.md
+++ /dev/null
@@ -1,25 +0,0 @@
-## [ 组合替代实现 ] torch.Tensor.type_as
-
-### [torch.Tensor.type_as](https://pytorch.org/docs/stable/generated/torch.Tensor.type_as.html)
-
-```python
-torch.Tensor.type_as(tensor)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype=tensor.dtype)
-```
-
-Paddle 无此 API,需要组合实现。
-
-### 转写示例
-####
-```python
-# PyTorch 写法
-x.type_as(a)
-
-# Paddle 写法
-x.astype(dtype=a.dtype)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.is_available.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.is_available.md
deleted file mode 100644
index 3e1dacb0ec9..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.is_available.md
+++ /dev/null
@@ -1,25 +0,0 @@
-## [ 组合替代实现 ]torch.cuda.is_available
-
-### [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch-cuda-is-available)
-
-```python
-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)
-
-```python
-paddle.device.cuda.device_count()
-```
-
-Paddle 无此 API,需要组合实现。
-
-### 转写示例
-
-```python
-# torch 写法
-torch.cuda.is_available()
-
-# paddle 写法
-paddle.device.cuda.device_count() >= 1
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.device.md
deleted file mode 100644
index d4b42ac5e2f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.device.md
+++ /dev/null
@@ -1,62 +0,0 @@
-## [ 组合替代实现 ]torch.device
-
-该 api 有两组参数列表重载,因此有两组差异分析。
-
------------------------------------------------
-
-### [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device)
-
-```python
-torch.device(type, index)
-```
-
-Paddle 无此 API,需要组合实现。
-
-### 转写示例
-
-```python
-# PyTorch 写法
-torch.device(type='cuda', index=0)
-
-# Paddle 写法
-'gpu:0'
-
-# PyTorch 写法
-torch.device(type='cpu')
-
-# Paddle 写法
-'cpu'
-```
-
-
------------------------------------------------
-
-### [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device)
-
-```python
-torch.device(device)
-```
-
-Paddle 无此 API,需要组合实现。
-
-### 转写示例
-
-```python
-# PyTorch 写法
-torch.device('cpu')
-
-# Paddle 写法
-'cpu'
-
-# PyTorch 写法
-torch.device(1)
-
-# Paddle 写法
-"gpu:1"
-
-# PyTorch 写法
-torch.device("cuda:0")
-
-# Paddle 写法
-"gpu:0"
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.constant_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.constant_.md
deleted file mode 100644
index 0aab387a278..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.constant_.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.constant_
-
-### [torch.nn.init.constant_](https://pytorch.org/docs/stable/nn.init.html?highlight=constant_#torch.nn.init.constant_)
-
-```python
-torch.nn.init.constant_(tensor,
- val)
-```
-
-### [paddle.nn.initializer.Constant](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/Constant_cn.html)
-
-```python
-paddle.nn.initializer.Constant(value=0.0)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的。PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| val | value | 用于初始化输入变量的值。PyTorch 无默认值,Paddle 默认值为`0.0`。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.constant_(conv.weight, val=1.0)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_constant = paddle.nn.initializer.Constant(value=1.0)
-init_constant(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.dirac_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.dirac_.md
deleted file mode 100644
index d30d2b24394..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.dirac_.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.dirac_
-
-### [torch.nn.init.dirac_](https://pytorch.org/docs/stable/nn.init.html?highlight=dirac_#torch.nn.init.dirac_)
-
-```python
-torch.nn.init.dirac_(tensor,
- groups=1)
-```
-
-### [paddle.nn.initializer.Dirac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/Dirac_cn.html)
-
-```python
-paddle.nn.initializer.Dirac(groups=1,
- name=None)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的。PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| groups | groups | 将参数在 0 维上进行等分为 groups 份,每一份执行相同的初始化。参数名和默认值一致。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.dirac_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_dirac = paddle.nn.initializer.Dirac()
-init_dirac(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.eye_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.eye_.md
deleted file mode 100644
index fbb69e6d09c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.eye_.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.eye_
-
-### [torch.nn.init.eye_](https://pytorch.org/docs/stable/nn.init.html?highlight=eye_#torch.nn.init.eye_)
-
-```python
-torch.nn.init.eye_(tensor)
-```
-
-### [paddle.nn.initializer.Assign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/Assign_cn.html)
-
-```python
-paddle.nn.initializer.Assign(value,
- name=None)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| - | value | 用于初始化参数的一个 Numpy 数组、Python 列表、Tensor。PyTorch 无此参数。此处 Paddle 应使用 paddle.eye 进行参数设置。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-w = torch.empty(3, 5)
-torch.nn.init.eye_(w)
-
-# Paddle 写法
-w = paddle.empty([3, 5])
-init_eye = paddle.nn.initializer.Assign(paddle.eye(w.shape[0], w.shape[1]))
-init_eye(w)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.kaiming_normal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.kaiming_normal_.md
deleted file mode 100644
index 77b0e4a96e5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.kaiming_normal_.md
+++ /dev/null
@@ -1,45 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.kaiming_normal_
-
-### [torch.nn.init.kaiming_normal_](https://pytorch.org/docs/stable/nn.init.html?highlight=kaiming_normal_#torch.nn.init.kaiming_normal_)
-
-```python
-torch.nn.init.kaiming_normal_(tensor,
- a=0,
- mode='fan_in',
- nonlinearity='leaky_relu',
- generator=None)
-```
-
-### [paddle.nn.initializer.KaimingNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/KaimingNormal_cn.html)
-
-```python
-paddle.nn.initializer.KaimingNormal(fan_in=None,
- negative_slope=0.0,
- nonlinearity='relu',
- mode='fan_in')
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| a | negative_slope | 只适用于使用 leaky_relu 作为激活函数时的 negative_slope 参数。仅参数名不一致。 |
-| nonlinearity | nonlinearity | 非线性激活函数。参数默认值不一样,PyTorch 默认值为`leaky_relu`,Paddle 默认值为`relu`,Paddle 需保持与 PyTorch 一致。 |
-| mode | mode | "fan_in"(默认)或 "fan_out"。参数完全一致。 |
-| 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。 |
-| - | fan_in | 可训练的 Tensor 的 in_features 值。PyTorch 无此参数,Paddle 保持默认即可。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.kaiming_normal_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_kaimingNormal = paddle.nn.initializer.KaimingNormal(nonlinearity='leaky_relu')
-init_kaimingNormal(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.kaiming_uniform_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.kaiming_uniform_.md
deleted file mode 100644
index c47fe269fdc..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.kaiming_uniform_.md
+++ /dev/null
@@ -1,43 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.kaiming_uniform_
-
-### [torch.nn.init.kaiming_uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=kaiming_uniform_#torch.nn.init.kaiming_uniform_)
-
-```python
-torch.nn.init.kaiming_uniform_(tensor,
- a=0,
- mode='fan_in',
- nonlinearity='leaky_relu')
-```
-
-### [paddle.nn.initializer.KaimingUniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/KaimingUniform_cn.html)
-
-```python
-paddle.nn.initializer.KaimingUniform(fan_in=None,
- negative_slope=0.0,
- nonlinearity='relu',
- mode='fan_in')
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| a | negative_slope | 只适用于使用 leaky_relu 作为激活函数时的 negative_slope 参数。仅参数名不一致。 |
-| nonlinearity | nonlinearity | 非线性激活函数。参数默认值不一样,PyTorch 默认值为`leaky_relu`,Paddle 默认值为`relu`,Paddle 需保持与 PyTorch 一致。 |
-| mode | mode | "fan_in"(默认)或 "fan_out"。参数完全一致。 |
-| - | fan_in | 可训练的 Tensor 的 in_features 值。PyTorch 无此参数,Paddle 保持默认即可。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.kaiming_uniform_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_kaimingUniform = paddle.nn.initializer.KaimingUniform(nonlinearity='leaky_relu')
-init_kaimingUniform(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.normal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.normal_.md
deleted file mode 100644
index f3f87da19b0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.normal_.md
+++ /dev/null
@@ -1,39 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.normal_
-
-### [torch.nn.init.normal_](https://pytorch.org/docs/stable/nn.init.html?highlight=normal_#torch.nn.init.normal_)
-
-```python
-torch.nn.init.normal_(tensor,
- mean=0.0,
- std=1.0)
-```
-
-### [paddle.nn.initializer.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/Normal_cn.html)
-
-```python
-paddle.nn.initializer.Normal(mean=0.0,
- std=1.0,
- name=None)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的。PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| mean | mean | 正态分布的平均值。参数名和默认值一致。 |
-| std | std | 正态分布的标准差。参数名和默认值一致。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.normal_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_normal = paddle.nn.initializer.Normal()
-init_normal(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.ones_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.ones_.md
deleted file mode 100644
index 88cebca42bc..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.ones_.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.ones_
-
-### [torch.nn.init.ones_](https://pytorch.org/docs/stable/nn.init.html?highlight=ones_#torch.nn.init.ones_)
-
-```python
-torch.nn.init.ones_(tensor)
-```
-
-### [paddle.nn.initializer.Constant](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/Constant_cn.html)
-
-```python
-paddle.nn.initializer.Constant(value=0.0)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| - | value | 用于初始化输入变量的值。PyTorch 无此参数,Paddle 默认值为`0.0`,需设置为`1.0`。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.ones_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_constant = paddle.nn.initializer.Constant(value=1.0)
-init_constant(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.orthogonal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.orthogonal_.md
deleted file mode 100644
index 4b1f427747c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.orthogonal_.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.orthogonal_
-
-### [torch.nn.init.orthogonal_](https://pytorch.org/docs/stable/nn.init.html?highlight=orthogonal_#torch.nn.init.orthogonal_)
-
-```python
-torch.nn.init.orthogonal_(tensor,
- gain=1,
- generator=None)
-```
-
-### [paddle.nn.initializer.Orthogonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/Orthogonal_cn.html)
-
-```python
-paddle.nn.initializer.Orthogonal(gain=1.0,
- name=None)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的。PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| gain | gain | 参数初始化的增益系数。参数名和参数默认值均一致。 |
-| 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。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.orthogonal_(conv.weight, gain=2)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_orthogonal = paddle.nn.initializer.Orthogonal(gain=2)
-init_orthogonal(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.trunc_normal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.trunc_normal_.md
deleted file mode 100644
index 1093156f4c5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.trunc_normal_.md
+++ /dev/null
@@ -1,47 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.trunc_normal_
-
-### [torch.nn.init.trunc_normal_](https://pytorch.org/docs/stable/nn.init.html#torch.nn.init.trunc_normal_)
-
-```python
-torch.nn.init.trunc_normal_(tensor,
- mean=0.0,
- std=1.0,
- a=-2.0,
- b=2.0,
- generator=None)
-```
-
-### [paddle.nn.initializer.TruncatedNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/initializer/TruncatedNormal_cn.html)
-
-```python
-paddle.nn.initializer.TruncatedNormal(mean=0.0,
- std=1.0,
- a=-2.0,
- b=2.0,
- name=None)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| mean | mean | 正态分布的平均值。参数名和默认值一致。 |
-| std | std | 正态分布的标准差。参数名和默认值一致。 |
-| a | a | 截断正态分布的下界。参数名和默认值一致。 |
-| b | b | 截断正态分布的上界。参数名和默认值一致。 |
-| 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。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.trunc_normal_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_trunc_normal = paddle.nn.initializer.TruncatedNormal()
-init_trunc_normal(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.uniform_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.uniform_.md
deleted file mode 100644
index f3b15ad1175..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.uniform_.md
+++ /dev/null
@@ -1,41 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.uniform_
-
-### [torch.nn.init.uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=uniform_#torch.nn.init.uniform_)
-
-```python
-torch.nn.init.uniform_(tensor,
- a=0.0,
- b=1.0,
- generator=None)
-```
-
-### [paddle.nn.initializer.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/Uniform_cn.html)
-
-```python
-paddle.nn.initializer.Uniform(low=-1.0,
- high=1.0,
- name=None)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的。PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| a | low | 均匀分布的下界,参数默认值不一致, PyTorch 默认为`0.0`,Paddle 为`-1.0`,Paddle 需保持与 PyTorch 一致。 |
-| b | high | 均匀分布的上界,仅参数名不一致。 |
-| 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。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.uniform_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_uniform = paddle.nn.initializer.Uniform(low=0.0)
-init_uniform(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.xavier_normal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.xavier_normal_.md
deleted file mode 100644
index c31a95dc74a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.xavier_normal_.md
+++ /dev/null
@@ -1,40 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.xavier_normal_
-
-### [torch.nn.init.xavier_normal_](https://pytorch.org/docs/stable/nn.init.html?highlight=xavier_normal_#torch.nn.init.xavier_normal_)
-
-```python
-torch.nn.init.xavier_normal_(tensor,
- gain=1.0)
-```
-
-### [paddle.nn.initializer.XavierNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/XavierNormal_cn.html)
-
-```python
-paddle.nn.initializer.XavierNormal(fan_in=None,
- fan_out=None,
- gain=1.0,
- name=None)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| gain | gain | 缩放因子。 |
-| - | fan_in | 用于泽维尔初始化的 fan_in。PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | fan_out | 用于泽维尔初始化的 fan_out。PyTorch 无此参数,Paddle 保持默认即可。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.xavier_normal_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_xaiverNormal = paddle.nn.initializer.XavierNormal()
-init_xaiverNormal(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.xavier_uniform_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.xavier_uniform_.md
deleted file mode 100644
index a6f97798e46..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.xavier_uniform_.md
+++ /dev/null
@@ -1,42 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.xavier_uniform_
-
-### [torch.nn.init.xavier_uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=xavier_uniform_#torch.nn.init.xavier_uniform_)
-
-```python
-torch.nn.init.xavier_uniform_(tensor,
- gain=1.0,
- generator=None)
-```
-
-### [paddle.nn.initializer.XavierUniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/XavierUniform_cn.html)
-
-```python
-paddle.nn.initializer.XavierUniform(fan_in=None,
- fan_out=None,
- gain=1.0,
- name=None)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| gain | gain | 缩放因子。 |
-| 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。 |
-| - | fan_in | 用于泽维尔初始化的 fan_in。PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | fan_out | 用于泽维尔初始化的 fan_out。PyTorch 无此参数,Paddle 保持默认即可。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.xavier_uniform_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_xaiverUniform = paddle.nn.initializer.XavierUniform()
-init_xaiverUniform(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.zeros_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.zeros_.md
deleted file mode 100644
index 010ebace8b5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.init.zeros_.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ 组合替代实现 ]torch.nn.init.zeros_
-
-### [torch.nn.init.zeros_](https://pytorch.org/docs/stable/nn.init.html?highlight=zeros_#torch.nn.init.zeros_)
-
-```python
-torch.nn.init.zeros_(tensor)
-```
-
-### [paddle.nn.initializer.Constant](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/Constant_cn.html)
-
-```python
-paddle.nn.initializer.Constant(value=0.0)
-```
-
-两者用法不同:torch 是 inplace 的用法,paddle 是类设置的,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensor | - | n 维 tensor。Paddle 无此参数,因为是通过调用类的 __call__ 函数来进行 tensor 的初始化。 |
-| - | value | 用于初始化输入变量的值。PyTorch 无此参数,Paddle 默认值为`0.0`,保持默认即可。 |
-
-### 转写示例
-```python
-# PyTorch 写法
-conv = torch.nn.Conv2d(4, 6, (3, 3))
-torch.nn.init.zeros_(conv.weight)
-
-# Paddle 写法
-conv = nn.Conv2D(in_channels=4, out_channels=6, kernel_size=(3,3))
-init_constant = paddle.nn.initializer.Constant()
-init_constant(conv.weight)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.rand_like.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.rand_like.md
deleted file mode 100644
index 5b2fe04582c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.rand_like.md
+++ /dev/null
@@ -1,39 +0,0 @@
-## [ 组合替代实现 ]torch.rand_like
-
-### [torch.rand_like](https://pytorch.org/docs/stable/generated/torch.rand_like.html#torch.rand_like)
-```python
-torch.rand_like(input, *, dtype=None, layout=None, device=None, requires_grad=False, memory_format=torch.preserve_format)
-```
-
-返回与输入相同大小的张量,该张量由区间[0,1)上均匀分布的随机数填充。
-
-### 参数介绍
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | - | 表示输入的 Tensor |
-| dtype | - | 表示数据类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放位置,Paddle 无此参数,需要转写。 |
-| requires_grad | stop_gradient | 表示是否不阻断梯度传导,Paddle 无此参数,需要转写。 |
-| memory_format | - | 表示内存格式, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-
-PaddlePaddle 目前无对应 API,可使用如下代码组合实现该 API。
-
-### 转写示例
-#### input:表示输入的 Tensor
-```python
-# PyTorch 写法
-torch.rand_like(x)
-
-# Paddle 写法
-paddle.rand(shape=x.shape, dtype=x.dtype)
-```
-
-#### dtype:表示数据类型
-```python
-# PyTorch 写法
-torch.rand_like(x,dtype=torch.float64)
-
-# Paddle 写法
-paddle.rand(shape=x.shape, dtype=paddle.float64)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge.md
deleted file mode 100644
index 2777d08e31f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge.md
+++ /dev/null
@@ -1,31 +0,0 @@
-## [ 输入参数类型不一致 ]torch.Tensor.ge
-
-### [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge)
-
-```python
-torch.Tensor.ge(other)
-```
-
-### [paddle.Tensor.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-equal-y-name-none)
-
-```python
-paddle.Tensor.greater_equal(y, name=None)
-```
-
-其中,PyTorch 与 Paddle 的 `other` 参数所支持类型不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-|----------------------------------|------------------------------| ------------------------------------------------------ |
-| other | y | 输入的 Tensor ,PyTorch 支持 Tensor 和 Python Number,Paddle 仅支持 Tensor,需要转写。 |
-
-### 转写示例
-#### other
-```python
-# PyTorch 写法
-result = x.ge(other=2)
-
-# Paddle 写法
-result = x.greater_equal(y=paddle.to_tensor(2))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt.md
deleted file mode 100644
index 56c219ee6da..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt.md
+++ /dev/null
@@ -1,30 +0,0 @@
-## [ 输入参数类型不一致 ]torch.Tensor.gt
-
-### [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt)
-
-```python
-torch.Tensor.gt(other)
-```
-
-### [paddle.Tensor.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#greater-than-y-name-none)
-
-```python
-paddle.Tensor.greater_than(y, name=None)
-```
-
-其中 Paddle 和 PyTorch 的 `other` 参数所支持的数据类型不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-|----------------------------------|------------------------------| ------------------------------------------------------ |
-| other | y | 表示输入的 Tensor ,PyTorch 支持 Python Number 和 Tensor 类型, Paddle 仅支持 Tensor 类型。当输入为 Python Number 类型时,需要转写。 |
-
-### 转写示例
-#### other:输入为 Number
-```python
-# PyTorch 写法
-result = x.gt(2)
-
-# Paddle 写法
-result = x.greater_than(paddle.to_tensor(2))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le.md
deleted file mode 100644
index 3f990545299..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le.md
+++ /dev/null
@@ -1,30 +0,0 @@
-## [ 输入参数类型不一致 ]torch.Tensor.le
-
-### [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html)
-
-```python
-torch.Tensor.le(other)
-```
-
-### [paddle.Tensor.less_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-equal-y-name-none)
-
-```python
-paddle.Tensor.less_equal(y, name=None)
-```
-
-其中 Paddle 和 PyTorch 的 `other` 参数所支持的数据类型不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-|----------------------------------|------------------------------| ------------------------------------------------------ |
-| other | y | 表示输入的 Tensor ,PyTorch 支持 Python Number 和 Tensor 类型, Paddle 仅支持 Tensor 类型。当输入为 Python Number 类型时,需要转写。 |
-
-### 转写示例
-#### other:输入为 Number
-```python
-# PyTorch 写法
-result = x.le(2)
-
-# Paddle 写法
-result = x.less_equal(paddle.to_tensor(2))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt.md
deleted file mode 100644
index 71aedb190be..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt.md
+++ /dev/null
@@ -1,30 +0,0 @@
-## [ 输入参数类型不一致 ]torch.Tensor.lt
-
-### [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html)
-
-```python
-torch.Tensor.lt(other)
-```
-
-### [paddle.Tensor.less_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#less-than-y-name-none)
-
-```python
-paddle.Tensor.less_than(y, name=None)
-```
-
-其中 Paddle 和 PyTorch 的 `other` 参数所支持的数据类型不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-|----------------------------------|------------------------------| ------------------------------------------------------ |
-| other | y | 表示输入的 Tensor ,PyTorch 支持 Python Number 和 Tensor 类型, Paddle 仅支持 Tensor 类型。当输入为 Python Number 类型时,需要转写。 |
-
-### 转写示例
-#### other:输入为 Number
-```python
-# PyTorch 写法
-result = x.lt(2)
-
-# Paddle 写法
-result = x.less_than(paddle.to_tensor(2))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.mul.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.mul.md
deleted file mode 100644
index efdb7cc5b83..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.mul.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ 输入参数类型不一致 ] torch.Tensor.mul
-
-### [torch.Tensor.mul](https://pytorch.org/docs/stable/generated/torch.Tensor.mul.html)
-
-```python
-torch.Tensor.mul(other)
-```
-
-### [paddle.Tensor.multiply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#multiply-y-axis-1-name-none)
-
-```python
-paddle.Tensor.multiply(y,
- axis=-1,
- name=None)
-```
-
-其中,Paddle 与 PyTorch 的 `other` 参数所支持类型不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------- |
-| other | y | 相乘的元素,PyTorch 支持 Tensor 和 Python Number,Paddle 仅支持 Tensor,需要转写。 |
-| - | axis | 计算的维度,PyTorch 无此参数, Paddle 保持默认即可。|
-
-### 转写示例
-#### other:相乘的元素
-```python
-# PyTorch 写法
-y = x.mul(other=2)
-
-# Paddle 写法
-y = x.multiply(y=paddle.to_tensor(2))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.mul_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.mul_.md
deleted file mode 100644
index 3dc49bbb367..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.mul_.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ 输入参数类型不一致 ] torch.Tensor.mul_
-
-### [torch.Tensor.mul_](https://pytorch.org/docs/stable/generated/torch.Tensor.mul_.html)
-
-```python
-torch.Tensor.mul_(other)
-```
-
-### [paddle.Tensor.multiply_]()
-
-```python
-paddle.Tensor.multiply_(y,
- axis=-1,
- name=None)
-```
-
-其中,Paddle 与 PyTorch 的 `other` 参数所支持类型不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------- |
-| other | y | 相乘的元素,PyTorch 支持 Tensor 和 Python Number,Paddle 仅支持 Tensor,需要转写。 |
-| - | axis | 计算的维度,PyTorch 无此参数, Paddle 保持默认即可。|
-
-### 转写示例
-#### other:相乘的元素
-```python
-# PyTorch 写法
-x.mul_(other=2)
-
-# Paddle 写法
-x.multiply_(y=paddle.to_tensor(2))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne.md
deleted file mode 100644
index 392c8237e76..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne.md
+++ /dev/null
@@ -1,30 +0,0 @@
-## [ 输入参数类型不一致 ] torch.Tensor.ne
-### [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne)
-
-```python
-torch.Tensor.ne(other)
-```
-
-### [paddle.Tensor.not_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#not-equal-y-name-none)
-
-```python
-paddle.Tensor.not_equal(y)
-```
-
-其中,Paddle 与 PyTorch 的 `other` 参数所支持类型不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------- |
-| other | y | 比较的元素,PyTorch 支持 Tensor 和 Python Number,Paddle 仅支持 Tensor,需要转写。 |
-
-### 转写示例
-#### other:比较的元素
-```python
-# PyTorch 写法
-y = x.ne(other=2)
-
-# Paddle 写法
-y = x.not_equal(y=paddle.to_tensor(2))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.remainder.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.remainder.md
deleted file mode 100644
index 34948b8475b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.remainder.md
+++ /dev/null
@@ -1,31 +0,0 @@
-## [ 输入参数类型不一致 ]torch.Tensor.remainder
-
-### [torch.Tensor.remainder](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder.html?highlight=torch+tensor+remainder#torch.Tensor.remainder)
-
-```python
-torch.Tensor.remainder(other)
-```
-
-### [paddle.Tensor.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#remainder-y-name-none)
-
-```python
-paddle.Tensor.remainder(y, name=None)
-```
-
-其中 Paddle 与 PyTorch 运算除数参数所支持的类型不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| other | y | 除数,PyTorch 可为 Tensor or Scalar,Paddle 仅可为 Tensor, 需要转写。 |
-
-### 转写示例
-#### other:除数为 Scalar
-```python
-# PyTorch 写法
-x.remainder(1)
-
-# Paddle 写法
-x.remainder(y=paddle.to_tensor(1))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.current_stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.current_stream.md
deleted file mode 100644
index fa3533ae66f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.current_stream.md
+++ /dev/null
@@ -1,43 +0,0 @@
-## [输入参数类型不一致]torch.cuda.current_stream
-
-### [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream)
-
-```python
-torch.cuda.current_stream(device=None)
-```
-
-### [paddle.device.current_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/current_stream_cn.html)
-
-```python
-paddle.device.current_stream(device=None)
-```
-
-功能一致,参数类型不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| device | device | 表示希望获取 stream 的设备或者设备 ID。如果为 None,则为当前的设备。默认值为 None,需要转写。 |
-
-### 转写示例
-#### device: 特定的运行设备
-
-```python
-# PyTorch 写法
-torch.cuda.current_stream('cuda:0')
-
-# Paddle 写法
-paddle.device.current_stream('gpu:0')
-
-# PyTorch 写法
-torch.cuda.current_stream(2)
-
-# Paddle 写法
-paddle.device.current_stream('gpu:2')
-
-# PyTorch 写法
-torch.cuda.current_stream()
-
-# Paddle 写法
-paddle.device.current_stream()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.get_device_properties.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.get_device_properties.md
deleted file mode 100644
index 6e15d7aae51..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.get_device_properties.md
+++ /dev/null
@@ -1,43 +0,0 @@
-## [ 输入参数类型不一致 ]torch.cuda.get_device_properties
-
-### [torch.cuda.get_device_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties)
-
-```python
-torch.cuda.get_device_properties(device)
-```
-
-### [paddle.device.cuda.get_device_properties](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_properties_cn.html)
-
-```python
-paddle.device.cuda.get_device_properties(device)
-```
-
-两者功能一致但参数类型不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| device | device | 表示设备、设备 ID 和类似于 gpu:x 的设备名称。默认值为 None,需要转写。|
-
-### 转写示例
-#### device: 设备
-
-```python
-# PyTorch 写法
-torch.cuda.get_device_properties('cuda:0')
-
-# Paddle 写法
-paddle.device.cuda.get_device_properties('gpu:0')
-
-# PyTorch 写法
-torch.cuda.get_device_properties(2)
-
-# Paddle 写法
-paddle.device.cuda.get_device_properties('gpu:2')
-
-# PyTorch 写法
-torch.cuda.get_device_properties()
-
-# Paddle 写法
-paddle.device.cuda.get_device_properties()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.set_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.set_device.md
deleted file mode 100644
index c206f199d5c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.set_device.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [ 输入参数类型不一致 ]torch.cuda.set_device
-
-### [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device)
-
-```python
-torch.cuda.set_device(device)
-```
-
-### [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_device_cn.html)
-
-```python
-paddle.device.set_device(device)
-```
-
-功能一致,参数类型不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ |------------------------------------------------|
-| device | device | PyTorch 支持 torch.device 或 int。PaddlePaddle 支持 str。 |
-
-
-### 转写示例
-#### device: 特定的运行设备
-
-```python
-# PyTorch 写法
-torch.cuda.set_device('cuda:0')
-
-# Paddle 写法
-paddle.device.set_device('gpu:0')
-
-# PyTorch 写法
-torch.cuda.set_device(2)
-
-# Paddle 写法
-paddle.device.set_device('gpu:2')
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.floor_divide.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.floor_divide.md
deleted file mode 100644
index a453efdeb5b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.floor_divide.md
+++ /dev/null
@@ -1,46 +0,0 @@
-## [ 输入参数类型不一致 ]torch.floor_divide
-### [torch.floor_divide](https://pytorch.org/docs/stable/generated/torch.floor_divide.html?highlight=torch+floor_divide#torch.floor_divide)
-
-```python
-torch.floor_divide(input,
- other,
- *,
- out=None)
-```
-
-### [paddle.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_divide_cn.html#floor-divide)
-
-```python
-paddle.floor_divide(x,
- y,
- name=None)
-```
-
-其中 PyTorch 和 Paddle 的 `other` 参数支持类型不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的被除数 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的除数 Tensor ,torch 支持 Tensor 和 Python Number,paddle 仅支持 Tensor。当输入为 Python Number 时,需要转写。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### other:输入为 Number
-```python
-# PyTorch 写法
-torch.floor_divide(torch.tensor([2, 3, 8, 7]), other=2.)
-
-# Paddle 写法
-paddle.floor_divide(paddle.to_tensor([2, 3, 8, 7]), other=paddle.to_tensor(2.))
-```
-
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.floor_divide(torch.tensor([2, 3, 8, 7]), torch.tensor([1, 5, 3, 3]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.floor_divide(paddle.to_tensor([2, 3, 8, 7]), paddle.to_tensor([1, 5, 3, 3])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.narrow.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.narrow.md
deleted file mode 100644
index 097fd7ed4b1..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.narrow.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [ 输入参数用法不一致 ]torch.Tensor.narrow
-### [torch.Tensor.narrow](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow.html#torch.Tensor.narrow)
-
-```python
-torch.Tensor.narrow(dim, start, length)
-```
-
-### [paddle.slice](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/slice_cn.html#slice)
-```python
-paddle.slice(input,
- axes,
- starts,
- ends)
-```
-
-其中 PyTorch 的 length 与 Paddle 的 ends 用法不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| - | input | 表示输入的 Tensor 。 |
-| dim | axes | 表示切片的轴。 |
-| start | starts | 表示起始位置。 |
-| length | - | 到结束位置的长度,Paddle 无此参数,需要转写。Paddle 应改写 ends。 |
-| - | ends | 表示结束位置,PyTorch 无此参数,应设为 start + length 。 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-y = a.narrow(1, 1, 4)
-
-# Paddle 写法
-# Paddle 可通过设置 ends-starts=length 来实现 PyTorch 的 length 功能
-y = paddle.slice(a, [1], [1], [5])
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.permute.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.permute.md
deleted file mode 100644
index fba87e192e9..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.permute.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [ 输入参数用法不一致 ]torch.Tensor.permute
-
-### [torch.Tensor.permute](https://pytorch.org/docs/stable/generated/torch.Tensor.permute.html)
-
-```python
-torch.Tensor.permute(*dims)
-```
-
-### [paddle.Tensor.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#transpose-perm-name-none)
-
-```python
-paddle.Tensor.transpose(perm, name=None)
-```
-
-PyTorch 的 `*dims` 相比于 paddle 的 `perm` 额外支持可变参数的用法,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| *dims | perm | torch 支持可变参数或 list/tuple,paddle 仅支持 list/tuple。对于可变参数的用法,需要转写。 |
-
-### 转写示例
-#### *dims: 可变参数用法
-```python
-# pytorch
-x = torch.randn(2, 3, 5)
-y = x.permute(2, 0, 1)
-
-# paddle
-x = paddle.randn([2, 3, 5])
-y = x.transpose([2, 0, 1])
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.repeat.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.repeat.md
deleted file mode 100644
index 35201f84295..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.repeat.md
+++ /dev/null
@@ -1,32 +0,0 @@
-## [ 输入参数用法不一致 ]torch.Tensor.repeat
-
-### [torch.Tensor.repeat](https://pytorch.org/docs/stable/generated/torch.Tensor.repeat.html)
-
-```python
-torch.Tensor.repeat(*repeats)
-```
-
-### [paddle.Tensor.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tile-repeat-times-name-none)
-
-```python
-paddle.Tensor.tile(repeat_times, name=None)
-```
-
-PyTorch 的 `*repeats` 相比于 Paddle 的 `repeat_times` 额外支持可变参数的用法,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| *repeats | repeat_times | torch 支持可变参数或 list/tuple,paddle 仅支持 list/tuple。对于可变参数的用法,需要转写。 |
-
-### 转写示例
-#### *sizes: 各个维度重复的次数,可变参数用法
-```python
-# pytorch
-x = torch.randn(2, 3, 5)
-y = x.repeat(4, 2, 1)
-
-# paddle
-x = paddle.randn([2, 3, 5])
-y = x.tile((4, 2, 1))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.reshape.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.reshape.md
deleted file mode 100644
index 5d635f14c63..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.reshape.md
+++ /dev/null
@@ -1,32 +0,0 @@
-## [ 输入参数用法不一致 ]torch.Tensor.reshape
-
-### [torch.Tensor.reshape](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape.html)
-
-```python
-torch.Tensor.reshape(*shape)
-```
-
-### [paddle.Tensor.reshape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#reshape-shape-name-none)
-
-```python
-paddle.Tensor.reshape(shape, name=None)
-```
-
-PyTorch 的 `*shape` 相比于 Paddle 的 `shape` 额外支持可变参数的用法,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| *shape | shape | torch 支持可变参数或 list/tuple,paddle 仅支持 list/tuple。对于可变参数的用法,需要转写。 |
-
-### 转写示例
-#### *shape: 新数组的维度序列,可变参数用法
-```python
-# pytorch
-x = torch.randn(2, 3, 5)
-y = x.reshape(6, 5)
-
-# paddle
-x = paddle.randn([2, 3, 5])
-y = x.reshape((6, 5))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.swapaxes.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.swapaxes.md
deleted file mode 100644
index 281760f7821..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.swapaxes.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [ 输入参数用法不一致 ] torch.Tensor.swapaxes
-
-### [torch.Tensor.swapaxes](https://pytorch.org/docs/stable/generated/torch.Tensor.swapaxes.html#torch.Tensor.swapaxes)
-
-```python
-torch.Tensor.swapaxes(axis0, axis1)
-```
-
-### [paddle.Tensor.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#transpose-perm-name-none)
-
-```python
-paddle.Tensor.transpose(perm,
- name=None)
-```
-
-其中 PyTorch 的 `axis0、axis1` 与 Paddle 用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| axis0 | - | PyTorch 转置的第一个维度,Paddle 无此参数,需要转写。 |
-| axis1 | - | PyTorch 转置的第二个维度,Paddle 无此参数,需要转写。 |
-| - | perm | PyTorch 无此参数。 Paddle 可通过 perm 参数,等价的实现 torch 的 axis0、axis1 的功能。|
-
-### 转写示例
-
-#### axis0、axis1 参数: 转置的维度设置
-
-``` python
-# PyTorch 写法:
-x.swapaxes(axis0=0, axis1=1)
-
-# Paddle 写法:
-x.transpose(perm=[1, 0, 2])
-
-# 注:x 为 3D Tensor
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.swapdims.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.swapdims.md
deleted file mode 100644
index 842a070ca5e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.swapdims.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [ 输入参数用法不一致 ] torch.Tensor.swapdims
-
-### [torch.Tensor.swapdims](https://pytorch.org/docs/stable/generated/torch.Tensor.swapdims.html#torch.Tensor.swapdims)
-
-```python
-torch.Tensor.swapdims(dim0, dim1)
-```
-
-### [paddle.Tensor.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#transpose-perm-name-none)
-
-```python
-paddle.Tensor.transpose(perm,
- name=None)
-```
-
-其中 PyTorch 的 `dim0、dim1` 与 Paddle 用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| dim0 | - | PyTorch 转置的第一个维度,Paddle 无此参数,需要转写。 |
-| dim1 | - | PyTorch 转置的第二个维度,Paddle 无此参数,需要转写。 |
-| - | perm | Paddle 无此参数。 Paddle 可通过 perm 参数,等价的实现 torch 的 dim0、dim1 的功能。|
-
-
-### 转写示例
-
-#### dim0、dim1 参数: 转置的维度设置
-``` python
-# PyTorch 写法:
-x.swapaxes(dim0=0, dim1=1)
-
-# Paddle 写法:
-x.transpose(perm=[1, 0, 2])
-
-# 注:x 为 3D Tensor
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.transpose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.transpose.md
deleted file mode 100644
index 6ef8e09da61..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.transpose.md
+++ /dev/null
@@ -1,32 +0,0 @@
-## [ 输入参数用法不一致 ]torch.Tensor.transpose
-
-### [torch.Tensor.transpose](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose.html)
-
-```python
-torch.Tensor.transpose(dim0, dim1)
-```
-
-### [paddle.Tensor.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#transpose-perm-name-none)
-
-```python
-paddle.Tensor.transpose(perm, name=None)
-```
-
-PyTorch 的 `dim0, dim1` 与 Paddle 的 `perm` 用法不同,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| dim0, dim1 | perm | torch 的 dim0 与 dim1 表示要交换的两个维度, 为整数。 paddle 的 perm 表示重排的维度序列,为 list/tuple 。需要转写。|
-
-### 转写示例
-#### dim0, dim1: 表示要交换的两个维度
-```python
-# pytorch
-x = torch.randn(2, 3, 5)
-y = x.transpose(0, 1)
-
-# paddle
-x = paddle.randn([2, 3, 5])
-y = x.transpose(perm=[1, 0, 2])
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.view.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.view.md
deleted file mode 100644
index f127884b38d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.view.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ 输入参数用法不一致 ]torch.Tensor.view
-
-### [torch.Tensor.view](https://pytorch.org/docs/stable/generated/torch.Tensor.view.html?highlight=view#torch.Tensor.view)
-
-```python
-torch.Tensor.view(*shape)
-torch.Tensor.view(dtype)
-```
-
-### [paddle.Tensor.view](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#view-x-shape-or-dtype-name-none)
-
-```python
-paddle.Tensor.view(shape_or_dtype, name=None)
-```
-
-两者功能一致, 但 pytorch 的 `*shape` 和 paddle 的 `shape_or_dtype` 参数用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------------------ |
-| *shape | shape_or_dtype | 指定的维度。 PyTorch 参数 shape 既可以是可变参数,也可以是 list/tuple/torch.Size/dtype 的形式, Paddle 参数 shape_or_dtype 为 list/tuple/dtype 的形式。对于可变参数的用法,需要进行转写。 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-x = torch.randn(4, 4)
-x.view(2, 2, 4)
-
-# Paddle 写法
-x = paddle.randn(4, 4)
-x.view([2, 2, 4])
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.broadcast_shapes.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.broadcast_shapes.md
deleted file mode 100644
index 5ada9b2b1d5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.broadcast_shapes.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [ 输入参数用法不一致 ]torch.broadcast_shapes
-
-### [torch.broadcast_shapes](https://pytorch.org/docs/stable/generated/torch.broadcast_shapes.html#torch.broadcast_shapes)
-
-```python
-torch.broadcast_shapes(*shapes)
-```
-
-### [paddle.broadcast_shape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_shape_cn.html)
-
-```python
-paddle.broadcast_shape(x_shape, y_shape)
-```
-
-其中功能一致, 参数用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| -------- | ---------------- | --------------------------------------------------------------------------------------------------------- |
-| *shapes | x_shape, y_shape | 输入 Tensor 的 shape,输入参数数量不一致,PyTorch 可以输入多项,Paddle 输入为两项,需要多次调用进行转写。 |
-
-### 转写示例
-
-#### shapes 参数:输入 Tensor 的 shape
-
-```python
-# PyTorch 写法:
-torch.broadcast_shapes(x1, x2, x3)
-
-# Paddle 写法:
-paddle.broadcast_shape(paddle.broadcast_shape(x1, x2), x3)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.narrow.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.narrow.md
deleted file mode 100644
index 546a1f897cd..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.narrow.md
+++ /dev/null
@@ -1,39 +0,0 @@
-## [ 输入参数用法不一致 ]torch.narrow
-### [torch.narrow](https://pytorch.org/docs/stable/generated/torch.narrow.html?highlight=narrow#torch.narrow)
-```python
-torch.narrow(input,
- dim,
- start,
- length)
-```
-
-
-### [paddle.slice](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/slice_cn.html#slice)
-```python
-paddle.slice(input,
- axes,
- starts,
- ends)
-```
-
-其中 PyTorch 的 length 与 Paddle 的 ends 用法不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | input | 表示输入的 Tensor 。 |
-| dim | axes | 表示切片的轴。 |
-| start | starts | 表示起始位置。 |
-| length | - | 到结束位置的长度,Paddle 无此参数。应修改 ends 实现。 |
-| - | ends | 表示结束位置,PyTorch 无此参数。 Paddle 应设为 start + length。 |
-
-
-### 转写示例
-``` python
-# PyTorch 写法:
-torch.narrow(x, 0, 1, 2)
-
-# Paddle 写法:
-# Paddle 可通过设置 ends-starts=length 来实现 PyTorch 的 length 功能
-paddle.slice(x, [0], [1], [3])
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Conv1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Conv1d.md
deleted file mode 100644
index 003a5d7be6e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Conv1d.md
+++ /dev/null
@@ -1,70 +0,0 @@
-## [ 输入参数用法不一致 ]torch.nn.Conv1d
-### [torch.nn.Conv1d](https://pytorch.org/docs/stable/generated/torch.nn.Conv1d.html?highlight=conv1d#torch.nn.Conv1d)
-
-```python
-torch.nn.Conv1d(in_channels,
- out_channels,
- kernel_size,
- stride=1,
- padding=0,
- dilation=1,
- groups=1,
- bias=True,
- padding_mode='zeros',
- device=None,
- dtype=None)
-```
-
-### [paddle.nn.Conv1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1D_cn.html#conv1d)
-
-```python
-paddle.nn.Conv1D(in_channels,
- out_channels,
- kernel_size,
- stride=1,
- padding=0,
- dilation=1,
- groups=1,
- padding_mode='zeros',
- weight_attr=None,
- bias_attr=None,
- data_format='NCL')
-```
-
-其中 PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| in_channels | in_channels | 表示输入 Tensor 通道数。 |
-| out_channels | out_channels | 表示输出 Tensor 通道数。 |
-| kernel_size | kernel_size | 表示卷积核大小。 |
-| stride | stride | 表示卷积核步长。 |
-| padding | padding | 表示填充大小。 |
-| dilation | dilation | 表示空洞大小。 |
-| groups | groups | 表示分组数。 |
-| `bias` | - | 是否在输出中添加可学习的 bias, Paddle 无此参数,需要转写。 |
-| padding_mode | padding_mode | 表示填充模式。 |
-| device | - | 指定 Tensor 的设备,一般对网络训练结果影响不大,可直接删除。 |
-| dtype | - | 指定权重参数属性的对象,一般对网络训练结果影响不大,可直接删除。 |
-| - | weight_attr | Tensor 的所需数据类型,PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | bias_attr | Tensor 的所需数据类型,当`bias_attr`设置为 bool 类型与 PyTorch 的作用一致。 |
-| - | data_format | Tensor 的所需数据类型,PyTorch 无此参数,Paddle 保持默认即可。 |
-
-
-### 转写示例
-#### bias: 是否在输出中添加可学习的 bias
-```python
-# PyTorch 写法
-torch.nn.Conv1D(16, 33, 3, bias=True)
-
-# Paddle 写法
-paddle.nn.Conv1D(16, 33, 3)
-```
-```python
-# PyTorch 写法
-torch.nn.Conv1D(16, 33, 3, bias=False)
-
-# Paddle 写法
-paddle.nn.Conv1D(16, 33, 3, bias_attr=False)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Conv2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Conv2d.md
deleted file mode 100644
index 7fc3725153f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Conv2d.md
+++ /dev/null
@@ -1,70 +0,0 @@
-## [ 输入参数用法不一致 ]torch.nn.Conv2d
-### [torch.nn.Conv2d](https://pytorch.org/docs/stable/generated/torch.nn.Conv2d.html?highlight=conv2d#torch.nn.Conv2d)
-
-```python
-torch.nn.Conv2d(in_channels,
- out_channels,
- kernel_size,
- stride=1,
- padding=0,
- dilation=1,
- groups=1,
- bias=True,
- padding_mode='zeros',
- device=None,
- dtype=None)
-```
-
-### [paddle.nn.Conv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2D_cn.html#conv2d)
-
-```python
-paddle.nn.Conv2D(in_channels,
- out_channels,
- kernel_size,
- stride=1,
- padding=0,
- dilation=1,
- groups=1,
- padding_mode='zeros',
- weight_attr=None,
- bias_attr=None,
- data_format='NCHW')
-```
-
-其中 PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| in_channels | in_channels | 表示输入 Tensor 通道数。 |
-| out_channels | out_channels | 表示输出 Tensor 通道数。 |
-| kernel_size | kernel_size | 表示卷积核大小。 |
-| stride | stride | 表示卷积核步长。 |
-| padding | padding | 表示填充大小。 |
-| dilation | dilation | 表示空洞大小。 |
-| groups | groups | 表示分组数。 |
-| bias | - | 是否在输出中添加可学习的 bias。 |
-| padding_mode | padding_mode | 表示填充模式。 |
-| device | - | 指定 Tensor 的设备,一般对网络训练结果影响不大,可直接删除。 |
-| dtype | - | 指定权重参数属性的对象,一般对网络训练结果影响不大,可直接删除。 |
-| - | weight_attr | Tensor 的所需数据类型,PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | bias_attr | Tensor 的所需数据类型,当`bias_attr`设置为 bool 类型与 PyTorch 的作用一致。 |
-| - | data_format | Tensor 的所需数据类型,PyTorch 无此参数,Paddle 保持默认即可。 |
-
-
-### 转写示例
-#### bias: 是否在输出中添加可学习的 bias
-```python
-# PyTorch 写法
-torch.nn.Conv2D(16, 33, 3, bias=True)
-
-# Paddle 写法
-paddle.nn.Conv2D(16, 33, 3)
-```
-```python
-# PyTorch 写法
-torch.nn.Conv2D(16, 33, 3, bias=False)
-
-# Paddle 写法
-paddle.nn.Conv2D(16, 33, 3, bias_attr=False)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Conv3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Conv3d.md
deleted file mode 100644
index b33d1af86de..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Conv3d.md
+++ /dev/null
@@ -1,71 +0,0 @@
-## [ 输入参数用法不一致 ]torch.nn.Conv3d
-### [torch.nn.Conv3d](https://pytorch.org/docs/stable/generated/torch.nn.Conv3d.html?highlight=conv3d#torch.nn.Conv3d)
-
-```python
-torch.nn.Conv3d(in_channels,
- out_channels,
- kernel_size,
- stride=1,
- padding=0,
- dilation=1,
- groups=1,
- bias=True,
- padding_mode='zeros',
- device=None,
- dtype=None)
-```
-
-### [paddle.nn.Conv3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3D_cn.html#conv3d)
-
-```python
-paddle.nn.Conv3D(in_channels,
- out_channels,
- kernel_size,
- stride=1,
- padding=0,
- dilation=1,
- groups=1,
- padding_mode='zeros',
- weight_attr=None,
- bias_attr=None,
- data_format='NCDHW')
-```
-
-
-其中 PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| in_channels | in_channels | 表示输入 Tensor 通道数。 |
-| out_channels | out_channels | 表示输出 Tensor 通道数。 |
-| kernel_size | kernel_size | 表示卷积核大小。 |
-| stride | stride | 表示卷积核步长。 |
-| padding | padding | 表示填充大小。 |
-| dilation | dilation | 表示空洞大小。 |
-| groups | groups | 表示分组数。 |
-| `bias` | - | 是否在输出中添加可学习的 bias。 |
-| padding_mode | padding_mode | 表示填充模式。 |
-| device | - | 指定 Tensor 的设备,一般对网络训练结果影响不大,可直接删除。 |
-| dtype | - | 指定权重参数属性的对象,一般对网络训练结果影响不大,可直接删除。 |
-| - | weight_attr | Tensor 的所需数据类型,PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | bias_attr | Tensor 的所需数据类型,当`bias_attr`设置为 bool 类型与 PyTorch 的作用一致。 |
-| - | data_format | Tensor 的所需数据类型,PyTorch 无此参数,Paddle 保持默认即可。 |
-
-
-### 转写示例
-#### bias: 是否在输出中添加可学习的 bias
-```python
-# PyTorch 写法
-torch.nn.Conv3D(16, 33, 3, bias=True)
-
-# Paddle 写法
-paddle.nn.Conv3D(16, 33, 3)
-```
-```python
-# PyTorch 写法
-torch.nn.Conv3D(16, 33, 3, bias=False)
-
-# Paddle 写法
-paddle.nn.Conv3D(16, 33, 3, bias_attr=False)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.GELU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.GELU.md
deleted file mode 100644
index 91ebfbfaac5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.GELU.md
+++ /dev/null
@@ -1,43 +0,0 @@
-## [ 输入参数用法不一致 ]torch.nn.GELU
-
-### [torch.nn.GELU](https://pytorch.org/docs/stable/generated/torch.nn.GELU.html#torch.nn.GELU)
-
-```python
-torch.nn.GELU(approximate='none')
-```
-
-### [paddle.nn.GELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GELU_cn.html)
-
-```python
-paddle.nn.GELU(approximate=False, name=None)
-```
-
-其中功能一致, 输入参数用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ----------- | ------------ | ------------------------------------------------------------------------------------ |
-| approximate | approximate | 是否使用近似计算,PyTorch 取值 none 和 tanh,Paddle 取值为 bool 类型,需要转写。 |
-
-### 转写示例
-
-#### approximate 参数:是否使用近似计算
-
-```python
-# 取值为 tanh,PyTorch 写法:
-m = torch.nn.GELU(approximate='tanh')
-y = m(x)
-
-# Paddle 写法:
-m = paddle.nn.GELU(approximate=True)
-y = m(x)
-
-# 取值为 none,PyTorch 写法:
-m = torch.nn.GELU(approximate='none')
-y = m(x)
-
-# Paddle 写法:
-m = paddle.nn.GELU(approximate=False)
-y = m(x)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.to.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.to.md
deleted file mode 100644
index df930cfdd8b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.to.md
+++ /dev/null
@@ -1,122 +0,0 @@
-## [ 输入参数用法不一致 ]torch.nn.Module.to
-
-### [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to)
-
-```python
-torch.nn.Module.to(device=None, dtype=None, non_blocking=False)
-```
-
-### [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)
-
-```python
-paddle.nn.Layer.to(device=None, dtype=None, blocking=None)
-```
-
-两者参数用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------ | ------------ | -------------------------------------------------------------------------------------------------------- |
-| device | device | Tensor 设备类型,PyTorch 为 torch.device,Paddle 为字符串 cpu,gpu:x,xpu:x 或 Place 对象,需要转写。 |
-| dtype | dtype | Tensor 数据类型,PyTorch 为字符串或 PyTorch 数据类型,Paddle 为 字符串或 Paddle 数据类型,需要转写。 |
-| non_blocking | blocking | 是否同步或异步拷贝,PyTorch 和 Paddle 取值相反,需要转写。 |
-
-### 转写示例
-
-#### device 参数:Tensor 设备类型
-
-```python
-# PyTorch 写法:
-module = torch.nn.Module()
-module.to(device=torch.device("cuda:0"))
-
-# Paddle 写法:
-module = paddle.nn.Layer()
-module.to(device="gpu:0")
-```
-
-#### dtype 参数:Tensor 数据类型
-
-```python
-# PyTorch 写法:
-module = torch.nn.Module()
-module.to(dtype=torch.float32)
-
-# Paddle 写法:
-module = paddle.nn.Layer()
-module.to(dtype=paddle.float32)
-```
-
-#### non_blocking 参数:是否同步或异步拷贝
-
-```python
-# PyTorch 写法:
-module = torch.nn.Module()
-module.to(non_blocking = False)
-
-# Paddle 写法:
-module = paddle.nn.Layer()
-module.to(blocking=True)
-```
-
----
-
-### [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to)
-
-```python
-torch.nn.Module.to(tensor, non_blocking=False)
-```
-
-### [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)
-
-```python
-paddle.nn.Layer.to(device=None, dtype=None, blocking=None)
-```
-
-两者参数用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------ | ------------ | -------------------------------------------------------------- |
-| tensor | - | 获取设备和数据类型的 Tensor,Paddle 无此参数,需要转写。 |
-| - | device | Tensor 设备类型,PyTorch 无此参数,需要转写。 |
-| - | dtype | Tensor 数据类型,PyTorch 无此参数,需要转写。 |
-| non_blocking | blocking | 是否同步或异步拷贝,PyTorch 和 Paddle 取值相反,需要转写。 |
-
-### 转写示例
-
-#### tensor 参数:获取设备和数据类型的 Tensor
-
-```python
-# PyTorch 写法:
-module = torch.nn.Module()
-module.to(x)
-
-# Paddle 写法:
-module = paddle.nn.Layer()
-module.to(device=x.place, dtype=x.dtype)
-```
-
-#### non_blocking 参数:是否同步或异步拷贝
-
-```python
-# PyTorch 写法:
-module = torch.nn.Module()
-module.to(x, non_blocking = False)
-
-# Paddle 写法:
-module = paddle.nn.Layer()
-module.to(device=x.place, dtype=x.dtype, blocking=True)
-```
-
----
-
-### [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to)
-
-```python
-torch.nn.Module.to(memory_format=torch.channels_last)
-```
-
-memory_format 表示内存格式,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/input_args_usage_diff/torch.nn.Sequential.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Sequential.md
deleted file mode 100644
index 6a2fd8b1fee..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Sequential.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ 输入参数用法不一致 ]torch.nn.Sequential
-
-### [torch.nn.Sequential](https://pytorch.org/docs/stable/generated/torch.nn.Sequential.html#torch.nn.Sequential)
-
-```python
-torch.nn.Sequential(arg: OrderedDict[str, Module])
-```
-
-### [paddle.nn.Sequential](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Sequential_cn.html)
-
-```python
-paddle.nn.Sequential(*layers)
-```
-
-其中功能一致, 参数用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------------------------------------------------------------------------------ |
-| arg | layers | Paddle 支持 Layers 或可迭代的 name Layer 对,PyTorch 支持类型更多,包含 OrderedDict 类型。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.gelu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.gelu.md
deleted file mode 100644
index 746971e5485..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.gelu.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [ 输入参数用法不一致]torch.nn.functional.gelu
-
-### [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html#torch.nn.functional.gelu)
-
-```python
-torch.nn.functional.gelu(input, approximate='none')
-```
-
-### [paddle.nn.functional.gelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gelu_cn.html)
-
-```python
-paddle.nn.functional.gelu(x, approximate=False, name=None)
-```
-
-其中功能一致, 输入参数用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ----------- | ------------ | ------------------------------------------------------------------------------------ |
-| input | x | 输入的 Tensor,仅参数名不一致。 |
-| approximate | approximate | 是否使用近似计算,PyTorch 取值 none 和 tanh,Paddle 取值为 bool 类型,需要转写。 |
-
-### 转写示例
-
-#### approximate 参数:是否使用近似计算
-
-```python
-# PyTorch 写法:
-y1 = torch.nn.functional.gelu(x, approximate='tanh')
-y2 = torch.nn.functional.gelu(x, approximate='none')
-
-# Paddle 写法:
-y1 = paddle.nn.functional.gelu(x, approximate=True)
-y2 = paddle.nn.functional.gelu(x, approximate=False)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.ones.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.ones.md
deleted file mode 100644
index 041bdb809e1..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.ones.md
+++ /dev/null
@@ -1,83 +0,0 @@
-## [ 输入参数用法不一致 ]torch.ones
-### [torch.ones](https://pytorch.org/docs/stable/generated/torch.ones.html?highlight=ones#torch.ones)
-
-```python
-torch.ones(*size,
- *,
- out=None,
- dtype=None,
- layout=torch.strided,
- device=None,
- requires_grad=False,
- pin_memory=False)
-```
-
-### [paddle.ones](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ones_cn.html#ones)
-```python
-paddle.ones(shape,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-### 参数映射
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| *size | shape | 表示输出形状大小,PyTorch 以可变参数方式传入,Paddle 以 list 或 tuple 的方式传入。 |
-| out | - | 表示输出的 Tensor, Paddle 无此参数,需要转写。 |
-| dtype | dtype | 表示数据类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否不阻断梯度传导,Paddle 无此参数,需要转写。 |
-| pin_memory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### *size:输出形状大小
-```python
-# PyTorch 写法
-torch.ones(3, 5)
-
-# Paddle 写法
-paddle.ones([3, 5])
-```
-
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.ones((3, 2), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.ones([3, 2]), y)
-```
-
-
-#### requires_grad:是否需要求反向梯度,需要修改该 Tensor 的 stop_gradient 属性
-```python
-# PyTorch 写法
-x = torch.ones(3, 2, requires_grad=True)
-
-# Paddle 写法
-x = paddle.ones([3, 2])
-x.stop_gradient = False
-```
-
-
-#### device: Tensor 的设备
-```python
-# PyTorch 写法
-torch.ones(3, 2, device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.ones([3, 2])
-y.cpu()
-```
-
-#### pin_memory:是否分配到固定内存上
-
-```python
-# PyTorch 写法
-y = torch.ones((3, 5), pin_memory=True)
-
-# Paddle 写法
-y = paddle.ones([3, 5]).pin_memory()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.randn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.randn.md
deleted file mode 100644
index 55eef6690c0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.randn.md
+++ /dev/null
@@ -1,87 +0,0 @@
-## [ 输入参数用法不一致 ]torch.randn
-
-### [torch.randn](https://pytorch.org/docs/stable/generated/torch.randn.html?highlight=randn#torch.randn)
-
-```python
-torch.randn(*size,
- *,
- generator=None,
- out=None,
- dtype=None,
- layout=torch.strided,
- device=None,
- requires_grad=False,
- pin_memory=False)
-```
-
-### [paddle.randn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_cn.html#randn)
-
-```python
-paddle.randn(shape,
- dtype=None,
- name=None)
-```
-
-其中 torch 的 `size` 和 paddle 的 `shape` 用法不一致,torch 还支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| *size | shape | 表示输出形状大小,PyTorch 以可变参数方式传入,Paddle 以 list 或 tuple 的方式传入。 |
-| generator | - | Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-| dtype | dtype | 表示输出 Tensor 的数据类型。 |
-| layout | - | 表示布局方式, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度, Paddle 无此参数,需要转写。 |
-| pin_memory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-
-
-
-### 转写示例
-#### *size:输出形状大小
-```python
-# PyTorch 写法
-torch.randn(3, 5)
-
-# Paddle 写法
-paddle.randn([3, 5])
-```
-
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.randn([3, 5], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.randn([3, 5]), y)
-```
-
-#### device: Tensor 的设备
-```python
-# PyTorch 写法
-torch.randn((2, 2), device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.randn([2, 2])
-y.cpu()
-```
-
-#### requires_grad:是否需要求反向梯度,需要修改该 Tensor 的 stop_gradient 属性
-```python
-# PyTorch 写法
-x = torch.randn([3, 5], requires_grad=True)
-
-# Paddle 写法
-x = paddle.randn([3, 5])
-x.stop_gradient = False
-```
-
-#### pin_memory:是否分配到固定内存上
-
-```python
-# PyTorch 写法
-y = torch.randn((3, 5), pin_memory=True)
-
-# Paddle 写法
-y = paddle.randn([3, 5]).pin_memory()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.swapaxes.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.swapaxes.md
deleted file mode 100644
index 3471536960b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.swapaxes.md
+++ /dev/null
@@ -1,40 +0,0 @@
-## [ 输入参数用法不一致 ] torch.swapaxes
-
-### [torch.swapaxes](https://pytorch.org/docs/stable/generated/torch.swapaxes.html#torch.swapaxes)
-
-```python
-torch.swapaxes(input, axis0, axis1)
-```
-
-### [paddle.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/transpose_cn.html#transpose)
-
-```python
-paddle.transpose(x,
- perm,
- name=None)
-```
-
-其中 PyTorch 的 `axis0、axis1` 与 Paddle 用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入 Tensor。 |
-| axis0 | - | PyTorch 转置的第一个维度,Paddle 无此参数,需要转写。 |
-| axis1 | - | PyTorch 转置的第二个维度,Paddle 无此参数,需要转写。 |
-| - | perm | Paddle 可通过 perm 参数,等价的实现 torch 的 axis0、axis1 的功能。|
-
-
-### 转写示例
-
-#### axis0、axis1 参数: 转置的维度设置
-``` python
-# PyTorch 写法:
-torch.swapaxes(x, axis0=0, axis1=1)
-
-# Paddle 写法:
-paddle.transpose(x, perm=[1, 0, 2])
-
-# 注:x 为 3D Tensor
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.swapdims.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.swapdims.md
deleted file mode 100644
index e0b9f83fb5c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.swapdims.md
+++ /dev/null
@@ -1,42 +0,0 @@
-## [ 输入参数用法不一致 ] torch.swapdims
-
-### [torch.swapdims](https://pytorch.org/docs/stable/generated/torch.swapdims.html#torch.swapdims)
-
-```python
-torch.swapdims(input,
- dim0,
- dim1)
-```
-
-### [paddle.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/transpose_cn.html#transpose)
-
-```python
-paddle.transpose(x,
- perm,
- name=None)
-```
-
-其中 PyTorch 的 `dim0、dim1` 与 Paddle 用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入 Tensor。 |
-| dim0 | - | PyTorch 转置的第一个维度,Paddle 无此参数,需要转写。 |
-| dim1 | - | PyTorch 转置的第二个维度,Paddle 无此参数,需要转写。 |
-| - | perm | Paddle 可通过 perm 参数,等价的实现 torch 的 dim0、dim1 的功能。|
-
-
-### 转写示例
-
-#### dim0、dim1 参数: 转置的维度设置
-``` python
-# PyTorch 写法:
-torch.swapdims(x, dim0=0, dim1=1)
-
-# Paddle 写法:
-paddle.transpose(x, perm=[1, 0, 2])
-
-# 注:x 为 3D Tensor
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.transpose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.transpose.md
deleted file mode 100644
index e2666176be3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.transpose.md
+++ /dev/null
@@ -1,42 +0,0 @@
-## [ 输入参数用法不一致 ] torch.transpose
-
-### [torch.transpose](https://pytorch.org/docs/stable/generated/torch.transpose.html?highlight=transpose#torch.transpose)
-
-```python
-torch.transpose(input,
- dim0,
- dim1)
-```
-
-### [paddle.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/transpose_cn.html#transpose)
-
-```python
-paddle.transpose(x,
- perm,
- name=None)
-```
-
-其中 PyTorch 的 `dim0、dim1` 与 Paddle 用法不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入 Tensor。 |
-| dim0 | - | PyTorch 转置的第一个维度,Paddle 无此参数,需要转写。 |
-| dim1 | - | PyTorch 转置的第二个维度,Paddle 无此参数,需要转写。 |
-| - | perm | Paddle 可通过 perm 参数,等价的实现 torch 的 dim0、dim1 的功能。|
-
-
-### 转写示例
-
-#### dim0、dim1 参数: 转置的维度设置
-``` python
-# PyTorch 写法:
-torch.transpose(x, dim0=0, dim1=1)
-
-# Paddle 写法:
-paddle.transpose(x, perm=[1, 0, 2])
-
-# 注:x 为 3D Tensor
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.zeros.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.zeros.md
deleted file mode 100644
index 9a38c93e5f2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.zeros.md
+++ /dev/null
@@ -1,83 +0,0 @@
-## [ 输入参数用法不一致 ]torch.zeros
-### [torch.zeros](https://pytorch.org/docs/stable/generated/torch.zeros.html?highlight=zeros#torch.zeros)
-
-```python
-torch.zeros(*size,
- *,
- out=None,
- dtype=None,
- layout=torch.strided,
- device=None,
- requires_grad=False,
- pin_memory=False)
-```
-
-### [paddle.zeros](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/zeros_cn.html#zeros)
-
-```python
-paddle.zeros(shape,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| *size | shape | 表示输出形状大小,PyTorch 以可变参数方式传入,Paddle 以 list 或 tuple 的方式传入,需要转写。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-| dtype | dtype | 表示数据类型 |
-| layout | - | 表示布局方式, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度, Paddle 无此参数,需要转写。 |
-| pin_memory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### *size:输出形状大小
-```python
-# PyTorch 写法
-torch.zeros(3, 5)
-
-# Paddle 写法
-paddle.zeros([3, 5])
-```
-
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.zeros([3, 5], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.zeros([3, 5]), y)
-```
-
-#### device: Tensor 的设备
-```python
-# PyTorch 写法
-torch.zeros([3, 5], device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.zeros([3, 5])
-y.cpu()
-```
-
-#### requires_grad:是否需要求反向梯度,需要修改该 Tensor 的 stop_gradient 属性
-```python
-# PyTorch 写法
-x = torch.zeros([3, 5], requires_grad=True)
-
-# Paddle 写法
-x = paddle.zeros([3, 5])
-x.stop_gradient = False
-```
-
-#### pin_memory:是否分配到固定内存上
-
-```python
-# PyTorch 写法
-y = torch.zeros((3, 5), pin_memory=True)
-
-# Paddle 写法
-y = paddle.zeros([3, 5]).pin_memory()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.unit8.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.unit8.md
deleted file mode 100644
index f55a7d85710..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.unit8.md
+++ /dev/null
@@ -1,16 +0,0 @@
-## [仅 API 调用方式不一致]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/output_args_type_diff/torch.cuda.get_rng_state.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.get_rng_state.md
deleted file mode 100644
index c28c60a81d1..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.get_rng_state.md
+++ /dev/null
@@ -1,41 +0,0 @@
-## [ 返回参数类型不一致 ]torch.cuda.get_rng_state
-### [torch.cuda.get_rng_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch-cuda-get-rng-state)
-
-```python
-torch.cuda.get_rng_state(device='cuda')
-```
-
-### [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)
-
-```python
-paddle.get_cuda_rng_state()
-```
-
-torch 参数更多,并且 torch 与 paddle 的返回参数类型不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| device | - | 返回 RNG 状态的设备,Paddle 无此参数,需要转写。 |
-| 返回值 | 返回值 | 返回参数类型不一致, PyTorch 返回 torch.ByteTensor,Paddle 返回 GeneratorState 对象列表。 |
-
-### 转写示例
-
-#### 返回参数类型不同
-
-```python
-# PyTorch 写法,返回 torch.ByteTensor
-x = torch.cuda.get_rng_state(device='cuda:0')
-
-# Paddle 写法,返回 GeneratorState 对象
-x = paddle.get_cuda_rng_state()[0]
-```
-
-```python
-# PyTorch 写法,返回 torch.ByteTensor
-x = torch.cuda.get_rng_state()
-
-# Paddle 写法,返回 GeneratorState 对象
-x = paddle.get_cuda_rng_state()[paddle.framework._current_expected_place().get_device_id()]
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.functional.one_hot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.functional.one_hot.md
deleted file mode 100644
index c7e0652cbd9..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.functional.one_hot.md
+++ /dev/null
@@ -1,45 +0,0 @@
-## [ 返回参数类型不一致 ]torch.nn.functional.one_hot
-
-### [torch.nn.functional.one_hot](https://pytorch.org/docs/stable/generated/torch.nn.functional.one_hot.html?highlight=one_hot#torch.nn.functional.one_hot)
-
-```python
-torch.nn.functional.one_hot(input,
- num_classes=-1)
-```
-
-### [paddle.nn.functional.one_hot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/one_hot_cn.html)
-
-```python
-paddle.nn.functional.one_hot(x,
- num_classes,
- name=None)
-```
-
-两者功能一致,但 Paddle 的 num_classes 没有指定默认值,需要手动指定,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor 。 |
-| num_classes | num_classes | 表示一个 one-hot 向量的长度, Paddle 无默认值,必须显式指定,需要转写。 |
-| 返回值 | 返回值 | PyTorch 返回值类型为 int64,Paddle 返回值类型为 float32,需要转写。 |
-
-### 转写示例
-#### num_classes: one-hot 向量的长度
-```python
-# PyTorch 写法
-y = torch.nn.functional.one_hot(x)
-
-# Paddle 写法
-y = paddle.nn.functional.one_hot(x, num_classes=x.max().item() + 1)
-```
-
-#### 返回值
-```python
-# PyTorch 写法
-y = torch.nn.functional.one_hot(x, num_classes=2)
-
-# Paddle 写法
-y = paddle.nn.functional.one_hot(x, num_classes=2).astype('int64')
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.topk.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.topk.md
deleted file mode 100644
index ded7e2e0375..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.topk.md
+++ /dev/null
@@ -1,50 +0,0 @@
-## [ 返回参数类型不一致 ]torch.topk
-
-### [torch.topk](https://pytorch.org/docs/stable/generated/torch.topk.html?highlight=topk#torch.topk)
-
-```python
-torch.topk(input,
- k,
- dim=None,
- largest=True,
- sorted=True,
- *,
- out=None)
-```
-
-### [paddle.topk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/topk_cn.html#paddle.topk)
-
-```python
-paddle.topk(x,
- k,
- axis=None,
- largest=True,
- sorted=True,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,同时两个 api 的返回参数类型不同,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的 Tensor ,仅参数名不一致。 |
-| k | k | 在指定的轴上进行 top 寻找的数量, 参数名相同。 |
-| dim | axis | 指定对输入 Tensor 进行运算的轴。默认值为-1, 仅参数名不一致。|
-| largest | largest | 指定算法排序的方向。如果设置为 True,算法按照降序排序,否则按照升序排序。默认值为 True,参数名相同。 |
-| sorted | sorted | 控制返回的结果是否按照有序返回,默认为 True。在 GPU 上总是返回有序的结果。参数名相同。 |
-| out | - | 表示以(Tensor, LongTensor)输出的元组,含义是查找 topk 后的返回值和对应元素的索引。Paddle 无此参数,需要转写。 |
-
-注:PyTorch 返回 (Tensor, LongTensor),Paddle 返回 (Tensor, int64)。
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.topk(input, k=1, dim=-1, out = (y, indices))
-
-# Paddle 写法
-y, indices = paddle.topk(input, k=1, axis=-1)
-indices = paddle.to_tensor(indices)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.BoolTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.BoolTensor.md
deleted file mode 100644
index cb55031dfb5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.BoolTensor.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ paddle 参数更多 ] torch.BoolTensor
-
-### [torch.BoolTensor](https://pytorch.org/docs/stable/tensors.html)
-
-```python
-torch.BoolTensor(data)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data, dtype='bool', place='cpu')
-```
-
-Paddle 比 PyTorch 支持更多参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------------------------- |
-| data | data | 要转换的数据。 |
-| - | dtype | Tensor 的数据类型,PyTorch 无此参数,Paddle 需设置为 'bool'。 |
-| - | place | Tensor 的设备,PyTorch 无此参数,Paddle 需设置为 'cpu' 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.ByteTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.ByteTensor.md
deleted file mode 100644
index 78dac6e7fde..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.ByteTensor.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ paddle 参数更多 ] torch.ByteTensor
-
-### [torch.ByteTensor](https://pytorch.org/docs/stable/tensors.html)
-
-```python
-torch.ByteTensor(data)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data, dtype='uint8', place='cpu')
-```
-
-Paddle 比 PyTorch 支持更多参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------------------------- |
-| - | dtype | Tensor 的数据类型,PyTorch 无此参数,Paddle 需设置为 'uint8'。 |
-| - | place | Tensor 的设备,PyTorch 无此参数,Paddle 需设置为 'cpu' 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.DoubleTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.DoubleTensor.md
deleted file mode 100644
index 452c22e8f97..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.DoubleTensor.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ paddle 参数更多 ] torch.DoubleTensor
-
-### [torch.DoubleTensor](https://pytorch.org/docs/stable/tensors.html)
-
-```python
-torch.DoubleTensor(data)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data, dtype='float64', place='cpu')
-```
-
-Paddle 比 PyTorch 支持更多参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------------------------- |
-| - | dtype | Tensor 的数据类型,PyTorch 无此参数,Paddle 需设置为 'float64'。 |
-| - | place | Tensor 的设备,PyTorch 无此参数,Paddle 需设置为 'cpu' 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.FloatTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.FloatTensor.md
deleted file mode 100644
index 9736a0cd25d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.FloatTensor.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ paddle 参数更多 ] torch.FloatTensor
-
-### [torch.FloatTensor](https://pytorch.org/docs/stable/tensors.html)
-
-```python
-torch.FloatTensor(data)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data, dtype='float32', place='cpu')
-```
-
-Paddle 比 PyTorch 支持更多参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------------------------- |
-| data | data | 要转换的数据。 |
-| - | dtype | Tensor 的数据类型,PyTorch 无此参数,Paddle 需设置为 'float32'。 |
-| - | place | Tensor 的设备,PyTorch 无此参数,Paddle 需设置为 'cpu' 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.HalfTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.HalfTensor.md
deleted file mode 100644
index ee78e829f7c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.HalfTensor.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ paddle 参数更多 ] torch.HalfTensor
-
-### [torch.HalfTensor](https://pytorch.org/docs/stable/tensors.html)
-
-```python
-torch.HalfTensor(data)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data, dtype='float16', place='cpu')
-```
-
-Paddle 比 PyTorch 支持更多参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------------------------- |
-| - | dtype | Tensor 的数据类型,PyTorch 无此参数,Paddle 需设置为 'float16'。 |
-| - | place | Tensor 的设备,PyTorch 无此参数,Paddle 需设置为 'cpu' 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.IntTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.IntTensor.md
deleted file mode 100644
index ff612639a18..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.IntTensor.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ paddle 参数更多 ] torch.IntTensor
-
-### [torch.IntTensor](https://pytorch.org/docs/stable/tensors.html)
-
-```python
-torch.IntTensor(data)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data, dtype='int32', place='cpu')
-```
-
-Paddle 比 PyTorch 支持更多参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------------------------- |
-| data | data | 要转换的数据。 |
-| - | dtype | Tensor 的数据类型,PyTorch 无此参数,Paddle 需设置为 'int32'。 |
-| - | place | Tensor 的设备,PyTorch 无此参数,Paddle 需设置为 'cpu' 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.LongTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.LongTensor.md
deleted file mode 100644
index 77a43a451b0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.LongTensor.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ paddle 参数更多 ] torch.LongTensor
-
-### [torch.LongTensor](https://pytorch.org/docs/stable/tensors.html)
-
-```python
-torch.LongTensor(data)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data, dtype='int64', place='cpu')
-```
-
-Paddle 比 PyTorch 支持更多参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------------------------- |
-| data | data | 要转换的数据。 |
-| - | dtype | Tensor 的数据类型,PyTorch 无此参数,Paddle 需设置为 'int64'。 |
-| - | place | Tensor 的设备,PyTorch 无此参数,Paddle 需设置为 'cpu' 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.ShortTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.ShortTensor.md
deleted file mode 100644
index deb9cf2fa07..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.ShortTensor.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ paddle 参数更多 ] torch.ShortTensor
-
-### [torch.ShortTensor](https://pytorch.org/docs/stable/tensors.html)
-
-```python
-torch.ShortTensor(data)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data, dtype='int16', place='cpu')
-```
-
-Paddle 比 PyTorch 支持更多参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------------------------- |
-| - | dtype | Tensor 的数据类型,PyTorch 无此参数,Paddle 需设置为 'int16'。 |
-| - | place | Tensor 的设备,PyTorch 无此参数,Paddle 需设置为 'cpu' 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.gather.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.gather.md
deleted file mode 100644
index 3dc03dbadea..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.gather.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ paddle 参数更多 ]torch.Tensor.gather
-
-### [torch.Tensor.gather](https://pytorch.org/docs/stable/generated/torch.Tensor.gather.html?highlight=gather#torch.Tensor.gather)
-
-```python
-torch.Tensor.gather(dim, index)
-```
-
-### [paddle.Tensor.take_along_axis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#take-along-axis-arr-indices-axis-broadcast-true)
-
-```python
-paddle.Tensor.take_along_axis(indices, axis, broadcast=True)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------- |
-| dim | axis | 指定 index 获取输入的维度,仅参数名不一致。 |
-| index | indices | 索引 Tensor,仅参数名不一致。 |
-| - | broadcast | 表示是否需要广播 indices 矩阵,PyTorch 无此参数,Paddle 应设置为 False 结果才与 pytorch 一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.item.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.item.md
deleted file mode 100644
index f7848485440..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.item.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ paddle 参数更多 ] torch.Tensor.item
-
-### [torch.Tensor.item](https://pytorch.org/docs/stable/generated/torch.Tensor.item.html#torch-tensor-item)
-
-```python
-torch.Tensor.item()
-```
-
-### [paddle.Tensor.item](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#item-args)
-
-```python
-paddle.Tensor.item(*args)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| - | *args | Tensor 的指定位置,保持默认即可。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logical_and.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logical_and.md
deleted file mode 100644
index 41890d8aadc..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logical_and.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ paddle 参数更多 ] torch.Tensor.logical_and
-
-### [torch.Tensor.logical_and](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and.html)
-
-```python
-torch.Tensor.logical_and(other)
-```
-
-### [paddle.Tensor.logical_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logical-and-y-out-none-name-none)
-
-```python
-paddle.Tensor.logical_and(y,
- out=None,
- name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | --------------------------------------------- |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
-| - | out | 指定算子输出结果的 Tensor,可以是程序中已经创建的任何 Tensor。默认值为 None,此时将创建新的 Tensor 来保存输出结果。PyTorch 无此参数,Paddle 保持默认即可。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logical_not.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logical_not.md
deleted file mode 100644
index 221367958ad..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logical_not.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ paddle 参数更多 ] 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](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logical-not-out-none-name-none)
-
-```python
-paddle.Tensor.logical_not(out=None,
- name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ---------------------------------- |
-| - | out | 指定算子输出结果的 Tensor,可以是程序中已经创建的任何 Tensor。默认值为 None,此时将创建新的 Tensor 来保存输出结果。PyTorch 无此参数,Paddle 保持默认即可。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logical_or.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logical_or.md
deleted file mode 100644
index 89a998f8cab..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logical_or.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ paddle 参数更多 ] torch.Tensor.logical_or
-
-### [torch.Tensor.logical_or](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or.html)
-
-```python
-torch.Tensor.logical_or(other)
-```
-
-### [paddle.Tensor.logical_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logical-or-y-out-none-name-none)
-
-```python
-paddle.Tensor.logical_or(y,
- out=None,
- name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | --------------------------------------------- |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
-| - | out | 指定算子输出结果的 Tensor,可以是程序中已经创建的任何 Tensor。默认值为 None,此时将创建新的 Tensor 来保存输出结果。PyTorch 无此参数,Paddle 保持默认即可。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.matmul.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.matmul.md
deleted file mode 100644
index e3d73b71998..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.matmul.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ paddle 参数更多 ]torch.Tensor.matmul
-
-### [torch.Tensor.matmul](https://pytorch.org/docs/stable/generated/torch.Tensor.matmul.html)
-
-```python
-torch.Tensor.matmul(other)
-```
-
-### [paddle.Tensor.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#matmul-y-transpose-x-false-transpose-y-false-name-none)
-
-```python
-paddle.Tensor.matmul(y, transpose_x=False, transpose_y=False, name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ---- |
-| other | y | 输入变量,仅参数名不一致。 |
-| - | transpose_x | 相乘前是否转置 x,PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | transpose_y | 相乘前是否转置 y,PyTorch 无此参数,Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.ravel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.ravel.md
deleted file mode 100644
index 0f0c840b2ed..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.ravel.md
+++ /dev/null
@@ -1,20 +0,0 @@
-## [ paddle 参数更多 ]torch.Tensor.ravel
-### [torch.Tensor.ravel](https://pytorch.org/docs/stable/generated/torch.Tensor.ravel.html#torch.Tensor.ravel)
-
-```python
-torch.Tensor.ravel()
-```
-
-### [paddle.Tensor.flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flatten-start-axis-0-stop-axis-1-name-none)
-
-```python
-paddle.Tensor.flatten(start_axis=0, stop_axis=- 1, name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| - | start_axis | 表示 flatten 展开的起始维度, PyTorch 无此参数, Paddle 保持默认即可。 |
-| - | stop_axis | 表示 flatten 展开的结束维度, PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.scatter_add.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.scatter_add.md
deleted file mode 100644
index 783eaa36473..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.scatter_add.md
+++ /dev/null
@@ -1,30 +0,0 @@
-## [ paddle 参数更多 ]torch.Tensor.scatter_add
-
-### [torch.Tensor.scatter_add](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_add.html#torch.Tensor.scatter_add)
-
-```python
-torch.Tensor.scatter_add(dim, index, src)
-```
-
-### [paddle.Tensor.put_along_axis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/put_along_axis_cn.html)
-
-```python
-paddle.Tensor.put_along_axis(indices,
- values,
- axis,
- reduce='assign',
- include_self=True,
- broadcast=True)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| dim | axis | 表示在哪一个维度 scatter ,仅参数名不一致。 |
-| index | indices | 表示输入的索引张量,仅参数名不一致。 |
-| src | values | 表示需要插入的值,仅参数名不一致。 |
-| - | reduce | 表示对输出 Tensor 的计算方式, PyTorch 无此参数, Paddle 应设置为 'add' 。 |
-| - | include_self | 表示插入 values 时是否包含 arr 中的元素,PyTorch 无此参数,Paddle 应设置为 'True' 。 |
-| - | broadcast | 表示是否需要广播 indices 矩阵,PyTorch 无此参数,Paddle 应设置为 'False' 结果才与 pytorch 一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.scatter_add_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.scatter_add_.md
deleted file mode 100644
index 2b4ebe0cf18..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.scatter_add_.md
+++ /dev/null
@@ -1,30 +0,0 @@
-## [ paddle 参数更多 ]torch.Tensor.scatter_add_
-
-### [torch.Tensor.scatter_add_](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_add_.html#torch.Tensor.scatter_add_)
-
-```python
-torch.Tensor.scatter_add_(dim,
- index,
- src)
-```
-
-### [paddle.Tensor.put_along_axis_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/put_along_axis__cn.html)
-
-```python
-paddle.Tensor.put_along_axis_(indices,
- values,
- axis,
- reduce='assign',
- include_self=True)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| dim | axis | 表示在哪一个维度 scatter ,仅参数名不一致。 |
-| index | indices | 表示输入的索引张量,仅参数名不一致。 |
-| src | values | 表示需要插入的值,仅参数名不一致。 |
-| - | reduce | 表示对输出 Tensor 的计算方式, PyTorch 无此参数, Paddle 应设置为 'add' 。 |
-| - | include_self | 表示插入 values 时是否包含 arr 中的元素,PyTorch 无此参数,Paddle 应设置为 'True' 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.scatter_reduce.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.scatter_reduce.md
deleted file mode 100644
index 90f7ce9e26e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.scatter_reduce.md
+++ /dev/null
@@ -1,26 +0,0 @@
-## [paddle 参数更多]torch.Tensor.scatter_reduce
-
-### [torch.Tensor.scatter_reduce](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_reduce.html#torch-tensor-scatter-reduce)
-
-```python
-torch.Tensor.scatter_reduce(dim, index, src, reduce, *, include_self=True)
-```
-
-### [paddle.Tensor.put_along_axis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#put-along-axis-indices-value-axis-reduce-assign-include-self-true-broadcast-true)
-
-```python
-paddle.Tensor.put_along_axis(indices, values, axis, reduce="assign", include_self=True, broadcast=True)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------ | ------------ | ------------------------------------------------------------ |
-| dim | axis | 表示 scatter 的维度,仅参数名不一致。 |
-| index | indices | 表示输入的索引张量,仅参数名不一致。 |
-| src | values | 表示需要插入的值,仅参数名不一致。 |
-| reduce | reduce | 表示插入 values 时的计算方式,参数默认值不一致。PyTorch 中该参数无默认值,需要输入,Paddle 中默认值为 `assign`,应设置为与 PyTorch 一致。其中 PyTorch 的 `sum` 对应 Paddle 中的 `add`,PyTorch 的 `prod` 对应 Paddle 中 `multiply`。 |
-| include_self | include_self | 表示插入 values 时是否包含输入元素中的值。 |
-| - | broadcast | 表示是否需要广播索引张量矩阵,PyTorch 无此参数,Paddle 应设置为 `False` 才与 PyTorch 一致 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.softmax.md
deleted file mode 100644
index 348a15baf04..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.softmax.md
+++ /dev/null
@@ -1,29 +0,0 @@
-## [ paddle 参数更多 ]torch.Tensor.softmax
-### [torch.Tensor.softmax](https://pytorch.org/docs/stable/generated/torch.Tensor.softmax.html?highlight=softmax#torch.Tensor.softmax)
-
-```python
-torch.Tensor.softmax(dim, dtype)
-```
-
-### [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html#softmax)
-
-```python
-paddle.nn.functional.softmax(x, axis=-1, dtype=None, name=None)
-```
-
-功能一致,torch 是类成员方式,paddle 是 function 调用,具体差异如下:
-### 参数映射
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| dim | axis | 计算 softmax 的轴,仅参数名不一致。 |
-| dtype | dtype | 数据类型,参数完全一致。 |
-
-### 转写示例
-#### dim: 计算 softmax 的轴
-```python
-# torch 写法
-x.softmax(dim=1)
-
-# paddle 写法
-paddle.nn.functional.softmax(x, axis=1)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor__upper.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor__upper.md
deleted file mode 100644
index 95136c4c6a3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor__upper.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ paddle 参数更多 ] torch.Tensor
-
-### [torch.Tensor](https://pytorch.org/docs/stable/tensors.html)
-
-```python
-torch.Tensor(data)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data, dtype=None, place=None, stop_gradient=True)
-```
-
-Paddle 比 PyTorch 支持更多参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------------------------- |
-| data | data | 要转换的数据。 |
-| - | dtype | Tensor 的数据类型,PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | place | Tensor 的设备,PyTorch 无此参数,Paddle 需设置为 'cpu' 。 |
-| - | stop_gradient | 是否阻断 Autograd 的梯度传导。PyTorch 无此参数,Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.argwhere.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.argwhere.md
deleted file mode 100644
index 9162caff0e8..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.argwhere.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ paddle 参数更多 ]torch.argwhere
-### [torch.argwhere](https://pytorch.org/docs/stable/generated/torch.argwhere.html#torch.argwhere)
-
-```python
-torch.argwhere(input)
-```
-
-### [paddle.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nonzero_cn.html#nonzero)
-
-```python
-paddle.nonzero(x, as_tuple=False)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的 Tensor ,仅参数名不一致。 |
-| - | as_tuple | 返回格式。是否以 1-D Tensor 构成的元组格式返回。 PyTorch 无此参数, Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Embedding.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Embedding.md
deleted file mode 100644
index 9150c72162c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Embedding.md
+++ /dev/null
@@ -1,39 +0,0 @@
-## [ paddle 参数更多 ]torch.nn.Embedding
-### [torch.nn.Embedding](https://pytorch.org/docs/stable/generated/torch.nn.Embedding.html?highlight=embedding#torch.nn.Embedding)
-
-```python
-torch.nn.Embedding(num_embeddings,
- embedding_dim,
- padding_idx=None,
- max_norm=None,
- norm_type=2.0,
- scale_grad_by_freq=False,
- sparse=False)
-```
-### [paddle.nn.Embedding](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Embedding_cn.html#embedding)
-
-```python
-paddle.nn.Embedding(num_embeddings,
- embedding_dim,
- padding_idx=None,
- max_norm=None,
- norm_type=2.0,
- sparse=False,
- weight_attr=None,
- scale_grad_by_freq=False,
- name=None)
-```
-
-Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| num_embeddings | num_embeddings | 表示嵌入字典的大小。 |
-| embedding_dim | embedding_dim | 表示每个嵌入向量的维度。 |
-| padding_idx | padding_idx | 在此区间内的参数及对应的梯度将会以 0 进行填充 |
-| max_norm | max_norm | 如果给定,Embeddding 向量的范数(范数的计算方式由 norm_type 决定)超过了 max_norm 这个界限,就要再进行归一化。 |
-| norm_type | norm_type | 为 maxnorm 选项计算 p-范数的 p。默认值 2.0。 |
-| scale_grad_by_freq | scale_grad_by_freq | 是否根据单词在 mini-batch 中出现频率的倒数缩放梯度。 |
-| sparse | sparse | 表示是否使用稀疏更新。 |
-| - | weight_attr | 指定权重参数属性的对象,PyTorch 无此参数,Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.parameter.Parameter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.parameter.Parameter.md
deleted file mode 100644
index 6edcd25f2de..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.parameter.Parameter.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [ paddle 参数更多 ]torch.nn.parameter.Parameter
-### [torch.nn.parameter.Parameter](https://pytorch.org/docs/stable/generated/torch.nn.parameter.Parameter.html?highlight=torch%20nn%20parameter#torch.nn.parameter.Parameter)
-
-```python
-torch.nn.parameter.Parameter(data=None,
- requires_grad=True)
-```
-
-### [paddle.base.framework.EagerParamBase.from_tensor](https://github.com/PaddlePaddle/Paddle/blob/31b8fe1ff79d7c0121ab371cba310d1faf7792e8/python/paddle/base/framework.py#L7682)
-
-```python
-paddle.base.framework.EagerParamBase.from_tensor(tensor, trainable=True, optimize_attr={'learning_rate': 1.0}, regularizer=None, do_model_average=None, need_clip=True)
-```
-
-两者功能一致,但 paddle 参数更多,且第一个参数默认值不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ---------------- | -------------------------------------------------------------------------------------------|
-| data | tensor | 输入 tensor,参数默认值不一致,torch 为可选参数,paddle 为必选参数,当 torch 未输入该参数时需要转写。 |
-| requires_grad | trainable | 是否可训练,仅参数名不一致。 |
-| - | optimize_attr | 参数优化的选项。PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | regularizer | 参数正则化类型。PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | do_model_average | 是否做模型平均。PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | need_clip | 是否做梯度裁剪。PyTorch 无此参数,Paddle 保持默认即可。 |
-
-
-### 转写示例
-#### data 参数:输入 tensor
-```python
-# torch 可不输入,paddle 必须输入,此时使用 0-D tensor 输入
-# PyTorch 写法
-torch.nn.parameter.Parameter()
-
-# Paddle 写法
-paddle.base.framework.EagerParamBase.from_tensor(paddle.to_tensor([]))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.scatter_add.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.scatter_add.md
deleted file mode 100644
index d1dbeda5a68..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.scatter_add.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [ paddle 参数更多 ]torch.scatter_add
-
-### [torch.scatter_add](https://pytorch.org/docs/stable/generated/torch.scatter_add.html#torch.scatter_add)
-
-```python
-torch.scatter_add(input,
- dim,
- index,
- src)
-```
-
-### [paddle.put_along_axis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/put_along_axis_cn.html)
-
-```python
-paddle.put_along_axis(arr,
- indices,
- values,
- axis,
- reduce='assign',
- include_self=True,
- broadcast=True)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | arr | 表示输入 Tensor ,仅参数名不一致。 |
-| dim | axis | 表示在哪一个维度 scatter ,仅参数名不一致。 |
-| index | indices | 表示输入的索引张量,仅参数名不一致。 |
-| src | values | 表示需要插入的值,仅参数名不一致。 |
-| - | reduce | 表示插入 values 时的计算方式,PyTorch 无此参数,Paddle 应设置为 'add' 。 |
-| - | include_self | 表示插入 values 时是否包含 arr 中的元素,PyTorch 无此参数,Paddle 应设置为 'True' 。 |
-| - | broadcast | 表示是否需要广播 indices 矩阵,PyTorch 无此参数,Paddle 应设置为 'False' 结果才与 pytorch 一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.scatter_reduce.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.scatter_reduce.md
deleted file mode 100644
index a06a2401f9a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.scatter_reduce.md
+++ /dev/null
@@ -1,27 +0,0 @@
-## [paddle 参数更多]torch.scatter_reduce
-
-### [torch.scatter_reduce](https://pytorch.org/docs/stable/generated/torch.scatter_reduce.html#torch-scatter-reduce)
-
-```python
-torch.scatter_reduce(input, dim, index, src, reduce, *, include_self=True)
-```
-
-### [paddle.put_along_axis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/put_along_axis_cn.html)
-
-```python
-paddle.put_along_axis(arr, indices, values, axis, reduce='assign', include_self=True, broadcast=True)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------ | ------------ | ------------------------------------------------------------ |
-| input | arr | 表示输入 Tensor,仅参数名不一致。 |
-| dim | axis | 表示沿着哪个维度 scatter,仅参数名不一致。 |
-| index | indices | 表示输入的索引张量,仅参数名不一致。 |
-| src | values | 表示要插入的值,仅参数名不一致。 |
-| reduce | reduce | 表示插入 values 时的计算方式,参数默认值不一致。PyTorch 中该参数无默认值,需要输入,Paddle 中默认值为 `assign`,应设置为与 PyTorch 一致。其中 PyTorch 的 `sum` 对应 Paddle 中的 `add`,PyTorch 的 `prod` 对应 Paddle 中 `multiply`。 |
-| include_self | include_self | 表示插入 values 时是否包含输入 Tensor 中的元素。 |
-| - | broadcast | 表示是否需要广播输入的索引张量,PyTorch 无此参数,Paddle 应设置为 `False` 结果才与 pytorch 一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.unique_consecutive.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.unique_consecutive.md
deleted file mode 100644
index 784f410aabd..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.unique_consecutive.md
+++ /dev/null
@@ -1,29 +0,0 @@
-## [ paddle 参数更多 ]torch.unique_consecutive
-### [torch.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.unique_consecutive.html?highlight=unique_consecutive#torch.unique_consecutive)
-
-```python
-torch.unique_consecutive(input,
- return_inverse=False,
- return_counts=False,
- dim=None)
-```
-
-### [paddle.unique_consecutive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_consecutive_cn.html#unique-consecutive)
-
-```python
-paddle.unique_consecutive(x,
- return_inverse=False,
- return_counts=False,
- axis=None,
- dtype='int64',
- name=None)
-```
-
-其中 Paddle 相比 PyTorch 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 输入的 Tensor ,仅参数名不一致。 |
-| dim | axis | 指定选取连续不重复元素的轴,仅参数名不一致。 |
-| - | dtype | 用于设置 inverse 或者 counts 的类型,PyTorch 无此参数,Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.add.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.add.md
deleted file mode 100644
index a83ce1b2664..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.add.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [torch 参数更多]torch.Tensor.add
-
-### [torch.Tensor.add](https://pytorch.org/docs/stable/generated/torch.Tensor.add.html#torch.Tensor.add)
-
-```python
-torch.Tensor.add(other, *, alpha=1)
-```
-
-### [paddle.Tensor.add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#add-y-name-none)
-
-```python
-paddle.Tensor.add(y, name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | -------------------------------------------------------- |
-| other | y | 输入的 Tensor,仅参数名不一致。 |
-| alpha | - | 表示 other 的乘数,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### alpha:other 的乘数
-
-```python
-# PyTorch 写法
-y = torch.tensor([3, 5]).add(torch.tensor([2, 3]), alpha=2)
-
-# Paddle 写法
-y = paddle.to_tensor([3, 5]).add(2 * paddle.to_tensor([2, 3]))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.add_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.add_.md
deleted file mode 100644
index cd81be5f0e5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.add_.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [torch 参数更多]torch.Tensor.add\_
-
-### [torch.Tensor.add\_](https://pytorch.org/docs/stable/generated/torch.Tensor.add_.html#torch.Tensor.add_)
-
-```python
-torch.Tensor.add_(other, *, alpha=1)
-```
-
-### [paddle.Tensor.add\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id3)
-
-```python
-paddle.Tensor.add_(y, name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | -------------------------------------------------------- |
-| other | y | 输入的 Tensor,仅参数名不一致。 |
-| alpha | - | 表示 other 的乘数,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### alpha:other 的乘数
-
-```python
-# PyTorch 写法
-torch.tensor([3, 5]).add_(torch.tensor([2, 3]), alpha=2)
-
-# Paddle 写法
-paddle.to_tensor([3, 5]).add_(2 * paddle.to_tensor([2, 3]))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bfloat16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bfloat16.md
deleted file mode 100644
index d29e72dae76..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bfloat16.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.bfloat16
-
-### [torch.Tensor.bfloat16](https://pytorch.org/docs/stable/generated/torch.Tensor.bfloat16.html#torch.Tensor.bfloat16)
-
-```python
-torch.Tensor.bfloat16(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------------------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `bfloat16`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bool.md
deleted file mode 100644
index 3cfcd859b7d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bool.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.bool
-
-### [torch.Tensor.bool](https://pytorch.org/docs/stable/generated/torch.Tensor.bool.html#torch.Tensor.bool)
-
-```python
-torch.Tensor.bool(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------------------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `bool`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.byte.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.byte.md
deleted file mode 100644
index 3d76842aa05..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.byte.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.byte
-
-### [torch.Tensor.byte](https://pytorch.org/docs/stable/generated/torch.Tensor.byte.html#torch.Tensor.byte)
-
-```python
-torch.Tensor.byte(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------------------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `uint8`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cdouble.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cdouble.md
deleted file mode 100644
index f669a803113..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cdouble.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ]torch.Tensor.cdouble
-
-### [torch.Tensor.cdouble](https://pytorch.org/docs/stable/generated/torch.Tensor.cdouble.html?highlight=torch+tensor+cdouble#torch.Tensor.cdouble)
-
-```python
-torch.Tensor.cdouble(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `complex128`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cfloat.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cfloat.md
deleted file mode 100644
index 1f045d1fa0f..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cfloat.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ]torch.Tensor.cfloat
-
-### [torch.Tensor.cfloat](https://pytorch.org/docs/stable/generated/torch.Tensor.cfloat.html?highlight=torch+tensor+cfloat#torch.Tensor.cfloat)
-
-```python
-torch.Tensor.cfloat(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `complex64`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.char.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.char.md
deleted file mode 100644
index 5490a5d4016..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.char.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.char
-
-### [torch.Tensor.char](https://pytorch.org/docs/stable/generated/torch.Tensor.char.html#torch.Tensor.char)
-
-```python
-torch.Tensor.char(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------------------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `int8`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.copy_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.copy_.md
deleted file mode 100644
index 464ece06214..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.copy_.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.copy_
-
-### [torch.Tensor.copy_](https://pytorch.org/docs/stable/generated/torch.Tensor.copy_.html#torch.Tensor.copy_)
-
-```python
-torch.Tensor.copy_(other, non_blocking=False)
-```
-
-### [paddle.assign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/assign_cn.html#assign)
-
-```python
-paddle.assign(x, output=None)
-```
-
-两者功能类似,torch 参数多,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| other | x | 待复制的 tensor,仅参数名不一致。 |
-| non_blocking | - | 用于控制 cpu 和 gpu 数据的异步复制。Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | output | 输出 Tensor,PyTorch 无此参数,Paddle 需将其设置为调用 copy_类方法的 Tensor 。 |
-
-
-### 转写示例
-
-```python
-# torch 写法
-y.copy_(x)
-
-# paddle 写法
-paddle.assign(x, output=y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cpu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cpu.md
deleted file mode 100644
index 6d46abff064..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cpu.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [ torch 参数更多 ]torch.Tensor.cpu
-
-### [torch.Tensor.cpu](https://pytorch.org/docs/stable/generated/torch.Tensor.cpu.html?highlight=torch+tensor+cpu#torch.Tensor.cpu)
-
-```python
-torch.Tensor.cpu(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.cpu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cpu)
-
-```python
-paddle.Tensor.cpu()
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
-| memory_format | - | 表示内存格式,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/torch_more_args/torch.Tensor.div.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.div.md
deleted file mode 100644
index 00dbbd6bfe7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.div.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.div
-
-### [torch.Tensor.div](https://pytorch.org/docs/stable/generated/torch.Tensor.div.html#torch.Tensor.div)
-
-```python
-torch.Tensor.div(other, *, rounding_mode=None)
-```
-
-### [paddle.Tensor.divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#divide-y-name-none)
-
-```python
-paddle.Tensor.divide(y, name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------------------- |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
-| rounding_mode | - | 用于指定在执行截断除法时的舍入模式,可选值为 'floor'(向下取整) 或 'trunc'(向零取整)。 Paddle 无此参数,需要转写。Paddle 可通过组合 paddle.trunc 或 paddle.floor 实现。 |
-
-### 转写示例
-
-```python
-# torch 写法
-x = torch.tensor([4, 8, 12], dtype=torch.float32)
-y = torch.tensor([3, 4, 5], dtype=torch.float32)
-z1 = x.div(y, rounding_mode='floor') # 向下取整
-z2 = x.div(y, rounding_mode='trunc') # 向零取整
-
-# paddle 写法
-x = paddle.to_tensor([4, 8, 12], dtype='float32')
-y = paddle.to_tensor([3, 4, 5], dtype='float32')
-z1 = x.divide(y).floor() # 向下取整
-z2 = x.divide(y).trunc() # 向零取整
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.div_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.div_.md
deleted file mode 100644
index 811a90f0325..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.div_.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.div_
-
-### [torch.Tensor.div_](https://pytorch.org/docs/stable/generated/torch.Tensor.div_.html)
-
-```python
-torch.Tensor.div_(other, *, rounding_mode=None)
-```
-
-### [paddle.Tensor.divide_]()
-
-```python
-paddle.Tensor.divide_(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 |
-| ------------- | ------------ | ----------------------------------------------------------------------------------- |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
-| rounding_mode | - | 用于指定在执行截断除法时的舍入模式,可选值为 'floor'(向下取整) 或 'trunc'(向零取整)。 Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-```python
-# torch 写法
-x = torch.tensor([4, 8, 12], dtype=torch.float32)
-y = torch.tensor([3, 4, 5], dtype=torch.float32)
-z1 = x.div_(y, rounding_mode='floor') # 向下取整
-z2 = x.div_(y, rounding_mode='trunc') # 向零取整
-
-# paddle 写法
-x = paddle.to_tensor([4, 8, 12], dtype='float32')
-y = paddle.to_tensor([3, 4, 5], dtype='float32')
-z1 = x.divide_(y).floor_() # 向下取整
-z2 = x.divide_(y).trunc_() # 向零取整
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.double.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.double.md
deleted file mode 100644
index 063a498324a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.double.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.double
-
-### [torch.Tensor.double](https://pytorch.org/docs/stable/generated/torch.Tensor.double.html#torch-Tensor-double)
-
-```python
-torch.Tensor.double(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------------------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `float64`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.float.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.float.md
deleted file mode 100644
index 98d29358f16..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.float.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.float
-
-### [torch.Tensor.float](https://pytorch.org/docs/stable/generated/torch.Tensor.float.html?highlight=float#torch.Tensor.float)
-
-```python
-torch.Tensor.float(memory_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `float32`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.half.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.half.md
deleted file mode 100644
index 6a474753561..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.half.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.half
-
-### [torch.Tensor.half](https://pytorch.org/docs/stable/generated/torch.Tensor.half.html#torch.Tensor.half)
-
-```python
-torch.Tensor.half(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `float16`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.int.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.int.md
deleted file mode 100644
index 6721f495ab8..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.int.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.int
-
-### [torch.Tensor.int](https://pytorch.org/docs/stable/generated/torch.Tensor.int.html?highlight=int#torch.Tensor.int)
-
-```python
-torch.Tensor.int(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `int32`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.long.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.long.md
deleted file mode 100644
index d96ba8d54a7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.long.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.long
-
-### [torch.Tensor.long](https://pytorch.org/docs/stable/generated/torch.Tensor.long.html#torch.Tensor.long)
-
-```python
-torch.Tensor.long(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `int64`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.mean.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.mean.md
deleted file mode 100644
index e69a96df446..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.mean.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ torch 参数更多 ]torch.Tensor.mean
-
-### [torch.Tensor.mean](https://pytorch.org/docs/stable/generated/torch.Tensor.mean.html)
-
-```python
-torch.Tensor.mean(dim=None, keepdim=False, *, dtype=None)
-```
-
-### [paddle.Tensor.mean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mean-axis-none-keepdim-false-name-none)
-
-```python
-paddle.Tensor.mean(axis=None, keepdim=False, name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | -- |
-| dim | axis | 指定对 x 进行计算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| dtype | - | 输出 Tensor 的类型,Paddle 无此参数, 需要转写。 |
-
-### 转写示例
-
-#### dtype:输出数据类型
-```python
-# PyTorch 写法
-x.mean(dtype=torch.float32)
-
-# Paddle 写法
-x.mean().astype(paddle.float32)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_empty.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_empty.md
deleted file mode 100644
index ef77921c3d1..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_empty.md
+++ /dev/null
@@ -1,82 +0,0 @@
-## [torch 参数更多]torch.Tensor.new_empty
-
-### [torch.Tensor.new_empty](https://pytorch.org/docs/stable/generated/torch.Tensor.new_empty.html#torch-tensor-new-empty)
-
-```python
-torch.Tensor.new_empty(*size, *, dtype=None, device=None, requires_grad=False, layout=torch.strided, pin_memory=False)
-```
-
-### [paddle.empty](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/empty_cn.html)
-
-```python
-paddle.empty(shape,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------------ |
-| *size | shape | 表示输出形状大小, PyTorch 是可变参数用法, Paddle 是列表或元组,需要转写。 |
-| dtype | dtype | 表示输出 Tensor 类型,如果没有指定,默认使用当前对象的 dtype,需要转写。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| pin_memory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### size:输出形状大小
-
-```python
-# PyTorch 写法
-x.new_empty(3, 5)
-
-# Paddle 写法
-paddle.empty([3, 5])
-```
-
-#### dtype:数据类型
-
-```python
-# PyTorch 写法
-x.new_empty(3, 5)
-
-# Paddle 写法
-paddle.empty([3, 5], dtype=x.dtype)
-```
-
-#### device: Tensor torch 的设备
-
-```python
-# PyTorch 写法
-y = x.new_empty((3, 5), device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.empty([3, 5])
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = x.new_empty((3, 5), requires_grad=True)
-
-# Paddle 写法
-y = paddle.empty([3, 5])
-y.stop_gradient = False
-```
-
-#### pin_memory:是否分配到固定内存上
-
-```python
-# PyTorch 写法
-y = x.new_empty((3, 5), pin_memory=True)
-
-# Paddle 写法
-y = paddle.empty([3, 5]).pin_memory()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_full.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_full.md
deleted file mode 100644
index ccab1ea982c..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_full.md
+++ /dev/null
@@ -1,74 +0,0 @@
-## [torch 参数更多]torch.Tensor.new_full
-
-### [torch.Tensor.new_full](https://pytorch.org/docs/stable/generated/torch.Tensor.new_full.html#torch-tensor-new-full)
-
-```python
-torch.Tensor.new_full(size, fill_value, *, dtype=None, device=None, requires_grad=False, layout=torch.strided, pin_memory=False)
-```
-
-### [paddle.full](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/full_cn.html)
-
-```python
-paddle.full(shape,
- fill_value,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------ | ----------- | ----------------------------------------------------------- |
-| size | shape | 表示创建 Tensor 的形状,仅参数名不一致。 |
-| fill_value | fill_value | 表示初始化输出 Tensor 的常量数据的值 |
-| dtype | dtype | 表示输出 Tensor 类型,如果没有指定,默认使用当前对象的 dtype,需要转写。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| pin_memory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### dtype:数据类型
-
-```python
-# PyTorch 写法
-x.new_full(3, 5, 1.)
-
-# Paddle 写法
-paddle.full([3, 5], 1., dtype=x.dtype)
-```
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-y = x.new_full([3, 5], 1., device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.full([3, 5], 1.)
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = x.new_full([3, 5], 1., requires_grad=True)
-
-# Paddle 写法
-y = paddle.full([3, 5], 1.)
-y.stop_gradient = False
-```
-
-#### pin_memory:是否分配到固定内存上
-
-```python
-# PyTorch 写法
-y = x.new_full((3, 5), 1., pin_memory=True)
-
-# Paddle 写法
-y = paddle.full([3, 5], 1.).pin_memory()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_ones.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_ones.md
deleted file mode 100644
index 0162f3d889b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_ones.md
+++ /dev/null
@@ -1,83 +0,0 @@
-## [torch 参数更多]torch.Tensor.new_ones
-
-### [torch.Tensor.new_ones](https://pytorch.org/docs/stable/generated/torch.Tensor.new_ones.html#torch-tensor-new-ones)
-
-```python
-torch.Tensor.new_ones(*size, *, dtype=None, device=None, requires_grad=False, layout=torch.strided, pin_memory=False)
-```
-
-### [paddle.ones](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ones_cn.html)
-
-```python
-paddle.ones(shape,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------------ |
-| *size | shape | 表示输出形状大小, PyTorch 是可变参数用法, Paddle 是列表或元组,需要转写。 |
-| dtype | dtype | 表示输出 Tensor 类型,如果没有指定,默认使用当前对象的 dtype,需要转写。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| pin_memory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### size:输出形状大小
-
-```python
-# PyTorch 写法
-x.new_ones(3, 5)
-
-# Paddle 写法
-paddle.ones([3, 5])
-```
-
-#### dtype:数据类型
-
-```python
-# PyTorch 写法
-x.new_ones(3, 5)
-
-# Paddle 写法
-paddle.ones([3, 5], dtype=x.dtype)
-```
-
-
-#### device: Tensor torch 的设备
-
-```python
-# PyTorch 写法
-y = x.new_ones((3, 5), device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.ones([3, 5])
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = x.new_ones((3, 5), requires_grad=True)
-
-# Paddle 写法
-y = paddle.ones([3, 5])
-y.stop_gradient = False
-```
-
-#### pin_memory:是否分配到固定内存上
-
-```python
-# PyTorch 写法
-y = x.new_ones((3, 5), pin_memory=True)
-
-# Paddle 写法
-y = paddle.ones([3, 5]).pin_memory()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_zeros.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_zeros.md
deleted file mode 100644
index 19bd203aad5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_zeros.md
+++ /dev/null
@@ -1,82 +0,0 @@
-## [torch 参数更多]torch.Tensor.new_zeros
-
-### [torch.Tensor.new_zeros](https://pytorch.org/docs/stable/generated/torch.Tensor.new_zeros.html#torch-tensor-new-zeros)
-
-```python
-torch.Tensor.new_zeros(*size, *, dtype=None, device=None, requires_grad=False, layout=torch.strided, pin_memory=False)
-```
-
-### [paddle.zeros](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/zeros_cn.html)
-
-```python
-paddle.zeros(shape,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------------ |
-| *size | shape | 表示输出形状大小, PyTorch 是可变参数用法, Paddle 是列表或元组,需要转写。 |
-| dtype | dtype | 表示输出 Tensor 类型,如果没有指定,默认使用当前对象的 dtype,需要转写。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| pin_memory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### size:输出形状大小
-
-```python
-# PyTorch 写法
-x.new_zeros(3, 5)
-
-# Paddle 写法
-paddle.zeros([3, 5])
-```
-
-#### dtype: 数据类型
-
-```python
-# PyTorch 写法
-x.new_zeros(3, 5)
-
-# Paddle 写法
-paddle.zeros([3, 5], dtype=x.dtype)
-```
-
-#### device: Tensor torch 的设备
-
-```python
-# PyTorch 写法
-y = x.new_zeros((3, 5), device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.zeros([3, 5])
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = x.new_zeros((3, 5), requires_grad=True)
-
-# Paddle 写法
-y = paddle.zeros([3, 5])
-y.stop_gradient = False
-```
-
-#### pin_memory:是否分配到固定内存上
-
-```python
-# PyTorch 写法
-y = x.new_zeros((3, 5), pin_memory=True)
-
-# Paddle 写法
-y = paddle.zeros([3, 5]).pin_memory()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.norm.md
deleted file mode 100644
index 4852864dab0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.norm.md
+++ /dev/null
@@ -1,37 +0,0 @@
-## [torch 参数更多]torch.Tensor.norm
-
-### [torch.Tensor.norm](https://pytorch.org/docs/stable/generated/torch.Tensor.norm.html#torch.Tensor.norm)
-
-```python
-torch.Tensor.norm(p='fro', dim=None, keepdim=False, dtype=None)
-```
-
-### [paddle.Tensor.norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#norm-p-fro-axis-none-keepdim-false-name-none)
-
-```python
-paddle.Tensor.norm(p='fro', axis=None, keepdim=False, name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | --------------------------------------------- |
-| p | p | 范数(ord)的种类。 |
-| dim | axis | 使用范数计算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出的 Tensor 中保留和输入一样的维度。 |
-| dtype | - | 输出数据类型,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### dtype 参数:输出数据类型
-
-```python
-# PyTorch 写法
-x.norm(dim=-1, dtype=torch.float32)
-
-# Paddle 写法
-y = x.astype('float32')
-y.norm(dim=-1)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.random_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.random_.md
deleted file mode 100644
index 9f18f71793a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.random_.md
+++ /dev/null
@@ -1,25 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.random_
-
-### [torch.Tensor.random_](https://pytorch.org/docs/stable/generated/torch.Tensor.random_.html)
-
-```python
-torch.Tensor.random_(from=0, to=None, *, generator=None)
-```
-
-### [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor/uniform__en.html)
-
-```python
-paddle.Tensor.uniform_(min: float = - 1.0, max: float = 1.0, seed: int = 0)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-
-| PyTorch | PaddlePaddle | 备注 |
-| --------- | ------------ | ------------------------------------------------------------------------------------ |
-| from | min | 随机数生成范围的起始值,仅参数名不一致。 |
-| to | max | 随机数生成范围的结束值,仅参数名不一致。 |
-| 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。 |
-| - | seed | 随机数种子。PyTorch 无此参数,Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.repeat_interleave.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.repeat_interleave.md
deleted file mode 100644
index fad3a795ff7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.repeat_interleave.md
+++ /dev/null
@@ -1,23 +0,0 @@
-## [ torch 参数更多]torch.Tensor.repeat_interleave
-
-### [torch.Tensor.repeat_interleave](https://pytorch.org/docs/stable/generated/torch.Tensor.repeat_interleave.html#torch.Tensor.repeat_interleave)
-
-```python
-torch.Tensor.repeat_interleave(repeats, dim=None, *, output_size=None)
-```
-
-### [paddle.Tensor.repeat_interleave](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#repeat-interleave-repeats-axis-none-name-none)
-
-```python
-paddle.Tensor.repeat_interleave(repeats, axis=None, name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | --------------------------------------------------- |
-| repeats | repeats | 表示指定复制次数的 1-D Tensor 或指定的复制次数。 |
-| dim | axis | 表示复制取值的维度,仅参数名不一致。 |
-| output_size | - | 表示给定维度的总输出尺寸,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/torch_more_args/torch.Tensor.short.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.short.md
deleted file mode 100644
index 80737bfebc8..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.short.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [torch 参数更多]torch.Tensor.short
-
-### [torch.Tensor.short](https://pytorch.org/docs/stable/generated/torch.Tensor.short.html#torch.Tensor.short)
-
-```python
-torch.Tensor.short(memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#put-along-axis-arr-index-value-axis-reduce-assign)
-
-```python
-paddle.Tensor.astype(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------- | ------- |
-| memory_format | - |表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | dtype | 数据类型,PyTorch 无此参数,Paddle 需设置为 `int16`。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.size.md
deleted file mode 100644
index 29de1493e6b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.size.md
+++ /dev/null
@@ -1,55 +0,0 @@
-## [torch 参数更多]torch.Tensor.size
-
-### [torch.Tensor.size](https://pytorch.org/docs/stable/generated/torch.Tensor.size.html#torch.Tensor.size)
-
-```python
-torch.Tensor.size(dim=None)
-```
-
-### [paddle.Tensor.shape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#shape)
-
-```python
-paddle.Tensor.shape
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------- |
-| dim | - | 表示获取大小的轴,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-torch.tensor([-1, -2, 3]).size(0)
-
-# Paddle 写法
-paddle.to_tensor([-0.4, -0.2, 0.1, 0.3]).shape[0]
-```
-
-```python
-# PyTorch 写法
-torch.ones(10, 20, 30).size().count(30)
-
-# Paddle 写法
-tuple(paddle.ones([10, 20, 30]).shape).count(30)
-```
-
-```python
-# PyTorch 写法
-torch.ones(10, 20, 30).size().index(30, 1)
-
-# Paddle 写法
-tuple(paddle.ones([10, 20, 30]).shape).index(30, 1)
-```
-
-```python
-# PyTorch 写法
-torch.ones(10, 20, 30).size().numel()
-
-# Paddle 写法
-paddle.ones([10, 20, 30]).numel().item()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.stride.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.stride.md
deleted file mode 100644
index 82f800a5293..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.stride.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [ torch 参数更多 ] torch.Tensor.stride
-
-### [torch.Tensor.stride](https://pytorch.org/docs/stable/generated/torch.Tensor.stride.html#torch-tensor-stride)
-
-```python
-torch.Tensor.stride(dim=None)
-```
-
-### [paddle.Tensor.get_strides](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor)
-
-```python
-paddle.Tensor.get_strides()
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | --------------------------------------------------------------------------------------------- |
-| dim | - | 返回指定维度的步长, Pytorch 为可选值,默认返回全部步长,此时无需转写,当有输入值时,需要转写。 |
-
-### 转写示例
-
-```python
-# torch 版本, 默认返回全部
-x.stride(dim=None)
-
-# Paddle 版本
-if dim is not None:
- x.get_strides()[dim]
-else:
- x.get_strides()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub.md
deleted file mode 100644
index 7598c5db34b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ torch 参数更多 ]torch.Tensor.sub
-### [torch.Tensor.sub](https://pytorch.org/docs/stable/generated/torch.Tensor.sub.html#torch.Tensor.sub)
-
-```python
-torch.Tensor.sub(other, *, alpha=1)
-```
-
-### [paddle.Tensor.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract)
-
-```python
-paddle.Tensor.subtract(y,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| other | y | 表示减数的 Tensor,仅参数名不一致。 |
-| alpha | - | 表示`other`的乘数,Paddle 无此参数,需要转写。Paddle 应设置 y = alpha * other。 |
-
-
-### 转写示例
-#### alpha:表示`other`的乘数
-```python
-# PyTorch 写法
-x.sub(y, alpha=2)
-
-# Paddle 写法
-x.subtract(2 * y)
-
-# 注:Paddle 直接将 alpha 与 y 相乘实现
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub_.md
deleted file mode 100644
index 3b2b5996e1a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.sub_.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [ torch 参数更多 ]torch.Tensor.sub_
-### [torch.Tensor.sub_](https://pytorch.org/docs/stable/generated/torch.Tensor.sub_.html)
-
-```python
-torch.Tensor.sub_(other, *, alpha=1)
-```
-
-### [paddle.Tensor.subtract_]()
-
-```python
-paddle.Tensor.subtract_(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 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| other | y | 表示减数的 Tensor,仅参数名不一致。 |
-| alpha | - | 表示`other`的乘数,Paddle 无此参数,需要转写。Paddle 应设置 y = alpha * other。 |
-
-
-### 转写示例
-#### alpha:表示`other`的乘数
-```python
-# PyTorch 写法
-x.sub_(y, alpha=2)
-
-# Paddle 写法
-x.subtract_(2 * y)
-
-# 注:Paddle 直接将 alpha 与 y 相乘实现
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.to.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.to.md
deleted file mode 100644
index 7d5b9d0f621..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.to.md
+++ /dev/null
@@ -1,124 +0,0 @@
-## [torch 参数更多]torch.Tensor.to
-
-### [torch.Tensor.to](https://pytorch.org/docs/stable/generated/torch.Tensor.to.html#torch.Tensor.to)
-
-```python
-torch.Tensor.to(dtype, non_blocking=False, copy=False, memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#to-args-kwargs)
-
-```python
-paddle.Tensor.to(dtype, blocking=True)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------- |
-| dtype | dtype | 表示输出 Tensor 的数据类型。 |
-| non_blocking | blocking | 控制 cpu 和 gpu 数据的异步复制,取值相反,需要转写。 |
-| copy | - | 表示是否复制,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| memory_format | - | 表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-
-### 转写示例
-
-#### non_blocking: cpu 和 gpu 数据的异步复制
-
-``` python
-# PyTorch 写法
-x = torch.tensor([1, 2, 3])
-x.to(dtype, non_blocking=True)
-
-# Paddle 写法
-x= paddle.to_tensor([1, 2, 3])
-x.to(dtype, blocking=False)
-```
-
----
-
-### [torch.Tensor.to](https://pytorch.org/docs/stable/generated/torch.Tensor.to.html#torch.Tensor.to)
-
-```python
-torch.Tensor.to(device=None, dtype=None, non_blocking=False, copy=False, memory_format=torch.preserve_format)
-```
-
-### [paddle.Tensor.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#to-args-kwargs)
-
-```python
-paddle.Tensor.to(device, dtype=None, blocking=True)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ----------------------------------------------------------------------- |
-| device | device | 表示 Tensor 存放设备位置。 |
-| dtype | dtype | 表示输出 Tensor 的数据类型。 |
-| non_blocking | blocking | 控制 cpu 和 gpu 数据的异步复制,取值相反,需要转写。 |
-| copy | - | 表示是否复制,Paddle 无此参数,暂无转写方式。 |
-| memory_format | - | 表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-
-### 转写示例
-
-#### non_blocking: cpu 和 gpu 数据的异步复制
-
-``` python
-# PyTorch 写法
-x = torch.tensor([1, 2, 3])
-x.to(device, dtype, non_blocking=True)
-
-# Paddle 写法
-x= paddle.to_tensor([1, 2, 3])
-x.to(device, dtype, blocking=False)
-```
-
----
-
-### [torch.Tensor.to](https://pytorch.org/docs/stable/generated/torch.Tensor.to.html#torch.Tensor.to)
-
-```python
-torch.Tensor.to(other, non_blocking=False, copy=False)
-```
-
-### [paddle.Tensor.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#to-args-kwargs)
-
-```python
-paddle.Tensor.to(dtype)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------ | ------------ | ----------------------------------------------------- |
-| other | - | 表示参照 dtype 的 Tensor,Paddle 无此参数,需要转写。 |
-| non_blocking | blocking | 控制 cpu 和 gpu 数据的异步复制,取值相反,需要转写。 |
-| copy | - | 表示是否复制,Paddle 无此参数,暂无转写方式。 |
-
-### 转写示例
-
-#### other: 表示参照 dtype 的 Tensor
-
-```python
-# PyTorch 写法
-y = x.to(x2)
-
-# Paddle 写法
-y = x.to(x2.dtype)
-```
-
-#### non_blocking: cpu 和 gpu 数据的异步复制
-
-``` python
-# PyTorch 写法
-y = x.to(x2, non_blocking=True)
-
-# Paddle 写法
-y = x.to(x2.dtype, blocking=False)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.add.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.add.md
deleted file mode 100644
index 4fa00e4092b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.add.md
+++ /dev/null
@@ -1,53 +0,0 @@
-## [torch 参数更多 ]torch.add
-
-### [torch.add](https://pytorch.org/docs/stable/generated/torch.add.html?highlight=add#torch.add)
-
-```python
-torch.add(input,
- other,
- *,
- alpha=1,
- out=None)
-```
-
-### [paddle.add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/add_cn.html#add)
-
-```python
-paddle.add(x,
- y,
- name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的 Tensor ,仅参数名不一致。 |
-| alpha | - | 表示 other 的乘数,Paddle 无此参数,需要转写。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-
-#### alpha:other 的乘数
-
-```python
-# PyTorch 写法
-torch.add(torch.tensor([3, 5]), torch.tensor([2, 3]), alpha=2)
-
-# Paddle 写法
-paddle.add(paddle.to_tensor([3, 5]), 2 * paddle.to_tensor( [2, 3]))
-```
-
-#### out:指定输出
-
-```python
-# PyTorch 写法
-torch.add(torch.tensor([3, 5]), torch.tensor([2, 3]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.add(paddle.to_tensor([3, 5]), paddle.to_tensor([2, 3])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amax.md
deleted file mode 100644
index 1b03c76efef..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amax.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [ torch 参数更多 ]torch.amax
-
-### [torch.amax](https://pytorch.org/docs/stable/generated/torch.amax.html)
-
-```python
-torch.amax(input, dim, keepdim=False, *, out=None)
-```
-
-### [paddle.amax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amax_cn.html#amax)
-
-```python
-paddle.amax(x, axis=None, keepdim=False, name=None)
-```
-
-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。 |
-| dim | axis | 求最大值运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| out | - | 输出 Tensor,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out: 指定输出
-
-```python
-# PyTorch 写法
-torch.amax(a, dim=0,out=y)
-
-# Paddle 写法
-paddle.assign(paddle.amax(a, dim=0), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amin.md
deleted file mode 100644
index 2a461b835bf..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amin.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [ torch 参数更多 ]torch.amin
-
-### [torch.amin](https://pytorch.org/docs/stable/generated/torch.amin.html)
-
-```python
-torch.amin(input, dim, keepdim=False, *, out=None)
-```
-
-### [paddle.amin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amin_cn.html#amin)
-
-```python
-paddle.amin(x, axis=None, keepdim=False, name=None)
-```
-
-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。 |
-| dim | axis | 求最小值运算的维度,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| out | - | 输出 Tensor,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out: 指定输出
-
-```python
-# PyTorch 写法
-torch.amin(a, dim=0,out=y)
-
-# Paddle 写法
-paddle.assign(paddle.amin(a, dim=0), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.arange.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.arange.md
deleted file mode 100644
index b31c802dbec..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.arange.md
+++ /dev/null
@@ -1,74 +0,0 @@
-## [torch 参数更多]torch.arange
-
-### [torch.arange](https://pytorch.org/docs/stable/generated/torch.arange.html?highlight=arange#torch.arange)
-
-```python
-torch.arange(start=0,
- end,
- step=1,
- *,
- out=None,
- dtype=None,
- layout=torch.strided,
- device=None,
- requires_grad=False)
-```
-
-### [paddle.arange](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/arange_cn.html)
-
-```python
-paddle.arange(start=0,
- end=None,
- step=1,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------------ |
-| start | start | 表示区间起点(且区间包括此值)。 |
-| end | end | 表示区间终点(且通常区间不包括此值)。 |
-| step | step | 表示均匀分割的步长。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-| dtype | dtype | 表示输出 Tensor 类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out:指定输出
-
-```python
-# PyTorch 写法
-torch.arange(5, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.arange(5), y)
-```
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-y = torch.arange(5, device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.arange(5)
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = torch.arange(5, requires_grad=True)
-
-# Paddle 写法
-y = paddle.arange(5)
-y.stop_gradient = False
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asarray.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asarray.md
deleted file mode 100644
index cad5938d7d1..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asarray.md
+++ /dev/null
@@ -1,37 +0,0 @@
-## [torch 参数更多]torch.asarray
-
-### [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray)
-
-```python
-torch.asarray(obj, *, dtype=None, device=None, copy=None, requires_grad=False)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html)
-
-```python
-paddle.to_tensor(data, dtype=None, place=None, stop_gradient=True)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------- | ------------------------------------------------------------------------ |
-| obj | data | 初始化 Tensor 的数据,仅参数名不一致。 |
-| dtype | dtype | 创建 Tensor 的数据类型。 |
-| device | place | 创建 Tensor 的设备位置。 |
-| copy | - | 是否和原 Tensor 共享内存,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| requires_grad | stop_gradient | 是否阻断 Autograd 的梯度传导,PyTorch 和 Paddle 取值相反,需要转写。 |
-
-### 转写示例
-
-#### requires_grad 参数:是否阻断 Autograd 的梯度传导
-
-```python
-# PyTorch 写法:
-torch.asarray(x, requires_grad=False)
-
-# Paddle 写法:
-paddle.to_tensor(x, stop_gradient=True)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.Function.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.Function.md
deleted file mode 100644
index bc50bde43fa..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.Function.md
+++ /dev/null
@@ -1,22 +0,0 @@
-## [torch 参数更多]torch.autograd.Function
-
-### [torch.autograd.Function](https://pytorch.org/docs/stable/autograd.html#torch.autograd.Function)
-
-```python
-torch.autograd.Function(*args, **kwargs)
-```
-
-### [paddle.autograd.PyLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#paddle.autograd.PyLayer)
-
-```python
-paddle.autograd.PyLayer()
-```
-
-其中 PyTorch 相比 Paddle 支持更多其他参数,但该类一般用于继承实现,不会调用其参数。
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ----------------------------------------- |
-| args | - | 自定义参数,Paddle 无此参数,可直接删除。 |
-| kwargs | - | 自定义参数,Paddle 无此参数,可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bmm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bmm.md
deleted file mode 100644
index a4a8723ad0d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bmm.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [ torch 参数更多]torch.bmm
-
-### [torch.bmm](https://pytorch.org/docs/stable/generated/torch.bmm.html?highlight=bmm#torch.bmm)
-
-```python
-torch.bmm(input,mat2,*,out=None)
-```
-
-### [paddle.bmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bmm_cn.html)
-
-```python
-paddle.bmm(x,y,name=None)
-```
-
-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 | 表示输入的第一个 Tensor ,仅参数名不一致。 |
-| mat2 | y | 表示输入的第二个 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: 输出的 Tensor
-
-```python
-# PyTorch 写法
-torch.bmm(x, y, out=output)
-
-# Paddle 写法
-paddle.assign(paddle.bmm(x, y), output)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cat.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cat.md
deleted file mode 100644
index 1bee6ecaeaf..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cat.md
+++ /dev/null
@@ -1,32 +0,0 @@
-## [torch 参数更多 ]torch.cat
-### [torch.cat](https://pytorch.org/docs/stable/generated/torch.cat.html?highlight=cat#torch.cat)
-
-```python
-torch.cat(tensors, dim=0, *, out=None)
-```
-
-### [paddle.concat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/concat_cn.html#concat)
-
-```python
-paddle.concat(x, axis=0, name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensors | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| dim | axis | 表示连接的维度,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:指定输出
-```python
-# PyTorch 写法
-torch.cat([x, y], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.concat([x, y]), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ceil.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ceil.md
deleted file mode 100644
index 012434f13e6..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ceil.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [ torch 参数更多 ]torch.ceil
-
-### [torch.ceil](https://pytorch.org/docs/stable/generated/torch.ceil.html#torch.ceil)
-
-```python
-torch.ceil(input,
- *,
- out=None)
-```
-
-### [paddle.ceil](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ceil_cn.html)
-
-```python
-paddle.ceil(x,
- name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| out | - | 表示输出的结果 Tensor,Paddle 无此参数,需要转写。|
-
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.ceil(torch.tensor([-0.6341, -1.4208]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.ceil(paddle.to_tensor([-0.6341, -1.4208])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp.md
deleted file mode 100644
index afedaf16dbe..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp.md
+++ /dev/null
@@ -1,40 +0,0 @@
-## [ torch 参数更多 ]torch.clamp
-### [torch.clamp](https://pytorch.org/docs/stable/generated/torch.clamp.html#torch-clamp)
-
-```python
-torch.clamp(input,
- min=None,
- max=None,
- *,
- out=None)
-```
-
-### [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip)
-
-```python
-paddle.clip(x,
- min=None,
- max=None,
- name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| min | min | 表示裁剪的最小值。 |
-| max | max | 表示裁剪的最大值。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.clamp(torch.tensor([-1.7120, 0.1734]), min=-0.5, max=0.5, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.clip(paddle.to_tensor([-1.7120, 0.1734]), min=-0.5, max=0.5), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.complex.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.complex.md
deleted file mode 100644
index 2e749ab152a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.complex.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ torch 参数更多 ]torch.complex
-
-
-### [torch.complex](https://pytorch.org/docs/stable/generated/torch.complex.html)
-
-```python
-torch.complex(real, imag, *, out=None)
-```
-
-### [paddle.complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/complex_cn.html#complex)
-
-```python
-paddle.complex(real, imag, name=None)
-```
-
-其中,PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | -- |
-| real | real | 实部,数据类型为:float32 或 float64。 |
-| imag | imag | 虚部,数据类型和 real 相同。 |
-| out | - | 输出 Tensor。 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-torch.complex(a, b, out=out)
-
-# Paddle 写法
-paddle.assign(paddle.complex(a, b), out)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cos.md
deleted file mode 100644
index d8ab7b7caf3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cos.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ torch 参数更多 ]torch.cos
-### [torch.cos](https://pytorch.org/docs/stable/generated/torch.cos.html#torch-cos)
-
-```python
-torch.cos(input,
- *,
- out=None)
-```
-
-### [paddle.cos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cos_cn.html#cos)
-
-```python
-paddle.cos(x,
- name=None)
-```
-
-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 | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.cos(torch.tensor([1.4309, 1.2706]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.cos(paddle.to_tensor([1.4309, 1.2706])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cumsum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cumsum.md
deleted file mode 100644
index 1f20d5cef23..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cumsum.md
+++ /dev/null
@@ -1,42 +0,0 @@
-## [torch 参数更多 ]torch.cumsum
-
-### [torch.cumsum](https://pytorch.org/docs/stable/generated/torch.cumsum.html?highlight=cumsum#torch.cumsum)
-
-```python
-torch.cumsum(input,
- dim,
- *,
- dtype=None,
- out=None)
-```
-
-### [paddle.cumsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumsum_cn.html#cumsum)
-
-```python
-paddle.cumsum(x,
- axis=None,
- dtype=None,
- name=None)
-```
-
-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 | 输入的 Tensor ,仅参数名不一致。 |
-| dim | axis | 指明需要累加的维度,仅参数名不一致。 |
-| dtype | dtype | 输出 Tensor 的数据类型,默认为 None,参数名相同。 |
-| out | - | 表示输出的 Tensor ,Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.cumsum(input, dim=-1, dtype='float64', out=y)
-
-# Paddle 写法
-paddle.assign(paddle.cumsum(input, dim=-1, dtype='float64'), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.diff.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.diff.md
deleted file mode 100644
index 78da648f364..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.diff.md
+++ /dev/null
@@ -1,46 +0,0 @@
-## [ torch 参数更多 ]torch.diff
-### [torch.diff](https://pytorch.org/docs/stable/generated/torch.diff.html?highlight=diff#torch.diff)
-
-```python
-torch.diff(input,
- n=1,
- dim=-1,
- prepend=None,
- append=None,
- *,
- out=None)
-```
-
-### [paddle.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff)
-
-```python
-paddle.diff(x,
- n=1,
- axis=-1,
- prepend=None,
- append=None,
- name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| n | n | 表示需要计算前向差值的次数。 |
-| dim | axis | 表示进行运算的轴,仅参数名不一致。 |
-| prepend | prepend | 表示在计算前向差值之前,沿着指定维度 axis 附加到输入 x 的前面。 |
-| append | append | 表示在计算前向差值之前,沿着指定维度 axis 附加到输入 x 的后面。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.diff(torch.tensor([3, 5]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.diff(paddle.to_tensor([3, 5])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.div.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.div.md
deleted file mode 100644
index 2b9088273a4..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.div.md
+++ /dev/null
@@ -1,62 +0,0 @@
-## [ torch 参数更多 ]torch.div
-### [torch.div](https://pytorch.org/docs/stable/generated/torch.div.html#torch.div)
-```python
-torch.div(input,
- other,
- *,
- rounding_mode=None,
- out=None)
-```
-
-### [paddle.divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/divide_cn.html)
-```python
-paddle.divide(x,
- y,
- name=None)
-```
-
-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 | 表示输入的 Tensor,仅参数名不一致。 |
-| other | y | 表示输入的 Tensor,仅参数名不一致。 |
-| rounding_mode | - | 表示舍入模式,Paddle 无此参数, 需要转写。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### rounding_mode: 舍入模式
-```python
-# PyTorch 写法 (rounding_mode 参数设置为 None)
-x = torch.div(torch.tensor([2, 3, 4]), torch.tensor([1, 5, 2]))
-
-# Paddle 写法
-a = paddle.to_tensor([2, 3, 4], dtype='float64')
-b = paddle.to_tensor([1, 5, 2], dtype='float64')
-x = paddle.divide(a, b)
-
-# PyTorch 写法 (rounding_mode 参数设置为"trunc")
-x = torch.div(torch.tensor([-0.3711, -1.9353]), torch.tensor([0.8032, 0.2930]), rounding_mode='trunc')
-
-# Paddle 写法
-x = paddle.divide(paddle.to_tensor([-0.3711, -1.9353]), paddle.to_tensor([0.8032, 0.2930]))
-x = paddle.trunc(x)
-
-# PyTorch 写法 (rounding_mode 参数设置为"floor")
-x = torch.div(torch.tensor([-0.3711, -1.9353]), torch.tensor([0.8032, 0.2930]), rounding_mode='floor')
-
-# Paddle 写法
-x = paddle.divide(paddle.to_tensor([-0.3711, -1.9353]), paddle.to_tensor([0.8032, 0.2930]))
-x = paddle.floor(x)
-```
-
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.div(torch.tensor([2, 3, 4]), torch.tensor([1, 5, 2]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.divide(paddle.to_tensor([2, 3, 4]), paddle.to_tensor([1, 5, 2])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.dot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.dot.md
deleted file mode 100644
index 07074938e05..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.dot.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [torch 参数更多 ]torch.dot
-
-### [torch.dot](https://pytorch.org/docs/stable/generated/torch.dot.html?highlight=dot#torch.dot)
-
-```python
-torch.dot(input, tensor, *, out=None)
-```
-
-### [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot)
-
-```python
-paddle.dot(x, y, name=None)
-```
-
-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 | 输入的 Tensor ,仅参数名不一致。 |
-| tensor | y | 输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.dot(torch.tensor([2, 3]), torch.tensor([2, 1]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.dot(paddle.to_tensor([2, 3]), paddle.to_tensor([2, 1])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.empty.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.empty.md
deleted file mode 100644
index c169482b70a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.empty.md
+++ /dev/null
@@ -1,92 +0,0 @@
-## [torch 参数更多]torch.empty
-
-### [torch.empty](https://pytorch.org/docs/stable/generated/torch.empty.html?highlight=empty#torch.empty)
-
-```python
-torch.empty(*size,
- *,
- out=None,
- dtype=None,
- layout=torch.strided,
- device=None,
- requires_grad=False,
- pin_memory=False,
- memory_format=torch.contiguous_format)
-```
-
-### [paddle.empty](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/empty_cn.html)
-
-```python
-paddle.empty(shape,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------------ |
-| *size | shape | 表示输出形状大小, PyTorch 是可变参数用法, Paddle 是列表或元组,需要转写。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-| dtype | dtype | 表示输出 Tensor 类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-| pin_memory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-| memory_format | - | 表示内存格式, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-
-### 转写示例
-
-#### size:输出形状大小
-
-```python
-# PyTorch 写法
-torch.empty(3, 5)
-
-# Paddle 写法
-paddle.empty([3, 5])
-```
-
-#### out:指定输出
-
-```python
-# PyTorch 写法
-torch.empty((3, 5), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.empty([3, 5]), y)
-```
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-y = torch.empty((3, 5), device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.empty([3, 5])
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = torch.empty((3, 5), requires_grad=True)
-
-# Paddle 写法
-y = paddle.empty([3, 5])
-y.stop_gradient = False
-```
-
-#### pin_memory:是否分配到固定内存上
-
-```python
-# PyTorch 写法
-y = torch.empty((3, 5), pin_memory=True)
-
-# Paddle 写法
-y = paddle.empty([3, 5]).pin_memory()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.empty_like.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.empty_like.md
deleted file mode 100644
index 37a0c1285d2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.empty_like.md
+++ /dev/null
@@ -1,58 +0,0 @@
-## [torch 参数更多]torch.empty_like
-
-### [torch.empty_like](https://pytorch.org/docs/stable/generated/torch.empty_like.html?highlight=empty_like#torch.empty_like)
-
-```python
-torch.empty_like(input,
- *,
- dtype=None,
- layout=None,
- device=None,
- requires_grad=False,
- memory_format=torch.preserve_format)
-```
-
-### [paddle.empty_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/empty_like_cn.html)
-
-```python
-paddle.empty_like(x,
- dtype=None,
- name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| dtype | dtype | 表示输出 Tensor 类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-| memory_format | - | 表示内存格式, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-
-### 转写示例
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-y = torch.empty_like(x, device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.empty_like(x)
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = torch.empty_like(x, requires_grad=True)
-
-# Paddle 写法
-y = paddle.empty_like(x)
-y.stop_gradient = False
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.eq.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.eq.md
deleted file mode 100644
index e40ca557465..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.eq.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ torch 参数更多 ]torch.eq
-
-### [torch.eq](https://pytorch.org/docs/stable/generated/torch.eq.html)
-
-```python
-torch.eq(input, other, *, out)
-```
-
-### [paddle.equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/equal_cn.html#equal)
-
-```python
-paddle.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.eq(x, y, out=out)
-
-# Paddle 写法:
-paddle.assign(paddle.equal(x, y), out)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.eye.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.eye.md
deleted file mode 100644
index 8941c2b9880..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.eye.md
+++ /dev/null
@@ -1,71 +0,0 @@
-## [torch 参数更多]torch.eye
-
-### [torch.eye](https://pytorch.org/docs/stable/generated/torch.eye.html?highlight=eye#torch.eye)
-
-```python
-torch.eye(n,
- m=None,
- *,
- out=None,
- dtype=None,
- layout=torch.strided,
- device=None,
- requires_grad=False)
-```
-
-### [paddle.eye](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/eye_cn.html)
-
-```python
-paddle.eye(num_rows,
- num_columns=None,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------------ |
-| n | num_rows | 表示生成 2-D Tensor 的行数,仅参数名不一致。 |
-| m | num_columns | 表示生成 2-D Tensor 的列数, 仅参数名不一致。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-| dtype | dtype | 表示输出 Tensor 类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out:指定输出
-
-```python
-# PyTorch 写法
-torch.eye(3, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.eye(3), y)
-```
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-torch.eye(3, device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.eye(3)
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = torch.eye(3, requires_grad=True)
-
-# Paddle 写法
-y = paddle.eye(3)
-y.stop_gradient = False
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.floor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.floor.md
deleted file mode 100644
index 95e856ed929..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.floor.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [torch 参数更多]torch.floor
-### [torch.floor](https://pytorch.org/docs/stable/generated/torch.floor.html?highlight=torch+floor#torch.floor)
-
-```python
-torch.floor(input,
- *,
- out=None)
-```
-
-### [paddle.floor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_cn.html#floor)
-
-```python
-paddle.floor(x,
- name=None)
-```
-
-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 | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.floor(torch.tensor([-0.4, -0.2, 0.1, 0.3]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.floor(paddle.to_tensor([-0.4, -0.2, 0.1, 0.3])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.full.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.full.md
deleted file mode 100644
index a6943235952..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.full.md
+++ /dev/null
@@ -1,71 +0,0 @@
-## [torch 参数更多]torch.full
-
-### [torch.full](https://pytorch.org/docs/stable/generated/torch.full.html?highlight=ful#torch.full)
-
-```python
-torch.full(size,
- fill_value,
- *,
- out=None,
- dtype=None,
- layout=torch.strided,
- device=None,
- requires_grad=False)
-```
-
-### [paddle.full](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/full_cn.html)
-
-```python
-paddle.full(shape,
- fill_value,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------------ |
-| size | shape | 表示创建 Tensor 的形状,仅参数名不一致。 |
-| fill_value | fill_value | 表示初始化输出 Tensor 的常量数据的值 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-| dtype | dtype | 表示输出 Tensor 类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out:指定输出
-
-```python
-# PyTorch 写法
-torch.full([3, 5], 1., out=y)
-
-# Paddle 写法
-paddle.assign(paddle.full([3, 5], 1.), y)
-```
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-y = torch.full([3, 5], 1., device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.full([3, 5], 1.)
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = torch.full([3, 5], 1., requires_grad=True)
-
-# Paddle 写法
-y = paddle.full([3, 5], 1.)
-y.stop_gradient = False
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.full_like.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.full_like.md
deleted file mode 100644
index 47957302b30..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.full_like.md
+++ /dev/null
@@ -1,57 +0,0 @@
-## [torch 参数更多 ]torch.full_like
-### [torch.full_like](https://pytorch.org/docs/stable/generated/torch.full_like.html?highlight=full_like#torch.full_like)
-
-```python
-torch.full_like(input,
- fill_value,
- *,
- dtype=None,
- layout=torch.strided,
- device=None,
- requires_grad=False,
- memory_format=torch.preserve_format)
-```
-
-### [paddle.full_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/full_like_cn.html#full-like)
-
-```python
-paddle.full_like(x,
- fill_value,
- dtype=None,
- name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| fill_value | fill_value | 表示填充值。 |
-| dtype | dtype | 表示数据类型。|
-| layout | - | 表示布局方式, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度, Paddle 无此参数,需要转写。 |
-| memory_format | - | 表示内存格式, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。|
-
-
-### 转写示例
-
-#### device: Tensor 的设备
-```python
-# PyTorch 写法
-torch.full_like(x, 1., device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.full_like(x, 1.)
-y.cpu()
-
-#### requires_grad:是否需要求反向梯度,需要修改该 Tensor 的 stop_gradient 属性
-```python
-# PyTorch 写法
-x = torch.full_like([3, 5], 1., requires_grad=True)
-
-# Paddle 写法
-x = paddle.full_like([3, 5], 1.)
-x.stop_gradient = False
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gather.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gather.md
deleted file mode 100644
index 8932011a337..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gather.md
+++ /dev/null
@@ -1,44 +0,0 @@
-## [torch 参数更多 ]torch.gather
-### [torch.gather](https://pytorch.org/docs/stable/generated/torch.gather.html?highlight=gather#torch.gather)
-
-```python
-torch.gather(input,
- dim,
- index,
- *,
- sparse_grad=False,
- out=None)
-```
-
-### [paddle.gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gather_cn.html#gather)
-
-```python
-paddle.gather(input,
- dim,
- index,
- out=None)
-```
-
-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 | input | 表示输入 Tensor ,参数名保持一致。 |
-| dim | dim | 用于指定 index 获取输入的维度,参数名保持一致。 |
-| index | index | 聚合元素的索引矩阵,维度和输入 (input) 的维度一致,参数名保持一致。 |
-| sparse_grad | - | 表示是否对梯度稀疏化,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| out | out | 表示目标 Tensor ,用于引用式返回结果,保持一致。 |
-
-
-### 转写示例
-#### out:指定输出
-``` python
-# PyTorch 写法:
-t = torch.tensor([[1, 2], [3, 4]])
-torch.gather(t, dim = 1, index = torch.tensor([[0, 0], [1, 0]]), out = y)
-
-# Paddle 写法:
-t = paddle.to_tensor([[1, 2], [3, 4]])
-paddle.gather(t, dim = 1, index = paddle.to_tensor([[0, 0], [1, 0]]), out = y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ger.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ger.md
deleted file mode 100644
index 2a40331b2b2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ger.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [torch 参数更多 ]torch.ger
-
-### [torch.ger](https://pytorch.org/docs/stable/generated/torch.ger.html?highlight=ger#torch.ger)
-
-```python
-torch.ger(input, vec2, *, out=None)
-```
-
-### [paddle.outer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/outer_cn.html)
-
-```python
-paddle.outer(x, y, name=None)
-```
-
-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 | 输入的 Tensor ,仅参数名不一致。 |
-| vec2 | y | 输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.ger([1., 2., 3., 4.], [1., 2., 3.], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.outer([1., 2., 3., 4.], [1., 2., 3.]), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gt.md
deleted file mode 100644
index 2f1eee179a9..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gt.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [torch 参数更多 ]torch.gt
-
-### [torch.gt](https://pytorch.org/docs/stable/generated/torch.gt.html)
-
-```python
-torch.gt(input, other, *, out=None)
-```
-
-### [paddle.greater_than](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_than_cn.html)
-
-```python
-paddle.greater_than(x, y, name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.gt(x, y, out=output)
-
-# Paddle 写法
-paddle.assign(paddle.greater_than(x,y), output)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.index_select.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.index_select.md
deleted file mode 100644
index 1e79c48e659..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.index_select.md
+++ /dev/null
@@ -1,39 +0,0 @@
-## [torch 参数更多 ]torch.index_select
-### [torch.index_select](https://www.paddlepaddle.org.cn/documentation/docs/stable/develop/api/paddle/index_select_cn.html#index-select)
-
-```python
-torch.index_select(input,
- dim,
- index,
- *,
- out=None)
-```
-
-### [paddle.index_select](https://www.paddlepaddle.org.cn/documentation/docs/stable/develop/api/paddle/index_select_cn.html#index-select)
-
-```python
-paddle.index_select(x,
- index,
- axis=0,
- name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| dim | axis | 表示进行运算的轴,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:指定输出
-```python
-# PyTorch 写法
-torch.index_select(x, dim=1, index=index, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.index_select(x, axis=1, index=index), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.norm.md
deleted file mode 100644
index 5721eaa3f3d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.norm.md
+++ /dev/null
@@ -1,47 +0,0 @@
-## [ torch 参数更多 ]torch.linalg.norm
-
-### [torch.linalg.norm](https://pytorch.org/docs/stable/generated/torch.linalg.norm.html#torch.linalg.norm)
-
-```python
-torch.linalg.norm(input, ord=None, dim=None, keepdim=False, *, out=None, dtype=None)
-```
-
-### [paddle.linalg.norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/norm_cn.html#norm)
-
-```python
-paddle.linalg.norm(x, p='fro', axis=None, keepdim=False, name=None)
-```
-
-PyTorch 支持更多的参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的一个 tensor 列表 ,仅参数名不一致。 |
-| ord | p | 范数的种类。参数不一致。PyTorch 支持负实数的范数,Paddle 不支持,暂无转写方式。 |
-| dim | axis | 使用范数计算的轴 ,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出的 Tensor 中保留和输入一样的维度。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-| dtype | - | 表示输出 Tensor 的数据类型, Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out:指定输出
-
-```python
-# PyTorch 写法
-torch.linalg.norm(x, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.linalg.norm(x), y)
-```
-
-#### dtype:表示输出 Tensor 的数据类型
-
-```python
-# PyTorch 写法
-torch.linalg.norm(x, dtype=torch.float64)
-
-# Paddle 写法
-paddle.linalg.norm(x.astype(paddle.float64))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.vector_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.vector_norm.md
deleted file mode 100644
index 22a27ac7f5d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.vector_norm.md
+++ /dev/null
@@ -1,48 +0,0 @@
-## [torch 参数更多]torch.linalg.vector_norm
-
-### [torch.linalg.vector_norm](https://pytorch.org/docs/stable/generated/torch.linalg.vector_norm.html#torch.linalg.vector_norm)
-
-```python
-torch.linalg.vector_norm(x, ord=2, dim=None, keepdim=False, *, dtype=None, out=None)
-```
-
-### [paddle.linalg.vector_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/vector_norm_cn.html)
-
-```python
-paddle.linalg.vector_norm(x, p=2.0, axis=None, keepdim=False, name=None)
-```
-
-其中 PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ------------------------------------------------------------------------------- |
-| x | x | 输入 Tensor。 |
-| ord | p | 范数的种类,仅参数名不一致。 |
-| dim | axis | 使用范数计算的轴 ,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出的 Tensor 中保留和输入一样的维度。 |
-| dtype | - | 表示输出 Tensor 的数据类型, Paddle 无此参数,需要转写。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out:指定输出
-
-```python
-# PyTorch 写法
-torch.linalg.vector_norm(x, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.linalg.vector_norm(x), y)
-```
-
-#### dtype:表示输出 Tensor 的数据类型
-
-```python
-# PyTorch 写法
-torch.linalg.vector_norm(x, dtype=torch.float64)
-
-# Paddle 写法
-paddle.linalg.vector_norm(x.astype(paddle.float64))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log.md
deleted file mode 100644
index 266db807ce1..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [torch 参数更多 ]torch.log
-### [torch.log](https://pytorch.org/docs/stable/generated/torch.log.html?highlight=log#torch.log)
-
-```python
-torch.log(input,
- *,
- out=None)
-```
-
-### [paddle.log](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log_cn.html#log)
-
-```python
-paddle.log(x,
- name=None)
-```
-
-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 | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.log(input, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.log(input), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log2.md
deleted file mode 100644
index a3073387fc9..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log2.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [torch 参数更多 ]torch.log2
-### [torch.log2](https://pytorch.org/docs/stable/generated/torch.log2.html?highlight=log2#torch.log2)
-
-```python
-torch.log2(input,
- *,
- out=None)
-```
-
-### [paddle.log2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log2_cn.html#log2)
-
-```python
-paddle.log2(x,
- name=None)
-```
-
-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 | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.log2(input, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.log2(input), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.masked_select.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.masked_select.md
deleted file mode 100644
index 987e09f5119..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.masked_select.md
+++ /dev/null
@@ -1,37 +0,0 @@
-## [torch 参数更多 ]torch.masked_select
-### [torch.masked_select](https://pytorch.org/docs/stable/generated/torch.masked_select.html?highlight=masked_select#torch.masked_select)
-
-```python
-torch.masked_select(input,
- mask,
- *,
- out=None)
-```
-
-### [paddle.masked_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/masked_select_cn.html#masked-select)
-
-```python
-paddle.masked_select(x,
- mask,
- name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| mask | mask | 表示用于索引的二进制掩码的 Tensor 。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.masked_select(x, mask, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.masked_select(x, mask), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.matmul.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.matmul.md
deleted file mode 100644
index 0d7b3c99805..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.matmul.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [torch 参数更多 ]torch.matmul
-### [torch.matmul](https://pytorch.org/docs/stable/generated/torch.matmul.html?highlight=matmul#torch.matmul)
-```python
-torch.matmul(input,
- other,
- out=None)
-```
-
-### [paddle.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/matmul_cn.html)
-```python
-paddle.matmul(x,
- y,
- transpose_x=False,
- transpose_y=False,
- name=None)
-```
-
-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 | 表示输入的第一个 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的第二个 Tensor ,仅参数名不一致。 |
-| - | transpose_x | 表示相乘前是否转置 x,PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | transpose_y | 表示相乘前是否转置 y,PyTorch 无此参数,Paddle 保持默认即可。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.matmul(a, b, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.matmul(a, b), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.maximum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.maximum.md
deleted file mode 100644
index f6b55f6e95d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.maximum.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [torch 参数更多 ]torch.maximum
-
-### [torch.maximum](https://pytorch.org/docs/stable/generated/torch.maximum.html#torch.maximum)
-
-```python
-torch.maximum(input, other, *, out=None)
-```
-
-### [paddle.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/maximum_cn.html)
-
-```python
-paddle.maximum(x, y, name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.maximum(x, y, out=output)
-
-# Paddle 写法
-paddle.assign(paddle.maximum(x,y), output)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mean.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mean.md
deleted file mode 100644
index b9e660c6ac0..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mean.md
+++ /dev/null
@@ -1,47 +0,0 @@
-## [ torch 参数更多 ]torch.mean
-
-### [torch.mean](https://pytorch.org/docs/stable/generated/torch.mean.html)
-
-```python
-torch.mean(input, dim, keepdim=False, *, dtype=None, out=None)
-```
-
-### [paddle.mean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mean_cn.html#mean)
-
-```python
-paddle.mean(x, axis=None, keepdim=False, name=None)
-```
-
-其中 PyTorch 和 Paddle 功能一致,仅参数名不一致,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | -- |
-| input | x | 输入 Tensor,仅参数名不一致。 |
-| dim | axis | 指定对 x 进行计算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| dtype | - | 输出 Tensor 的类型,Paddle 无此参数, 需要转写。 |
-| out | - | 输出 Tensor,Paddle 无此参数, 需要转写。 |
-
-### 转写示例
-
-#### dtype:输出数据类型
-
-```python
-# PyTorch 写法
-torch.mean(x, dtype=torch.float32)
-
-# Paddle 写法
-paddle.mean(x).astype(paddle.float32)
-```
-
-#### out:输出 Tensor
-
-```python
-# PyTorch 写法
-torch.mean(x, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.mean(x), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.minimum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.minimum.md
deleted file mode 100644
index e7bd305b8f2..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.minimum.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [torch 参数更多 ]torch.minimum
-
-### [torch.minimum](https://pytorch.org/docs/stable/generated/torch.minimum.html#torch.minimum)
-
-```python
-torch.minimum(input, other, *, out=None)
-```
-
-### [paddle.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/minimum_cn.html)
-
-```python
-paddle.minimum(x, y, name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.minimum(x, y, out=output)
-
-# Paddle 写法
-paddle.assign(paddle.minimum(x,y), output)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.msort.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.msort.md
deleted file mode 100644
index e65bb4a681e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.msort.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [ torch 参数更多 ]torch.msort
-
-### [torch.msort](https://pytorch.org/docs/stable/generated/torch.msort.html#torch.msort)
-
-```python
-torch.msort(input, *, out=None)
-```
-
-### [paddle.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#sort)
-
-```python
-paddle.sort(x, axis=-1, descending=False, name=None)
-```
-
-其中 PyTorch 与 Paddle 有不同的参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| input | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| - | axis | 排序的维度,当维度为 0 时,Paddle 与 PyTorch 功能一致。 |
-| - | descending | 设置是否降序排列。PyTorch 无此参数,Paddle 保持默认即可。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写 。 |
-
-### 转写示例
-#### out:表示输出的 Tensor
-```python
-# PyTorch 写法
-torch.msort(input, out=out)
-
-# Paddle 写法
-paddle.assign(paddl.sort(input, axis=0), out)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mul.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mul.md
deleted file mode 100644
index df23a182f9b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mul.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [ torch 参数更多 ]torch.mul
-
-### [torch.mul](https://pytorch.org/docs/stable/generated/torch.mul.html?highlight=torch+mul#torch.mul)
-
-```python
-torch.mul(input, other, *, out=None)
-```
-
-### [paddle.multiply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multiply_cn.html)
-
-```python
-paddle.multiply(x, y, name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| other | y | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.mul([3, 5], [1, 2], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.multiply([3, 5], [1, 2]),y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.multinomial.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.multinomial.md
deleted file mode 100644
index c9a408c702d..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.multinomial.md
+++ /dev/null
@@ -1,40 +0,0 @@
-## [ torch 参数更多 ]torch.multinomial
-### [torch.multinomial](https://pytorch.org/docs/stable/generated/torch.multinomial.html#torch.multinomial)
-```python
-torch.multinomial(input,
- num_samples,
- replacement=False,
- *,
- generator=None,
- out=None)
-```
-### [paddle.multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multinomial_cn.html)
-```python
-paddle.multinomial(x,
- num_samples=1,
- replacement=False,
- name=None)
-```
-
-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 | 表示输入的 Tensor,仅参数名不一致。 |
-| num_samples | num_samples | 表示采样的次数。 |
-| replacement | replacement | 表示是否是可放回的采样。 |
-| 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。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.multinomial(torch.tensor([0.3, 0.5, 0.2]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.multinomial(paddle.to_tensor([0.3, 0.5, 0.2])), y)
-```
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SiLU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SiLU.md
deleted file mode 100644
index d4764f585c7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SiLU.md
+++ /dev/null
@@ -1,21 +0,0 @@
-## [torch 参数更多]torch.nn.SiLU
-
-### [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU)
-
-```python
-torch.nn.SiLU(inplace=False)
-```
-
-### [paddle.nn.Silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Silu_cn.html)
-
-```python
-paddle.nn.Silu(name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
-| inplace | - | 表示在不更改变量的内存地址的情况下,直接修改变量的值,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/torch_more_args/torch.nn.functional.dropout1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout1d.md
deleted file mode 100644
index ff17f73492b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout1d.md
+++ /dev/null
@@ -1,26 +0,0 @@
-## [ torch 参数更多 ]torch.nn.functional.dropout1d
-
-### [torch.nn.functional.dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout1d.html#torch.nn.functional.dropout1d)
-
-```python
-torch.nn.functional.dropout1d(input, p=0.5, training=True, inplace=False)
-```
-
-### [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout_cn.html)
-
-```python
-paddle.nn.functional.dropout(x, p=0.5, axis=None, training=True, mode='upscale_in_train', name=None)
-```
-
-PyTorch 对于 dropout1d/dropout2d/dropout3d,是将某个 Channel 以一定概率全部置 0,Paddle 是所有元素以一定概率置 0,但该差异一般不影响网络训练效果。
-其中 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 | 输入的多维 Tensor,仅参数名不一致。 |
-| p | p | 将输入节点置 0 的概率,即丢弃概率。 |
-| training | training | 标记是否为训练阶段。 |
-| inplace | - | 表示在不更改变量的内存地址的情况下,直接修改变量的值,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| - | axis | 指定对输入 Tensor 进行 dropout 操作的轴,PyTorch 无此参数,Paddle 保持默认即可。 |
-| - | mode | 标记是否为训练阶段,PyTorch 无此参数,Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nonzero.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nonzero.md
deleted file mode 100644
index 8ec6bbb90e6..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nonzero.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [ torch 参数更多 ]torch.nonzero
-### [torch.nonzero](https://pytorch.org/docs/stable/generated/torch.nonzero.html#torch.nonzero)
-
-```python
-torch.nonzero(input,
- *,
- out=None,
- as_tuple=False)
-```
-
-### [paddle.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nonzero_cn.html)
-
-```python
-paddle.nonzero(x,
- as_tuple=False)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-| 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。 |
-
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.nonzero(torch.tensor([3, 5]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.nonzero(paddle.to_tensor([3, 5])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.norm.md
deleted file mode 100644
index 027672939dd..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.norm.md
+++ /dev/null
@@ -1,47 +0,0 @@
-## [ torch 参数更多 ]torch.norm
-
-### [torch.norm](https://pytorch.org/docs/stable/generated/torch.norm.html)
-
-```python
-torch.norm(input, p='fro', dim=None, keepdim=False, out=None, dtype=None)
-```
-
-### [paddle.linalg.norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/norm_cn.html#norm)
-
-```python
-paddle.linalg.norm(x, p='fro', axis=None, keepdim=False, name=None)
-```
-
-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。 |
-| p | p | 范数(ord)的种类。 |
-| dim | axis | 使用范数计算的轴,仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出的 Tensor 中保留和输入一样的维度。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-| dtype | - | 表示输出 Tensor 的数据类型, 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.norm(x, out=y)
-
-# Paddle 写法:
-paddle.assign(paddle.linalg.norm(x) , y)
-```
-
-#### dtype:表示输出 Tensor 的数据类型
-
-```python
-# PyTorch 写法
-torch.norm(x, dtype=torch.float64)
-
-# Paddle 写法
-paddle.linalg.norm(x.astype(paddle.float64))
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ones_like.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ones_like.md
deleted file mode 100644
index 736aaa80812..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ones_like.md
+++ /dev/null
@@ -1,58 +0,0 @@
-## [torch 参数更多]torch.ones_like
-
-### [torch.ones_like](https://pytorch.org/docs/stable/generated/torch.ones_like.html?highlight=ones_like#torch.ones_like)
-
-```python
-torch.ones_like(input,
- *,
- dtype=None,
- layout=None,
- device=None,
- requires_grad=False,
- memory_format=torch.preserve_format)
-```
-
-### [paddle.ones_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ones_like_cn.html)
-
-```python
-paddle.ones_like(x,
- dtype=None,
- name=None)
-```
-
-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 | 表示输入 Tensor ,仅名称不同。 |
-| dtype | dtype | 表示输出 Tensor 类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-| memory_format | - | 表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-
-### 转写示例
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-y = torch.ones_like(x, device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.ones_like(x)
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = torch.ones_like(x, requires_grad=True)
-
-# Paddle 写法
-y = paddle.ones_like(x)
-y.stop_gradient = False
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.outer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.outer.md
deleted file mode 100644
index 0cd90043034..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.outer.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [torch 参数更多 ]torch.outer
-
-### [torch.outer](https://pytorch.org/docs/stable/generated/torch.outer.html#torch.outer)
-
-```python
-torch.outer(input, vec2, *, out=None)
-```
-
-### [paddle.outer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/outer_cn.html)
-
-```python
-paddle.outer(x, y, name=None)
-```
-
-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 | 输入的 Tensor ,仅参数名不一致。 |
-| vec2 | y | 输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.outer([1., 2., 3., 4.], [1., 2., 3.], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.outer([1., 2., 3., 4.], [1., 2., 3.]), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.polar.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.polar.md
deleted file mode 100644
index 1be20732538..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.polar.md
+++ /dev/null
@@ -1,33 +0,0 @@
-## [torch 参数更多 ]torch.polar
-
-### [torch.polar](https://pytorch.org/docs/stable/generated/torch.polar.html#torch.polar)
-```python
-torch.polar(abs, angle, *, out=None)
-```
-
-### [paddle.polar](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polar_cn.html)
-
-```python
-paddle.polar(abs, angle, name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------- | ------------ | ---------------------------------------------- |
-| abs | abs | 输入的模,参数完全一致。 |
-| angle | angle | 输入的相位角,参数完全一致。 |
-| out | - | 输出 Tensor,Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.polar(abs, angle, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.polar(abs, angle), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.pow.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.pow.md
deleted file mode 100644
index 6872c23d5bb..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.pow.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [torch 参数更多 ]torch.pow
-
-### [torch.pow](https://pytorch.org/docs/stable/generated/torch.pow.html?highlight=pow#torch.pow)
-
-```python
-torch.pow(input,
- exponent,
- *,
- out=None)
-```
-
-### [paddle.pow](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pow_cn.html)
-
-```python
-paddle.pow(x,
- y,
- name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| exponent | y | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.pow([3, 5], 2, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.pow([3, 5], 2), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randperm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randperm.md
deleted file mode 100644
index 67fbed77388..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randperm.md
+++ /dev/null
@@ -1,83 +0,0 @@
-## [torch 参数更多 ]torch.randperm
-
-### [torch.randperm](https://pytorch.org/docs/stable/generated/torch.randperm.html?highlight=rand#torch.randperm)
-
-```python
-torch.randperm(n,
- *,
- generator=None,
- out=None,
- dtype=torch.int64,
- layout=torch.strided,
- device=None,
- requires_grad=False,
- pin_memory=False)
-```
-
-### [paddle.randperm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randperm_cn.html#randperm)
-
-```python
-paddle.randperm(n,
- dtype='int64',
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------------ |
-| n | n | 表示随机序列的上限。 |
-| 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。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-| dtype | dtype | 表示数据类型。 |
-| layout | - | 表示布局方式, Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度, Paddle 无此参数,需要转写。 |
-| pin_memeory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out:指定输出
-
-```python
-# PyTorch 写法
-torch.randperm(10, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.randperm(10), y)
-```
-
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-x = torch.randperm(10, dtype=torch.float64,requires_grad=True)
-
-# Paddle 写法
-x = paddle.randperm(10)
-x.stop_gradient = False
-```
-
-#### pin_memory:是否分配到固定内存上
-
-```python
-# PyTorch 写法
-x = torch.randperm(10, pin_memory=True)
-
-# Paddle 写法
-x = paddle.randperm(10).pin_memory()
-```
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-torch.randperm(10, device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.randperm(10)
-y.cpu()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.range.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.range.md
deleted file mode 100644
index c64a77933e5..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.range.md
+++ /dev/null
@@ -1,74 +0,0 @@
-## [torch 参数更多]torch.range
-
-### [torch.range](https://pytorch.org/docs/stable/generated/torch.range.html?highlight=range#torch.range)
-
-```python
-torch.range(start=0,
- end,
- step=1,
- *,
- out=None,
- dtype=None,
- layout=torch.strided,
- device=None,
- requires_grad=False)
-```
-
-### [paddle.arange](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/arange_cn.html)
-
-```python
-paddle.arange(start=0,
- end=None,
- step=1,
- dtype=None,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------------ |
-| start | start | 表示区间起点(且区间包括此值)。 |
-| end | end | 表示区间终点(且通常区间不包括此值)。 |
-| step | step | 表示均匀分割的步长。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-| dtype | dtype | 表示输出 Tensor 类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out:指定输出
-
-```python
-# PyTorch 写法
-torch.range(5, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.arange(5), y)
-```
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-y = torch.range(5, device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.arange(5)
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = torch.range(5, requires_grad=True)
-
-# Paddle 写法
-y = paddle.arange(5)
-y.stop_gradient = False
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.remainder.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.remainder.md
deleted file mode 100644
index 901431a29f7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.remainder.md
+++ /dev/null
@@ -1,37 +0,0 @@
-## [torch 参数更多 ]torch.remainder
-### [torch.remainder](https://pytorch.org/docs/stable/generated/torch.remainder.html?highlight=remainder#torch.remainder)
-
-```python
-torch.remainder(input,
- other,
- *,
- out=None)
-```
-
-### [paddle.remainder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/remainder_cn.html#remainder)
-
-```python
-paddle.remainder(x,
- y,
- name=None)
-```
-
-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 | 被除数,PyTorch 可为 Tensor or Scalar,Paddle 仅可为 Tensor。 |
-| other | y | 除数,PyTorch 可为 Tensor or Scalar,Paddle 仅可为 Tensor。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.remainder([3, 5], 2, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.remainder([3, 5], 2), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.repeat_interleave.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.repeat_interleave.md
deleted file mode 100644
index 920346fecfe..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.repeat_interleave.md
+++ /dev/null
@@ -1,24 +0,0 @@
-## [ torch 参数更多]torch.repeat_interleave
-
-### [torch.repeat_interleave](https://pytorch.org/docs/stable/generated/torch.repeat_interleave.html#torch-repeat-interleave)
-
-```python
-torch.repeat_interleave(input, repeats, dim=None, *, output_size=None)
-```
-
-### [paddle.repeat_interleave](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/repeat_interleave_cn.html#repeat-interleave)
-
-```python
-paddle.repeat_interleave(x, repeats, axis=None, name=None)
-```
-
-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 | 表示输入的 Tensor ,仅参数名不一致。 |
-| repeats | repeats | 表示指定复制次数的 1-D Tensor 或指定的复制次数。 |
-| dim | axis | 表示复制取值的维度,仅参数名不一致。 |
-| output_size | - | 表示给定维度的总输出尺寸,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/torch_more_args/torch.rsqrt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.rsqrt.md
deleted file mode 100644
index 50038ac5863..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.rsqrt.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [torch 参数更多 ]torch.rsqrt
-### [torch.rsqrt](https://pytorch.org/docs/stable/generated/torch.rsqrt.html?highlight=rsqrt#torch.rsqrt)
-
-```python
-torch.rsqrt(input,
- *,
- out=None)
-```
-
-### [paddle.rsqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rsqrt_cn.html#rsqrt)
-
-```python
-paddle.rsqrt(x,
- name=None)
-```
-
-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 | 输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.rsqrt([3, 5], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.rsqrt([3, 5]), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sign.md
deleted file mode 100644
index 283559b6b50..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sign.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [torch 参数更多 ]torch.sign
-### [torch.sign](https://pytorch.org/docs/stable/generated/torch.sign.html?highlight=sign#torch.sign)
-
-```python
-torch.sign(input,
- *,
- out=None)
-```
-
-### [paddle.sign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sign_cn.html#sign)
-
-```python
-paddle.sign(x,
- name=None)
-```
-
-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 | 输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.sign([3, 5], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.sign([3, 5]), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sin.md
deleted file mode 100644
index d3f0fe321ae..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sin.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [torch 参数更多 ]torch.sin
-### [torch.sin](https://pytorch.org/docs/stable/generated/torch.sin.html?highlight=sin#torch.sin)
-
-```python
-torch.sin(input,
- *,
- out=None)
-```
-
-### [paddle.sin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sin_cn.html#sin)
-
-```python
-paddle.sin(x,
- name=None)
-```
-
-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 | 输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.sin([3, 5], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.sin([3, 5]), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.softmax.md
deleted file mode 100644
index 084bcac6424..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.softmax.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [ torch 参数更多 ]torch.softmax
-
-### [torch.softmax](https://pytorch.org/docs/stable/generated/torch.softmax.html)
-
-```python
-torch.softmax(input, dim, *, dtype=None, out=None)
-```
-
-### [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html#softmax)
-
-```python
-paddle.nn.functional.softmax(x, axis=-1, dtype=None, name=None)
-```
-
-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 | 表示输入张量,仅参数名不一致。 |
-| dim | axis | 表示对输入 Tensor 进行运算的轴,仅参数名不一致。 |
-| dtype | dtype | 表示返回张量所需的数据类型。 |
-| out | - | 表示输出的 Tensor ,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out
-
-```python
-# PyTorch
-torch.softmax(x, dim, out=y)
-
-# Paddle
-paddle.assign(paddle.nn.functional.softmax(x, dim), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.logsumexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.logsumexp.md
deleted file mode 100644
index b5693594802..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.logsumexp.md
+++ /dev/null
@@ -1,32 +0,0 @@
-## [ torch 参数更多 ]torch.special.logsumexp
-### [torch.special.logsumexp](https://pytorch.org/docs/stable/special.html#torch.special.logsumexp)
-
-```python
-torch.special.logsumexp(input, dim, keepdim=False, *, out=None)
-```
-
-### [paddle.logsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logsumexp_cn.html)
-
-```python
-paddle.logsumexp(x, axis=None, keepdim=False, name=None)
-```
-
-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 | 输入的 Tensor.仅参数名不一致。 |
-| dim | axis | 指定对输入进行计算的轴。仅参数名不一致。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| out | - | 表示输出的 Tensor , Paddle 无此参数,需要转写。 |
-
-### 转写示例
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.special.logsumexp(input, dim=1, out=y)
-
-# Paddle 写法
-paddle.assign(paddle.logsumexp(input, axis=1), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sqrt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sqrt.md
deleted file mode 100644
index c307d01d869..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sqrt.md
+++ /dev/null
@@ -1,34 +0,0 @@
-## [torch 参数更多 ]torch.sqrt
-### [torch.sqrt](https://pytorch.org/docs/stable/generated/torch.sqrt.html?highlight=sqrt#torch.sqrt)
-
-```python
-torch.sqrt(input,
- *,
- out=None)
-```
-
-### [paddle.sqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sqrt_cn.html#sqrt)
-
-```python
-paddle.sqrt(x,
- name=None)
-```
-
-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 | 表示输入的 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:指定输出
-```python
-# PyTorch 写法
-torch.sqrt([0.1, 0.2], out=y)
-
-# Paddle 写法
-paddle.assign(paddle.sqrt([0.1, 0.2]), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.stack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.stack.md
deleted file mode 100644
index 3d089ffccff..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.stack.md
+++ /dev/null
@@ -1,38 +0,0 @@
-## [ torch 参数更多 ]torch.stack
-
-### [torch.stack](https://pytorch.org/docs/stable/generated/torch.stack.html#torch.stack)
-
-```python
-torch.stack(tensors,
- dim=0,
- *,
- out=None)
-```
-
-### [paddle.stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/stack_cn.html)
-
-```python
-paddle.stack(x,
- axis=0,
- name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| tensors | x | 表示输入的 Tensor ,仅参数名不一致。 |
-| dim | axis | 表示要堆叠的轴,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:指定输出
-```python
-# PyTorch 写法
-torch.stack(torch.tensor([3, 5]), out=y)
-
-# Paddle 写法
-paddle.assign(paddle.stack(paddle.to_tensor([3, 5])), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sub.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sub.md
deleted file mode 100644
index 0ed9caab2a3..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sub.md
+++ /dev/null
@@ -1,49 +0,0 @@
-## [ torch 参数更多 ]torch.sub
-### [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html?highlight=torch%20sub#torch.sub)
-
-```python
-torch.sub(input,
- other,
- *,
- alpha=1,
- out=None)
-```
-
-### [paddle.subtract](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/subtract_cn.html#subtract)
-
-```python
-paddle.subtract(x,
- y,
- name=None)
-```
-
-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 | 表示被减数的 Tensor,仅参数名不一致。 |
-| other | y | 表示减数的 Tensor,仅参数名不一致。 |
-| alpha | - | 表示`other`的乘数,Paddle 无此参数,需要转写。 Paddle 应设置 y = alpha * other。 |
-| out | - | 表示输出的 Tensor,Paddle 无此参数,需要转写。 |
-
-
-### 转写示例
-#### alpha:表示`other`的乘数
-```python
-# PyTorch 写法
-torch.sub(x, y, alpha=2)
-
-# Paddle 写法
-paddle.subtract(x, 2*y)
-
-# 注:Paddle 直接将 alpha 与 y 相乘实现
-```
-#### out:指定输出
-```python
-# PyTorch 写法
-torch.sub(x, y, out=z)
-
-# Paddle 写法
-paddle.assign(paddle.subtract(x, y), z)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.take_along_dim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.take_along_dim.md
deleted file mode 100644
index 90e1c243749..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.take_along_dim.md
+++ /dev/null
@@ -1,41 +0,0 @@
-## [ torch 参数更多 ]torch.take_along_dim
-
-### [torch.take_along_dim](https://pytorch.org/docs/stable/generated/torch.take_along_dim.html?highlight=torch+take_along_dim#torch.take_along_dim)
-
-```python
-torch.take_along_dim(input,
- indices,
- dim,
- out=None)
-```
-
-### [paddle.take_along_axis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/take_along_axis_cn.html)
-
-```python
-paddle.take_along_axis(arr,
- indices,
- axis,
- broadcast=True)
-```
-
-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 | arr | 表示输入的 Tensor ,仅参数名不一致。 |
-| indices | indices | 表示索引矩阵 ,仅参数名不一致。 |
-| dim | axis | 表示沿着哪个维度获取对应的值,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:指定输出
-
-```python
-# PyTorch 写法
-torch.take_along_dim(t, idx, 1,out=y)
-
-# Paddle 写法
-paddle.assign(paddle.take_along_axis(t, idx, 1), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tensor.md
deleted file mode 100644
index 24e9f2108f1..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tensor.md
+++ /dev/null
@@ -1,60 +0,0 @@
-## [torch 参数更多 ]torch.tensor
-### [torch.tensor](https://pytorch.org/docs/stable/generated/torch.tensor.html?highlight=tensor#torch.tensor)
-
-```python
-torch.tensor(data,
- dtype=None,
- device=None,
- requires_grad=False,
- pin_memory=False)
-```
-
-### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
-```python
-paddle.to_tensor(data,
- dtype=None,
- place=None,
- stop_gradient=True)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| data | data | 表示输入的数据。 |
-| dtype | dtype | 表示数据的类型。 |
-| device | place | 表示 Tensor 存放设备位置,两者参数类型不相同,需要转写。 |
-| requires_grad | stop_gradient | 表示是否计算梯度,两者参数功能相反,需要转写。 |
-| pin_memeory | - | 表示是否使用锁页内存, Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### device: Tensor 的设备
-```python
-# PyTorch 写法
-torch.tensor(3, device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.to_tensor(3, place=paddle.CPUPlace())
-```
-
-#### requires_grad:是否不阻断梯度传导
-```python
-# PyTorch 写法
-x = torch.tensor(3, requires_grad=True)
-
-# Paddle 写法
-x = paddle.to_tensor(3, stop_gradient=False)
-```
-
-#### pin_memory:是否分配到固定内存上
-```python
-# PyTorch 写法
-x = torch.tensor(3, pin_memory=True)
-
-# Paddle 写法
-x = paddle.to_tensor(3).pin_memory()
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tril.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tril.md
deleted file mode 100644
index 5f02246e58e..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tril.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [ torch 参数更多]torch.tril
-
-### [torch.tril](https://pytorch.org/docs/stable/generated/torch.tril.html?highlight=tril#torch.tril)
-
-```python
-torch.tril(input,diagonal=0,*,out=None)
-```
-
-### [paddle.tril](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_cn.html)
-
-```python
-paddle.tril(x, diagonal=0,name=None)
-```
-
-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 | 表示输入的 Tensor,仅参数名不一致 。 |
-| diagonal | diagonal | 表示指定的对角线,默认值是 0 ,表示主对角线。如果 diagonal > 0 ,表示主对角线之上的对角线;如果 diagonal < 0 ,表示主对角线之下的对角线。 |
-| out | - | 表示输出的 Tensor ,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### out: 输出的 Tensor
-
-```python
-# PyTorch 写法
-torch.tril(input,diagonal,out=output)
-
-# Paddle 写法
-paddle.assign(paddle.tril(input,diagonal),output)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.triu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.triu.md
deleted file mode 100644
index ceb889ebe0b..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.triu.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [ torch 参数更多]torch.triu
-
-### [torch.triu](https://pytorch.org/docs/stable/generated/torch.triu.html?highlight=triu#torch.triu)
-
-```python
-torch.triu(input,diagonal=0,*,out=None)
-```
-
-### [paddle.triu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_cn.html)
-
-```python
-paddle.triu(x,diagonal=0,name=None)
-```
-
-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 | 表示输入的 Tensor,仅参数名不一致。 |
-| diagonal | diagonal | 指定的对角线,默认值为 0 ,表示主对角线。如果 diagonal > 0 ,表示主对角线之上的对角线;如果 diagonal < 0 ,表示主对角线之下的对角线。 |
-| out | - | 表示输出的 Tensor , Paddle 没有此参数,需要转写。 |
-
-### 转写示例
-
-#### out: 输出的 Tensor
-
-```python
-# PyTorch 写法
-torch.triu(input,diagonal,out=output)
-
-
-# Paddle 写法
-paddle.assign(paddle.triu(input,diagonal),output)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.true_divide.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.true_divide.md
deleted file mode 100644
index 376a8748092..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.true_divide.md
+++ /dev/null
@@ -1,35 +0,0 @@
-## [ torch 参数更多 ]torch.true_divide
-
-### [torch.true\_divide](https://pytorch.org/docs/stable/generated/torch.true_divide.html)
-
-```python
-torch.true_divide(input, other, *, out)
-```
-
-### [paddle.divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/divide_cn.html#divide)
-
-```python
-paddle.divide(x, y, name=None)
-```
-
-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
-
-```python
-# PyTorch
-torch.true_divide(x, y, out=z)
-
-# Paddle
-paddle.assign(paddle.div(x, y), z)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.var.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.var.md
deleted file mode 100644
index 31d3d3c09e7..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.var.md
+++ /dev/null
@@ -1,55 +0,0 @@
-## [ torch 参数更多 ]torch.var
-
-### [torch.var](https://pytorch.org/docs/stable/generated/torch.var.html)
-
-```python
-torch.var(input, dim=None, unbiased=True, keepdim=False, *, correction=1, out=None)
-```
-
-### [paddle.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/var_cn.html#var)
-
-```python
-paddle.var(x, axis=None, unbiased=True, keepdim=False, name=None)
-```
-
-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 | 输入张量,仅参数名不一致。 |
-| dim | axis | 指定对 x 进行计算的轴,仅参数名不一致。 |
-| unbiased | unbiased | 是否使用无偏估计来计算标准差。 |
-| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
-| correction | - | 样本尺寸与其自由度的差异,Paddle 无此参数,需要转写。 |
-| out | - | 表示输出的 Tensor ,Paddle 无此参数,需要转写。 |
-
-### 转写示例
-
-#### correction
-
-```python
-# PyTorch
-torch.var(x, dim, correction=0)
-
-# Paddle
-paddle.var(x, dim, unbiased=False)
-
-
-# PyTorch
-torch.var(x, dim, correction=1)
-
-# Paddle
-paddle.var(x, dim, unbiased=True)
-```
-
-#### out
-
-```python
-# PyTorch
-torch.var(x, out=y)
-
-# Paddle
-paddle.assign(paddle.var(x), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.where.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.where.md
deleted file mode 100644
index 179230bd8df..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.where.md
+++ /dev/null
@@ -1,36 +0,0 @@
-## [ torch 参数更多 ] torch.where
-
-### [torch.where](https://pytorch.org/docs/stable/generated/torch.where.html)
-
-```python
-torch.where(condition, input, other, *, out=None)
-```
-
-### [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/where_cn.html)
-
-```python
-paddle.where(condition, x, y, name=None)
-```
-
-PyTorch 相比 Paddle 支持更多其他参数,具体如下:
-
-### 参数映射
-
-| PyTorch | PaddlePaddle | 备注 |
-| ------------- | ------------ | ------------------------------------------------------ |
-| condition | condition | 判断条件。 |
-| input | x | 当 condition 为 true 时,选择 input 元素,仅参数名不一致。 |
-| other | y | 当 condition 为 false 时,选择 other 中元素,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:指定输出
-
-```python
-# PyTorch 写法
-torch.where(x > 0, x, y, out=z)
-
-# Paddle 写法
-paddle.assign(paddle.where(x > 0, x, y), z)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.zeros_like.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.zeros_like.md
deleted file mode 100644
index 0a4d422052a..00000000000
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.zeros_like.md
+++ /dev/null
@@ -1,58 +0,0 @@
-## [torch 参数更多]torch.zeros_like
-
-### [torch.zeros_like](https://pytorch.org/docs/stable/generated/torch.zeros_like.html?highlight=zeros_like#torch.zeros_like)
-
-```python
-torch.zeros_like(input,
- *,
- dtype=None,
- layout=None,
- device=None,
- requires_grad=False,
- memory_format=torch.preserve_format)
-```
-
-### [paddle.zeros_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/zeros_like_cn.html)
-
-```python
-paddle.zeros_like(x,
- dtype=None,
- name=None)
-```
-
-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 | 表示输入 Tensor ,仅名称不同。 |
-| dtype | dtype | 表示输出 Tensor 类型。 |
-| layout | - | 表示布局方式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-| device | - | 表示 Tensor 存放设备位置,Paddle 无此参数,需要转写。 |
-| requires_grad | - | 表示是否计算梯度,Paddle 无此参数,需要转写。 |
-| memory_format | - | 表示内存格式,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 |
-
-### 转写示例
-
-#### device: Tensor 的设备
-
-```python
-# PyTorch 写法
-y = torch.zeros_like(x, device=torch.device('cpu'))
-
-# Paddle 写法
-y = paddle.zeros_like(x)
-y.cpu()
-```
-
-#### requires_grad:是否求梯度
-
-```python
-# PyTorch 写法
-y = torch.zeros_like(x, requires_grad=True)
-
-# Paddle 写法
-y = paddle.zeros_like(x)
-y.stop_gradient = False
-```
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 1d4427e8326..d6824c0f044 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
@@ -47,541 +47,541 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 序号 | Pytorch 最新 release | Paddle develop | 备注 |
|------|-------------------|---------------|------|
-| 1 | [torch.Tensor.bfloat16](https://pytorch.org/docs/stable/generated/torch.Tensor.bfloat16.html#torch.Tensor.bfloat16) | paddle.Tensor.bfloat16 | - |
-| 2 | [torch.Tensor.bool](https://pytorch.org/docs/stable/generated/torch.Tensor.bool.html#torch.Tensor.bool) | paddle.Tensor.bool | - |
-| 3 | [torch.Tensor.byte](https://pytorch.org/docs/stable/generated/torch.Tensor.byte.html#torch.Tensor.byte) | paddle.Tensor.byte | - |
-| 4 | [torch.Tensor.char](https://pytorch.org/docs/stable/generated/torch.Tensor.char.html#torch.Tensor.char) | paddle.Tensor.char | - |
-| 5 | [torch.Tensor.double](https://pytorch.org/docs/stable/generated/torch.Tensor.double.html#torch-Tensor-double) | paddle.Tensor.double | - |
-| 6 | [torch.Tensor.float](https://pytorch.org/docs/stable/generated/torch.Tensor.float.html?highlight=float#torch.Tensor.float) | paddle.Tensor.float | - |
-| 7 | [torch.Tensor.half](https://pytorch.org/docs/stable/generated/torch.Tensor.half.html#torch.Tensor.half) | paddle.Tensor.half | - |
-| 8 | [torch.Tensor.int](https://pytorch.org/docs/stable/generated/torch.Tensor.int.html?highlight=int#torch.Tensor.int) | paddle.Tensor.int | - |
-| 9 | [torch.Tensor.long](https://pytorch.org/docs/stable/generated/torch.Tensor.long.html#torch.Tensor.long) | paddle.Tensor.long | - |
-| 10 | [torch.Tensor.short](https://pytorch.org/docs/stable/generated/torch.Tensor.short.html#torch.Tensor.short) | paddle.Tensor.short | - |
-| 11 | [torch.Tensor.cfloat](https://pytorch.org/docs/stable/generated/torch.Tensor.cfloat.html?highlight=torch+tensor+cfloat#torch.Tensor.cfloat) | paddle.Tensor.cfloat | - |
-| 12 | [torch.Tensor.cdouble](https://pytorch.org/docs/stable/generated/torch.Tensor.cdouble.html?highlight=torch+tensor+cdouble#torch.Tensor.cdouble) | paddle.Tensor.cdouble | - |
-| 13 | torch.nn.init.calculate_gain | paddle.nn.init.calculate_gain | - |
-| 14 | [torch.nn.init.constant_](https://pytorch.org/docs/stable/nn.init.html?highlight=constant_#torch.nn.init.constant_) | paddle.nn.init.constant_ | - |
-| 15 | [torch.nn.init.dirac_](https://pytorch.org/docs/stable/nn.init.html?highlight=dirac_#torch.nn.init.dirac_) | paddle.nn.init.dirac_ | - |
-| 16 | [torch.nn.init.eye_](https://pytorch.org/docs/stable/nn.init.html?highlight=eye_#torch.nn.init.eye_) | paddle.nn.init.eye_ | - |
-| 17 | [torch.nn.init.kaiming_normal_](https://pytorch.org/docs/stable/nn.init.html?highlight=kaiming_normal_#torch.nn.init.kaiming_normal_) | paddle.nn.init.kaiming_normal_ | - |
-| 18 | [torch.nn.init.kaiming_uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=kaiming_uniform_#torch.nn.init.kaiming_uniform_) | paddle.nn.init.kaiming_uniform_ | - |
-| 19 | [torch.nn.init.normal_](https://pytorch.org/docs/stable/nn.init.html?highlight=normal_#torch.nn.init.normal_) | paddle.nn.init.normal_ | - |
-| 20 | [torch.nn.init.ones_](https://pytorch.org/docs/stable/nn.init.html?highlight=ones_#torch.nn.init.ones_) | paddle.nn.init.ones_ | - |
-| 21 | [torch.nn.init.orthogonal_](https://pytorch.org/docs/stable/nn.init.html?highlight=orthogonal_#torch.nn.init.orthogonal_) | paddle.nn.init.orthogonal_ | - |
-| 22 | [torch.nn.init.trunc_normal_](https://pytorch.org/docs/stable/nn.init.html#torch.nn.init.trunc_normal_) | paddle.nn.init.trunc_normal_ | - |
-| 23 | [torch.nn.init.uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=uniform_#torch.nn.init.uniform_) | paddle.nn.init.uniform_ | - |
-| 24 | [torch.nn.init.xavier_normal_](https://pytorch.org/docs/stable/nn.init.html?highlight=xavier_normal_#torch.nn.init.xavier_normal_) | paddle.nn.init.xavier_normal_ | - |
-| 25 | [torch.nn.init.xavier_uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=xavier_uniform_#torch.nn.init.xavier_uniform_) | paddle.nn.init.xavier_uniform_ | - |
-| 26 | [torch.nn.init.zeros_](https://pytorch.org/docs/stable/nn.init.html?highlight=zeros_#torch.nn.init.zeros_) | paddle.nn.init.zeros_ | - |
-| 27 | [torch.nn.Conv1d](https://pytorch.org/docs/stable/generated/torch.nn.Conv1d.html?highlight=conv1d#torch.nn.Conv1d) | paddle.nn.Conv1d | - |
-| 28 | [torch.nn.Conv2d](https://pytorch.org/docs/stable/generated/torch.nn.Conv2d.html?highlight=conv2d#torch.nn.Conv2d) | paddle.nn.Conv2d | - |
-| 29 | [torch.nn.Conv3d](https://pytorch.org/docs/stable/generated/torch.nn.Conv3d.html?highlight=conv3d#torch.nn.Conv3d) | paddle.nn.Conv3d | - |
-| 30 | [torch.nn.Embedding](https://pytorch.org/docs/stable/generated/torch.nn.Embedding.html?highlight=embedding#torch.nn.Embedding) | [paddle.nn.Embedding](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Embedding_cn.html#embedding) | - |
-| 31 | [torch.complex](https://pytorch.org/docs/stable/generated/torch.complex.html) | [paddle.complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/complex_cn.html#complex) | - |
-| 32 | [torch.polar](https://pytorch.org/docs/stable/generated/torch.polar.html#torch.polar) | [paddle.polar](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polar_cn.html) | - |
-| 33 | [torch.cat](https://pytorch.org/docs/stable/generated/torch.cat.html?highlight=cat#torch.cat) | paddle.cat | - |
-| 34 | [torch.stack](https://pytorch.org/docs/stable/generated/torch.stack.html#torch.stack) | [paddle.stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/stack_cn.html) | - |
-| 35 | [torch.swapaxes](https://pytorch.org/docs/stable/generated/torch.swapaxes.html#torch.swapaxes) | paddle.swapaxes | - |
-| 36 | [torch.swapdims](https://pytorch.org/docs/stable/generated/torch.swapdims.html#torch.swapdims) | paddle.swapdims | - |
-| 37 | [torch.where](https://pytorch.org/docs/stable/generated/torch.where.html) | [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/where_cn.html) | - |
-| 38 | [torch.clamp](https://pytorch.org/docs/stable/generated/torch.clamp.html#torch-clamp) | paddle.clamp | - |
-| 39 | torch.clip | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | - |
-| 40 | [torch.cos](https://pytorch.org/docs/stable/generated/torch.cos.html#torch-cos) | [paddle.cos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cos_cn.html#cos) | - |
-| 41 | [torch.floor](https://pytorch.org/docs/stable/generated/torch.floor.html?highlight=torch+floor#torch.floor) | [paddle.floor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_cn.html#floor) | - |
-| 42 | [torch.log](https://pytorch.org/docs/stable/generated/torch.log.html?highlight=log#torch.log) | [paddle.log](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log_cn.html#log) | - |
-| 43 | [torch.mul](https://pytorch.org/docs/stable/generated/torch.mul.html?highlight=torch+mul#torch.mul) | paddle.mul | - |
-| 44 | torch.multiply | [paddle.multiply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multiply_cn.html) | - |
-| 45 | [torch.pow](https://pytorch.org/docs/stable/generated/torch.pow.html?highlight=pow#torch.pow) | [paddle.pow](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pow_cn.html) | - |
-| 46 | [torch.rsqrt](https://pytorch.org/docs/stable/generated/torch.rsqrt.html?highlight=rsqrt#torch.rsqrt) | [paddle.rsqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rsqrt_cn.html#rsqrt) | - |
-| 47 | [torch.sign](https://pytorch.org/docs/stable/generated/torch.sign.html?highlight=sign#torch.sign) | [paddle.sign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sign_cn.html#sign) | - |
-| 48 | [torch.sin](https://pytorch.org/docs/stable/generated/torch.sin.html?highlight=sin#torch.sin) | [paddle.sin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sin_cn.html#sin) | - |
+| 1 | [torch.Tensor.bfloat16](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bfloat16) | paddle.Tensor.bfloat16 | - |
+| 2 | [torch.Tensor.bool](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bool) | paddle.Tensor.bool | - |
+| 3 | [torch.Tensor.byte](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.byte) | paddle.Tensor.byte | - |
+| 4 | [torch.Tensor.char](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.char) | paddle.Tensor.char | - |
+| 5 | [torch.Tensor.double](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.double) | paddle.Tensor.double | - |
+| 6 | [torch.Tensor.float](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.float) | paddle.Tensor.float | - |
+| 7 | [torch.Tensor.half](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.half) | paddle.Tensor.half | - |
+| 8 | [torch.Tensor.int](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.int) | paddle.Tensor.int | - |
+| 9 | [torch.Tensor.long](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.long) | paddle.Tensor.long | - |
+| 10 | [torch.Tensor.short](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.short) | paddle.Tensor.short | - |
+| 11 | [torch.Tensor.cfloat](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cfloat) | paddle.Tensor.cfloat | - |
+| 12 | [torch.Tensor.cdouble](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cdouble) | paddle.Tensor.cdouble | - |
+| 13 | [torch.nn.init.calculate_gain](https://pytorch.org/docs/stable/generated/torch.nn.init.calculate_gain.html) | paddle.nn.init.calculate_gain | - |
+| 14 | [torch.nn.init.constant_](https://pytorch.org/docs/stable/generated/torch.nn.init.constant_.html) | paddle.nn.init.constant_ | - |
+| 15 | [torch.nn.init.dirac_](https://pytorch.org/docs/stable/generated/torch.nn.init.dirac_.html) | paddle.nn.init.dirac_ | - |
+| 16 | [torch.nn.init.eye_](https://pytorch.org/docs/stable/generated/torch.nn.init.eye_.html) | paddle.nn.init.eye_ | - |
+| 17 | [torch.nn.init.kaiming_normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.kaiming_normal_.html) | paddle.nn.init.kaiming_normal_ | - |
+| 18 | [torch.nn.init.kaiming_uniform_](https://pytorch.org/docs/stable/generated/torch.nn.init.kaiming_uniform_.html) | paddle.nn.init.kaiming_uniform_ | - |
+| 19 | [torch.nn.init.normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.normal_.html) | paddle.nn.init.normal_ | - |
+| 20 | [torch.nn.init.ones_](https://pytorch.org/docs/stable/generated/torch.nn.init.ones_.html) | paddle.nn.init.ones_ | - |
+| 21 | [torch.nn.init.orthogonal_](https://pytorch.org/docs/stable/generated/torch.nn.init.orthogonal_.html) | paddle.nn.init.orthogonal_ | - |
+| 22 | [torch.nn.init.trunc_normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.trunc_normal_.html) | paddle.nn.init.trunc_normal_ | - |
+| 23 | [torch.nn.init.uniform_](https://pytorch.org/docs/stable/generated/torch.nn.init.uniform_.html) | paddle.nn.init.uniform_ | - |
+| 24 | [torch.nn.init.xavier_normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.xavier_normal_.html) | paddle.nn.init.xavier_normal_ | - |
+| 25 | [torch.nn.init.xavier_uniform_](https://pytorch.org/docs/stable/generated/torch.nn.init.xavier_uniform_.html) | paddle.nn.init.xavier_uniform_ | - |
+| 26 | [torch.nn.init.zeros_](https://pytorch.org/docs/stable/generated/torch.nn.init.zeros_.html) | paddle.nn.init.zeros_ | - |
+| 27 | [torch.nn.Conv1d](https://pytorch.org/docs/stable/generated/torch.nn.Conv1d.html) | paddle.nn.Conv1d | - |
+| 28 | [torch.nn.Conv2d](https://pytorch.org/docs/stable/generated/torch.nn.Conv2d.html) | paddle.nn.Conv2d | - |
+| 29 | [torch.nn.Conv3d](https://pytorch.org/docs/stable/generated/torch.nn.Conv3d.html) | paddle.nn.Conv3d | - |
+| 30 | [torch.nn.Embedding](https://pytorch.org/docs/stable/generated/torch.nn.Embedding.html) | paddle.nn.Embedding | - |
+| 31 | [torch.complex](https://pytorch.org/docs/stable/generated/torch.complex.html) | paddle.complex | - |
+| 32 | [torch.polar](https://pytorch.org/docs/stable/generated/torch.polar.html) | paddle.polar | - |
+| 33 | [torch.cat](https://pytorch.org/docs/stable/generated/torch.cat.html) | paddle.cat | - |
+| 34 | [torch.stack](https://pytorch.org/docs/stable/generated/torch.stack.html) | paddle.stack | - |
+| 35 | [torch.swapaxes](https://pytorch.org/docs/stable/generated/torch.swapaxes.html) | paddle.swapaxes | - |
+| 36 | [torch.swapdims](https://pytorch.org/docs/stable/generated/torch.swapdims.html) | paddle.swapdims | - |
+| 37 | [torch.where](https://pytorch.org/docs/stable/generated/torch.where.html) | paddle.where | - |
+| 38 | [torch.clamp](https://pytorch.org/docs/stable/generated/torch.clamp.html) | paddle.clamp | - |
+| 39 | [torch.clip](https://pytorch.org/docs/stable/generated/torch.clip.html) | paddle.clip | - |
+| 40 | [torch.cos](https://pytorch.org/docs/stable/generated/torch.cos.html) | paddle.cos | - |
+| 41 | [torch.floor](https://pytorch.org/docs/stable/generated/torch.floor.html) | paddle.floor | - |
+| 42 | [torch.log](https://pytorch.org/docs/stable/generated/torch.log.html) | paddle.log | - |
+| 43 | [torch.mul](https://pytorch.org/docs/stable/generated/torch.mul.html) | paddle.mul | - |
+| 44 | [torch.multiply](https://pytorch.org/docs/stable/generated/torch.multiply.html) | paddle.multiply | - |
+| 45 | [torch.pow](https://pytorch.org/docs/stable/generated/torch.pow.html) | paddle.pow | - |
+| 46 | [torch.rsqrt](https://pytorch.org/docs/stable/generated/torch.rsqrt.html) | paddle.rsqrt | - |
+| 47 | [torch.sign](https://pytorch.org/docs/stable/generated/torch.sign.html) | paddle.sign | - |
+| 48 | [torch.sin](https://pytorch.org/docs/stable/generated/torch.sin.html) | paddle.sin | - |
| 49 | [torch.eq](https://pytorch.org/docs/stable/generated/torch.eq.html) | paddle.eq | - |
| 50 | [torch.gt](https://pytorch.org/docs/stable/generated/torch.gt.html) | paddle.gt | - |
-| 51 | [torch.view_as_real](https://pytorch.org/docs/stable/generated/torch.view_as_real.html?highlight=view_as_real#torch.view_as_real) | paddle.view_as_real | - |
-| 52 | [torch.view_as_complex](https://pytorch.org/docs/stable/generated/torch.view_as_complex.html?highlight=view_as_complex#torch.view_as_complex) | paddle.view_as_complex | - |
-| 53 | [torch.ger](https://pytorch.org/docs/stable/generated/torch.ger.html?highlight=ger#torch.ger) | paddle.ger | - |
-| 54 | [torch.Tensor.mul](https://pytorch.org/docs/stable/generated/torch.Tensor.mul.html) | paddle.Tensor.mul | - |
-| 55 | [torch.Tensor.mul_](https://pytorch.org/docs/stable/generated/torch.Tensor.mul_.html) | paddle.Tensor.mul_ | - |
-| 56 | [torch.Tensor.swapaxes](https://pytorch.org/docs/stable/generated/torch.Tensor.swapaxes.html#torch.Tensor.swapaxes) | paddle.Tensor.swapaxes | - |
-| 57 | [torch.Tensor.swapdims](https://pytorch.org/docs/stable/generated/torch.Tensor.swapdims.html#torch.Tensor.swapdims) | paddle.Tensor.swapdims | - |
-| 58 | [torch.autograd.Function](https://pytorch.org/docs/stable/autograd.html#torch.autograd.Function) | paddle.autograd.Function | - |
-| 59 | [torch.take_along_dim](https://pytorch.org/docs/stable/generated/torch.take_along_dim.html?highlight=torch+take_along_dim#torch.take_along_dim) | paddle.take_along_dim | - |
-| 60 | [torch.Tensor.take_along_dim](https://pytorch.org/docs/stable/generated/torch.Tensor.take_along_dim.html?highlight=torch+tensor+take_along_dim#torch.Tensor.take_along_dim) | paddle.Tensor.take_along_dim | - |
-| 61 | [torch.special.logsumexp](https://pytorch.org/docs/stable/special.html#torch.special.logsumexp) | paddle.special.logsumexp | - |
-| 62 | [torch.argwhere](https://pytorch.org/docs/stable/generated/torch.argwhere.html#torch.argwhere) | paddle.argwhere | - |
-| 63 | torch.concatenate | paddle.concatenate | - |
-| 64 | torch.is_autocast_enabled | paddle.is_autocast_enabled | - |
-| 65 | torch.get_autocast_gpu_dtype | paddle.get_autocast_gpu_dtype | - |
-| 66 | [torch.cumsum](https://pytorch.org/docs/stable/generated/torch.cumsum.html?highlight=cumsum#torch.cumsum) | [paddle.cumsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumsum_cn.html#cumsum) | - |
-| 67 | [torch.diff](https://pytorch.org/docs/stable/generated/torch.diff.html?highlight=diff#torch.diff) | [paddle.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff) | - |
-| 68 | [torch.nn.functional.dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout1d.html#torch.nn.functional.dropout1d) | paddle.nn.functional.dropout1d | - |
-| 69 | [torch.nn.parameter.Parameter](https://pytorch.org/docs/stable/generated/torch.nn.parameter.Parameter.html?highlight=torch%20nn%20parameter#torch.nn.parameter.Parameter) | paddle.nn.parameter.Parameter | - |
-| 70 | [torch.add](https://pytorch.org/docs/stable/generated/torch.add.html?highlight=add#torch.add) | [paddle.add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/add_cn.html#add) | - |
-| 71 | [torch.div](https://pytorch.org/docs/stable/generated/torch.div.html#torch.div) | paddle.div | - |
-| 72 | torch.divide | [paddle.divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/divide_cn.html) | - |
+| 51 | [torch.view_as_real](https://pytorch.org/docs/stable/generated/torch.view_as_real.html) | paddle.view_as_real | - |
+| 52 | [torch.view_as_complex](https://pytorch.org/docs/stable/generated/torch.view_as_complex.html) | paddle.view_as_complex | - |
+| 53 | [torch.ger](https://pytorch.org/docs/stable/generated/torch.ger.html) | paddle.ger | - |
+| 54 | [torch.Tensor.mul](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.mul) | paddle.Tensor.mul | - |
+| 55 | [torch.Tensor.mul_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.mul_) | paddle.Tensor.mul_ | - |
+| 56 | [torch.Tensor.swapaxes](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.swapaxes) | paddle.Tensor.swapaxes | - |
+| 57 | [torch.Tensor.swapdims](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.swapdims) | paddle.Tensor.swapdims | - |
+| 58 | [torch.autograd.Function](https://pytorch.org/docs/stable/generated/torch.autograd.Function.html) | paddle.autograd.Function | - |
+| 59 | [torch.take_along_dim](https://pytorch.org/docs/stable/generated/torch.take_along_dim.html) | paddle.take_along_dim | - |
+| 60 | [torch.Tensor.take_along_dim](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.take_along_dim) | paddle.Tensor.take_along_dim | - |
+| 61 | [torch.special.logsumexp](https://pytorch.org/docs/stable/generated/torch.special.logsumexp.html) | paddle.special.logsumexp | - |
+| 62 | [torch.argwhere](https://pytorch.org/docs/stable/generated/torch.argwhere.html) | paddle.argwhere | - |
+| 63 | [torch.concatenate](https://pytorch.org/docs/stable/generated/torch.concatenate.html) | paddle.concatenate | - |
+| 64 | [torch.is_autocast_enabled](https://pytorch.org/docs/stable/generated/torch.is_autocast_enabled.html) | paddle.is_autocast_enabled | - |
+| 65 | [torch.get_autocast_gpu_dtype](https://pytorch.org/docs/stable/generated/torch.get_autocast_gpu_dtype.html) | paddle.get_autocast_gpu_dtype | - |
+| 66 | [torch.cumsum](https://pytorch.org/docs/stable/generated/torch.cumsum.html) | paddle.cumsum | - |
+| 67 | [torch.diff](https://pytorch.org/docs/stable/generated/torch.diff.html) | paddle.diff | - |
+| 68 | [torch.nn.functional.dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout1d.html) | paddle.nn.functional.dropout1d | - |
+| 69 | [torch.nn.parameter.Parameter](https://pytorch.org/docs/stable/generated/torch.nn.parameter.Parameter.html) | paddle.nn.parameter.Parameter | - |
+| 70 | [torch.add](https://pytorch.org/docs/stable/generated/torch.add.html) | paddle.add | - |
+| 71 | [torch.div](https://pytorch.org/docs/stable/generated/torch.div.html) | paddle.div | - |
+| 72 | [torch.divide](https://pytorch.org/docs/stable/generated/torch.divide.html) | paddle.divide | - |
| 73 | [torch.true_divide](https://pytorch.org/docs/stable/generated/torch.true_divide.html) | paddle.true_divide | - |
-| 74 | [torch.Tensor.add](https://pytorch.org/docs/stable/generated/torch.Tensor.add.html#torch.Tensor.add) | [paddle.Tensor.add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#add-y-name-none) | - |
-| 75 | [torch.Tensor.add_](https://pytorch.org/docs/stable/generated/torch.Tensor.add_.html#torch.Tensor.add_) | [paddle.Tensor.add_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id3) | - |
-| 76 | [torch.Tensor.div](https://pytorch.org/docs/stable/generated/torch.Tensor.div.html#torch.Tensor.div) | paddle.Tensor.div | - |
-| 77 | [torch.Tensor.div_](https://pytorch.org/docs/stable/generated/torch.Tensor.div_.html) | paddle.Tensor.div_ | - |
-| 78 | torch.Tensor.divide | [paddle.Tensor.divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#divide-y-name-none) | - |
-| 79 | torch.Tensor.divide_ | paddle.Tensor.divide_ | - |
-| 80 | [torch.Tensor.true_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide.html#torch.Tensor.true_divide) | paddle.Tensor.true_divide | - |
-| 81 | [torch.Size](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions) | paddle.Size | - |
-| 82 | [torch.Tensor.is_cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.is_cuda.html?highlight=is_cuda#torch.Tensor.is_cuda) | paddle.Tensor.is_cuda | - |
-| 83 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html?highlight=torch%20sub#torch.sub) | paddle.sub | - |
-| 84 | [torch.Tensor.sub](https://pytorch.org/docs/stable/generated/torch.Tensor.sub.html#torch.Tensor.sub) | paddle.Tensor.sub | - |
-| 85 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/generated/torch.Tensor.sub_.html) | paddle.Tensor.sub_ | - |
-| 86 | [torch.Tensor.random_](https://pytorch.org/docs/stable/generated/torch.Tensor.random_.html) | paddle.Tensor.random_ | - |
-| 87 | [torch.range](https://pytorch.org/docs/stable/generated/torch.range.html?highlight=range#torch.range) | paddle.range | - |
-| 88 | [torch.arange](https://pytorch.org/docs/stable/generated/torch.arange.html?highlight=arange#torch.arange) | [paddle.arange](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/arange_cn.html) | - |
-| 89 | [torch.randn](https://pytorch.org/docs/stable/generated/torch.randn.html?highlight=randn#torch.randn) | [paddle.randn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_cn.html#randn) | - |
-| 90 | [torch.zeros](https://pytorch.org/docs/stable/generated/torch.zeros.html?highlight=zeros#torch.zeros) | [paddle.zeros](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/zeros_cn.html) | - |
-| 91 | [torch.ones](https://pytorch.org/docs/stable/generated/torch.ones.html?highlight=ones#torch.ones) | [paddle.ones](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ones_cn.html) | - |
-| 92 | [torch.full](https://pytorch.org/docs/stable/generated/torch.full.html?highlight=ful#torch.full) | [paddle.full](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/full_cn.html) | - |
-| 93 | [torch.empty](https://pytorch.org/docs/stable/generated/torch.empty.html?highlight=empty#torch.empty) | [paddle.empty](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/empty_cn.html) | - |
-| 94 | [torch.zeros_like](https://pytorch.org/docs/stable/generated/torch.zeros_like.html?highlight=zeros_like#torch.zeros_like) | [paddle.zeros_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/zeros_like_cn.html) | - |
-| 95 | [torch.ones_like](https://pytorch.org/docs/stable/generated/torch.ones_like.html?highlight=ones_like#torch.ones_like) | [paddle.ones_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ones_like_cn.html) | - |
-| 96 | [torch.full_like](https://pytorch.org/docs/stable/generated/torch.full_like.html?highlight=full_like#torch.full_like) | [paddle.full_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/full_like_cn.html#full-like) | - |
-| 97 | [torch.empty_like](https://pytorch.org/docs/stable/generated/torch.empty_like.html?highlight=empty_like#torch.empty_like) | [paddle.empty_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/empty_like_cn.html) | - |
-| 98 | [torch.Tensor.new_zeros](https://pytorch.org/docs/stable/generated/torch.Tensor.new_zeros.html#torch-tensor-new-zeros) | paddle.Tensor.new_zeros | - |
-| 99 | [torch.Tensor.new_ones](https://pytorch.org/docs/stable/generated/torch.Tensor.new_ones.html#torch-tensor-new-ones) | paddle.Tensor.new_ones | - |
-| 100 | [torch.Tensor.new_full](https://pytorch.org/docs/stable/generated/torch.Tensor.new_full.html#torch-tensor-new-full) | paddle.Tensor.new_full | - |
-| 101 | [torch.Tensor.new_empty](https://pytorch.org/docs/stable/generated/torch.Tensor.new_empty.html#torch-tensor-new-empty) | paddle.Tensor.new_empty | - |
-| 102 | [torch.eye](https://pytorch.org/docs/stable/generated/torch.eye.html?highlight=eye#torch.eye) | [paddle.eye](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/eye_cn.html) | - |
-| 103 | torch.cuda.cudart | paddle.cuda.cudart | - |
-| 104 | torch.cuda.check_error | paddle.cuda.check_error | - |
-| 105 | torch.cuda.mem_get_info | paddle.cuda.mem_get_info | - |
-| 106 | torch.cuda.is_initialized | paddle.cuda.is_initialized | - |
-| 107 | [torch.permute](https://pytorch.org/docs/stable/generated/torch.permute.html?highlight=permute#torch.permute) | paddle.permute | - |
-| 108 | [torch.Tensor.permute](https://pytorch.org/docs/stable/generated/torch.Tensor.permute.html) | paddle.Tensor.permute | - |
-| 109 | [torch.repeat_interleave](https://pytorch.org/docs/stable/generated/torch.repeat_interleave.html#torch-repeat-interleave) | [paddle.repeat_interleave](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/repeat_interleave_cn.html#repeat-interleave) | - |
-| 110 | [torch.Tensor.repeat_interleave](https://pytorch.org/docs/stable/generated/torch.Tensor.repeat_interleave.html#torch.Tensor.repeat_interleave) | [paddle.Tensor.repeat_interleave](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#repeat-interleave-repeats-axis-none-name-none) | - |
-| 111 | [torch.Tensor.repeat](https://pytorch.org/docs/stable/generated/torch.Tensor.repeat.html) | paddle.Tensor.repeat | - |
-| 112 | [torch.maximum](https://pytorch.org/docs/stable/generated/torch.maximum.html#torch.maximum) | [paddle.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/maximum_cn.html) | - |
-| 113 | [torch.minimum](https://pytorch.org/docs/stable/generated/torch.minimum.html#torch.minimum) | [paddle.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/minimum_cn.html) | - |
-| 114 | [torch.topk](https://pytorch.org/docs/stable/generated/torch.topk.html?highlight=topk#torch.topk) | [paddle.topk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/topk_cn.html#paddle.topk) | - |
-| 115 | [torch.sqrt](https://pytorch.org/docs/stable/generated/torch.sqrt.html?highlight=sqrt#torch.sqrt) | [paddle.sqrt](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sqrt_cn.html#sqrt) | - |
-| 116 | [torch.amin](https://pytorch.org/docs/stable/generated/torch.amin.html) | [paddle.amin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amin_cn.html#amin) | - |
-| 117 | [torch.amax](https://pytorch.org/docs/stable/generated/torch.amax.html) | [paddle.amax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amax_cn.html#amax) | - |
-| 118 | [torch.Tensor.stride](https://pytorch.org/docs/stable/generated/torch.Tensor.stride.html#torch-tensor-stride) | paddle.Tensor.stride | - |
-| 119 | torch.Tensor.get_device | paddle.Tensor.get_device | - |
-| 120 | torch.random.initial_seed | paddle.random.initial_seed | - |
-| 121 | [torch.as_tensor](https://pytorch.org/docs/stable/generated/torch.as_tensor.html#torch.as_tensor) | paddle.as_tensor | - |
-| 122 | [torch.tensor](https://pytorch.org/docs/stable/generated/torch.tensor.html?highlight=tensor#torch.tensor) | paddle.tensor | - |
-| 123 | [torch.Tensor.copy_](https://pytorch.org/docs/stable/generated/torch.Tensor.copy_.html#torch.Tensor.copy_) | paddle.Tensor.copy_ | - |
-| 124 | [torch.Tensor.norm](https://pytorch.org/docs/stable/generated/torch.Tensor.norm.html#torch.Tensor.norm) | [paddle.Tensor.norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#norm-p-fro-axis-none-keepdim-false-name-none) | - |
-| 125 | [torch.Tensor](https://pytorch.org/docs/stable/tensors.html) | paddle.Tensor | - |
-| 126 | [torch.FloatTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.FloatTensor | - |
-| 127 | [torch.DoubleTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.DoubleTensor | - |
-| 128 | [torch.HalfTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.HalfTensor | - |
-| 129 | torch.BFloat16Tensor | paddle.BFloat16Tensor | - |
-| 130 | [torch.ByteTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.ByteTensor | - |
-| 131 | torch.CharTensor | paddle.CharTensor | - |
-| 132 | [torch.ShortTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.ShortTensor | - |
-| 133 | [torch.IntTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.IntTensor | - |
-| 134 | [torch.LongTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.LongTensor | - |
-| 135 | [torch.BoolTensor](https://pytorch.org/docs/stable/tensors.html) | paddle.BoolTensor | - |
+| 74 | [torch.Tensor.add](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.add) | paddle.Tensor.add | - |
+| 75 | [torch.Tensor.add_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.add_) | paddle.Tensor.add_ | - |
+| 76 | [torch.Tensor.div](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.div) | paddle.Tensor.div | - |
+| 77 | [torch.Tensor.div_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.div_) | paddle.Tensor.div_ | - |
+| 78 | [torch.Tensor.divide](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.divide) | paddle.Tensor.divide | - |
+| 79 | [torch.Tensor.divide_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.divide_) | paddle.Tensor.divide_ | - |
+| 80 | [torch.Tensor.true_divide](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.true_divide) | paddle.Tensor.true_divide | - |
+| 81 | [torch.Size](https://pytorch.org/docs/stable/generated/torch.Size.html) | paddle.Size | - |
+| 82 | [torch.Tensor.is_cuda](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.is_cuda) | paddle.Tensor.is_cuda | - |
+| 83 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html) | paddle.sub | - |
+| 84 | [torch.Tensor.sub](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sub) | paddle.Tensor.sub | - |
+| 85 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sub_) | paddle.Tensor.sub_ | - |
+| 86 | [torch.Tensor.random_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.random_) | paddle.Tensor.random_ | - |
+| 87 | [torch.range](https://pytorch.org/docs/stable/generated/torch.range.html) | paddle.range | - |
+| 88 | [torch.arange](https://pytorch.org/docs/stable/generated/torch.arange.html) | paddle.arange | - |
+| 89 | [torch.randn](https://pytorch.org/docs/stable/generated/torch.randn.html) | paddle.randn | - |
+| 90 | [torch.zeros](https://pytorch.org/docs/stable/generated/torch.zeros.html) | paddle.zeros | - |
+| 91 | [torch.ones](https://pytorch.org/docs/stable/generated/torch.ones.html) | paddle.ones | - |
+| 92 | [torch.full](https://pytorch.org/docs/stable/generated/torch.full.html) | paddle.full | - |
+| 93 | [torch.empty](https://pytorch.org/docs/stable/generated/torch.empty.html) | paddle.empty | - |
+| 94 | [torch.zeros_like](https://pytorch.org/docs/stable/generated/torch.zeros_like.html) | paddle.zeros_like | - |
+| 95 | [torch.ones_like](https://pytorch.org/docs/stable/generated/torch.ones_like.html) | paddle.ones_like | - |
+| 96 | [torch.full_like](https://pytorch.org/docs/stable/generated/torch.full_like.html) | paddle.full_like | - |
+| 97 | [torch.empty_like](https://pytorch.org/docs/stable/generated/torch.empty_like.html) | paddle.empty_like | - |
+| 98 | [torch.Tensor.new_zeros](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.new_zeros) | paddle.Tensor.new_zeros | - |
+| 99 | [torch.Tensor.new_ones](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.new_ones) | paddle.Tensor.new_ones | - |
+| 100 | [torch.Tensor.new_full](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.new_full) | paddle.Tensor.new_full | - |
+| 101 | [torch.Tensor.new_empty](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.new_empty) | paddle.Tensor.new_empty | - |
+| 102 | [torch.eye](https://pytorch.org/docs/stable/generated/torch.eye.html) | paddle.eye | - |
+| 103 | [torch.cuda.cudart](https://pytorch.org/docs/stable/generated/torch.cuda.cudart.html) | paddle.cuda.cudart | - |
+| 104 | [torch.cuda.check_error](https://pytorch.org/docs/stable/generated/torch.cuda.check_error.html) | paddle.cuda.check_error | - |
+| 105 | [torch.cuda.mem_get_info](https://pytorch.org/docs/stable/generated/torch.cuda.mem_get_info.html) | paddle.cuda.mem_get_info | - |
+| 106 | [torch.cuda.is_initialized](https://pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html) | paddle.cuda.is_initialized | - |
+| 107 | [torch.permute](https://pytorch.org/docs/stable/generated/torch.permute.html) | paddle.permute | - |
+| 108 | [torch.Tensor.permute](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.permute) | paddle.Tensor.permute | - |
+| 109 | [torch.repeat_interleave](https://pytorch.org/docs/stable/generated/torch.repeat_interleave.html) | paddle.repeat_interleave | - |
+| 110 | [torch.Tensor.repeat_interleave](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.repeat_interleave) | paddle.Tensor.repeat_interleave | - |
+| 111 | [torch.Tensor.repeat](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.repeat) | paddle.Tensor.repeat | - |
+| 112 | [torch.maximum](https://pytorch.org/docs/stable/generated/torch.maximum.html) | paddle.maximum | - |
+| 113 | [torch.minimum](https://pytorch.org/docs/stable/generated/torch.minimum.html) | paddle.minimum | - |
+| 114 | [torch.topk](https://pytorch.org/docs/stable/generated/torch.topk.html) | paddle.topk | - |
+| 115 | [torch.sqrt](https://pytorch.org/docs/stable/generated/torch.sqrt.html) | paddle.sqrt | - |
+| 116 | [torch.amin](https://pytorch.org/docs/stable/generated/torch.amin.html) | paddle.amin | - |
+| 117 | [torch.amax](https://pytorch.org/docs/stable/generated/torch.amax.html) | paddle.amax | - |
+| 118 | [torch.Tensor.stride](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.stride) | paddle.Tensor.stride | - |
+| 119 | [torch.Tensor.get_device](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.get_device) | paddle.Tensor.get_device | - |
+| 120 | [torch.random.initial_seed](https://pytorch.org/docs/stable/generated/torch.random.initial_seed.html) | paddle.random.initial_seed | - |
+| 121 | [torch.as_tensor](https://pytorch.org/docs/stable/generated/torch.as_tensor.html) | paddle.as_tensor | - |
+| 122 | [torch.tensor](https://pytorch.org/docs/stable/generated/torch.tensor.html) | paddle.tensor | - |
+| 123 | [torch.Tensor.copy_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.copy_) | paddle.Tensor.copy_ | - |
+| 124 | [torch.Tensor.norm](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.norm) | paddle.Tensor.norm | - |
+| 125 | [torch.Tensor](https://pytorch.org/docs/stable/generated/torch.Tensor.html) | paddle.Tensor | - |
+| 126 | [torch.FloatTensor](https://pytorch.org/docs/stable/generated/torch.FloatTensor.html) | paddle.FloatTensor | - |
+| 127 | [torch.DoubleTensor](https://pytorch.org/docs/stable/generated/torch.DoubleTensor.html) | paddle.DoubleTensor | - |
+| 128 | [torch.HalfTensor](https://pytorch.org/docs/stable/generated/torch.HalfTensor.html) | paddle.HalfTensor | - |
+| 129 | [torch.BFloat16Tensor](https://pytorch.org/docs/stable/generated/torch.BFloat16Tensor.html) | paddle.BFloat16Tensor | - |
+| 130 | [torch.ByteTensor](https://pytorch.org/docs/stable/generated/torch.ByteTensor.html) | paddle.ByteTensor | - |
+| 131 | [torch.CharTensor](https://pytorch.org/docs/stable/generated/torch.CharTensor.html) | paddle.CharTensor | - |
+| 132 | [torch.ShortTensor](https://pytorch.org/docs/stable/generated/torch.ShortTensor.html) | paddle.ShortTensor | - |
+| 133 | [torch.IntTensor](https://pytorch.org/docs/stable/generated/torch.IntTensor.html) | paddle.IntTensor | - |
+| 134 | [torch.LongTensor](https://pytorch.org/docs/stable/generated/torch.LongTensor.html) | paddle.LongTensor | - |
+| 135 | [torch.BoolTensor](https://pytorch.org/docs/stable/generated/torch.BoolTensor.html) | paddle.BoolTensor | - |
| 136 | [torch.norm](https://pytorch.org/docs/stable/generated/torch.norm.html) | paddle.norm | - |
-| 137 | [torch.linalg.norm](https://pytorch.org/docs/stable/generated/torch.linalg.norm.html#torch.linalg.norm) | [paddle.linalg.norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/norm_cn.html#norm) | - |
-| 138 | [torch.Tensor.size](https://pytorch.org/docs/stable/generated/torch.Tensor.size.html#torch.Tensor.size) | [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fluid/layers/size_cn.html#cn-api-fluid-layers-size) | - |
-| 139 | [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) | - |
-| 140 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to) | paddle.nn.Module.to | - |
-| 141 | [torch.linalg.vector_norm](https://pytorch.org/docs/stable/generated/torch.linalg.vector_norm.html#torch.linalg.vector_norm) | [paddle.linalg.vector_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/vector_norm_cn.html) | - |
-| 142 | torch.functional.split | paddle.functional.split | - |
-| 143 | torch.functional.unique_consecutive | paddle.functional.unique_consecutive | - |
-| 144 | torch.functional.atleast_1d | paddle.functional.atleast_1d | - |
-| 145 | torch.functional.atleast_2d | paddle.functional.atleast_2d | - |
-| 146 | torch.functional.atleast_3d | paddle.functional.atleast_3d | - |
-| 147 | torch.functional.broadcast_shapes | paddle.functional.broadcast_shapes | - |
-| 148 | torch.functional.einsum | paddle.functional.einsum | - |
-| 149 | torch.functional.norm | paddle.functional.norm | - |
-| 150 | [torch.multinomial](https://pytorch.org/docs/stable/generated/torch.multinomial.html#torch.multinomial) | [paddle.multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multinomial_cn.html) | - |
-| 151 | [torch.var](https://pytorch.org/docs/stable/generated/torch.var.html) | [paddle.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/var_cn.html#var) | - |
-| 152 | [torch.rand_like](https://pytorch.org/docs/stable/generated/torch.rand_like.html#torch.rand_like) | paddle.rand_like | - |
-| 153 | [torch.mean](https://pytorch.org/docs/stable/generated/torch.mean.html) | [paddle.mean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mean_cn.html#mean) | - |
-| 154 | [torch.Tensor.mean](https://pytorch.org/docs/stable/generated/torch.Tensor.mean.html) | [paddle.Tensor.mean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mean-axis-none-keepdim-false-name-none) | - |
-| 155 | [torch.msort](https://pytorch.org/docs/stable/generated/torch.msort.html#torch.msort) | paddle.msort | - |
-| 156 | [torch.Tensor.msort](https://pytorch.org/docs/stable/generated/torch.Tensor.msort.html#torch.Tensor.msort) | paddle.Tensor.msort | - |
-| 157 | [torch.Tensor.ravel](https://pytorch.org/docs/stable/generated/torch.Tensor.ravel.html#torch.Tensor.ravel) | paddle.Tensor.ravel | - |
-| 158 | [torch.ravel](https://pytorch.org/docs/stable/generated/torch.ravel.html?highlight=ravel#torch.ravel) | paddle.ravel | - |
-| 159 | [torch.Tensor.scatter_add](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_add.html#torch.Tensor.scatter_add) | paddle.Tensor.scatter_add | - |
-| 160 | [torch.scatter_add](https://pytorch.org/docs/stable/generated/torch.scatter_add.html#torch.scatter_add) | paddle.scatter_add | - |
-| 161 | [torch.Tensor.scatter_add_](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_add_.html#torch.Tensor.scatter_add_) | paddle.Tensor.scatter_add_ | - |
-| 162 | torch.Tensor.tril | paddle.Tensor.tril | - |
-| 163 | [torch.tril](https://pytorch.org/docs/stable/generated/torch.tril.html?highlight=tril#torch.tril) | [paddle.tril](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_cn.html) | - |
-| 164 | torch.Tensor.triu | paddle.Tensor.triu | - |
-| 165 | [torch.triu](https://pytorch.org/docs/stable/generated/torch.triu.html?highlight=triu#torch.triu) | [paddle.triu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_cn.html) | - |
-| 166 | [torch.bmm](https://pytorch.org/docs/stable/generated/torch.bmm.html?highlight=bmm#torch.bmm) | [paddle.bmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bmm_cn.html) | - |
-| 167 | [torch.Tensor.bmm](https://pytorch.org/docs/stable/generated/torch.Tensor.bmm.html) | [paddle.Tensor.bmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#bmm-y-name-none) | - |
-| 168 | [torch.nn.GELU](https://pytorch.org/docs/stable/generated/torch.nn.GELU.html#torch.nn.GELU) | [paddle.nn.GELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GELU_cn.html) | - |
-| 169 | [torch.broadcast_shapes](https://pytorch.org/docs/stable/generated/torch.broadcast_shapes.html#torch.broadcast_shapes) | paddle.broadcast_shapes | - |
-| 170 | [torch.Tensor.scatter_reduce](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter_reduce.html#torch-tensor-scatter-reduce) | paddle.Tensor.scatter_reduce | - |
-| 171 | [torch.scatter_reduce](https://pytorch.org/docs/stable/generated/torch.scatter_reduce.html#torch-scatter-reduce) | paddle.scatter_reduce | - |
-| 172 | [torch.nn.functional.silu](https://pytorch.org/docs/stable/generated/torch.nn.functional.silu.html) | [paddle.nn.functional.silu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/silu_cn.html#silu) | - |
-| 173 | [torch.Tensor.softmax](https://pytorch.org/docs/stable/generated/torch.Tensor.softmax.html?highlight=softmax#torch.Tensor.softmax) | paddle.Tensor.softmax | - |
-| 174 | [torch.special.softmax](https://pytorch.org/docs/stable/special.html#torch.special.softmax) | paddle.special.softmax | - |
+| 137 | [torch.linalg.norm](https://pytorch.org/docs/stable/generated/torch.linalg.norm.html) | paddle.linalg.norm | - |
+| 138 | [torch.Tensor.size](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.size) | paddle.Tensor.size | - |
+| 139 | [torch.Tensor.to](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.to) | paddle.Tensor.to | - |
+| 140 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.to.html) | paddle.nn.Module.to | - |
+| 141 | [torch.linalg.vector_norm](https://pytorch.org/docs/stable/generated/torch.linalg.vector_norm.html) | paddle.linalg.vector_norm | - |
+| 142 | [torch.functional.split](https://pytorch.org/docs/stable/generated/torch.functional.split.html) | paddle.functional.split | - |
+| 143 | [torch.functional.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.functional.unique_consecutive.html) | paddle.functional.unique_consecutive | - |
+| 144 | [torch.functional.atleast_1d](https://pytorch.org/docs/stable/generated/torch.functional.atleast_1d.html) | paddle.functional.atleast_1d | - |
+| 145 | [torch.functional.atleast_2d](https://pytorch.org/docs/stable/generated/torch.functional.atleast_2d.html) | paddle.functional.atleast_2d | - |
+| 146 | [torch.functional.atleast_3d](https://pytorch.org/docs/stable/generated/torch.functional.atleast_3d.html) | paddle.functional.atleast_3d | - |
+| 147 | [torch.functional.broadcast_shapes](https://pytorch.org/docs/stable/generated/torch.functional.broadcast_shapes.html) | paddle.functional.broadcast_shapes | - |
+| 148 | [torch.functional.einsum](https://pytorch.org/docs/stable/generated/torch.functional.einsum.html) | paddle.functional.einsum | - |
+| 149 | [torch.functional.norm](https://pytorch.org/docs/stable/generated/torch.functional.norm.html) | paddle.functional.norm | - |
+| 150 | [torch.multinomial](https://pytorch.org/docs/stable/generated/torch.multinomial.html) | paddle.multinomial | - |
+| 151 | [torch.var](https://pytorch.org/docs/stable/generated/torch.var.html) | paddle.var | - |
+| 152 | [torch.rand_like](https://pytorch.org/docs/stable/generated/torch.rand_like.html) | paddle.rand_like | - |
+| 153 | [torch.mean](https://pytorch.org/docs/stable/generated/torch.mean.html) | paddle.mean | - |
+| 154 | [torch.Tensor.mean](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.mean) | paddle.Tensor.mean | - |
+| 155 | [torch.msort](https://pytorch.org/docs/stable/generated/torch.msort.html) | paddle.msort | - |
+| 156 | [torch.Tensor.msort](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.msort) | paddle.Tensor.msort | - |
+| 157 | [torch.Tensor.ravel](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ravel) | paddle.Tensor.ravel | - |
+| 158 | [torch.ravel](https://pytorch.org/docs/stable/generated/torch.ravel.html) | paddle.ravel | - |
+| 159 | [torch.Tensor.scatter_add](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter_add) | paddle.Tensor.scatter_add | - |
+| 160 | [torch.scatter_add](https://pytorch.org/docs/stable/generated/torch.scatter_add.html) | paddle.scatter_add | - |
+| 161 | [torch.Tensor.scatter_add_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter_add_) | paddle.Tensor.scatter_add_ | - |
+| 162 | [torch.Tensor.tril](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.tril) | paddle.Tensor.tril | - |
+| 163 | [torch.tril](https://pytorch.org/docs/stable/generated/torch.tril.html) | paddle.tril | - |
+| 164 | [torch.Tensor.triu](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.triu) | paddle.Tensor.triu | - |
+| 165 | [torch.triu](https://pytorch.org/docs/stable/generated/torch.triu.html) | paddle.triu | - |
+| 166 | [torch.bmm](https://pytorch.org/docs/stable/generated/torch.bmm.html) | paddle.bmm | - |
+| 167 | [torch.Tensor.bmm](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bmm) | paddle.Tensor.bmm | - |
+| 168 | [torch.nn.GELU](https://pytorch.org/docs/stable/generated/torch.nn.GELU.html) | paddle.nn.GELU | - |
+| 169 | [torch.broadcast_shapes](https://pytorch.org/docs/stable/generated/torch.broadcast_shapes.html) | paddle.broadcast_shapes | - |
+| 170 | [torch.Tensor.scatter_reduce](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter_reduce) | paddle.Tensor.scatter_reduce | - |
+| 171 | [torch.scatter_reduce](https://pytorch.org/docs/stable/generated/torch.scatter_reduce.html) | paddle.scatter_reduce | - |
+| 172 | [torch.nn.functional.silu](https://pytorch.org/docs/stable/generated/torch.nn.functional.silu.html) | paddle.nn.functional.silu | - |
+| 173 | [torch.Tensor.softmax](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.softmax) | paddle.Tensor.softmax | - |
+| 174 | [torch.special.softmax](https://pytorch.org/docs/stable/generated/torch.special.softmax.html) | paddle.special.softmax | - |
| 175 | [torch.softmax](https://pytorch.org/docs/stable/generated/torch.softmax.html) | paddle.softmax | - |
-| 176 | torch.Tensor.clamp | paddle.Tensor.clamp | - |
-| 177 | torch.Tensor.itemsize | paddle.Tensor.itemsize | - |
-| 178 | torch.get_default_dtype | paddle.get_default_dtype | - |
-| 179 | torch.einsum | paddle.einsum | - |
-| 180 | torch.nn.Identity | paddle.nn.Identity | - |
-| 181 | torch.Tensor.ndim | paddle.Tensor.ndim | - |
-| 182 | [torch.Tensor.T](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.T) | [paddle.Tensor.T](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor) | - |
-| 183 | torch.Tensor.abs | paddle.Tensor.abs | - |
-| 184 | torch.Tensor.cos | paddle.Tensor.cos | - |
-| 185 | torch.Tensor.detach | paddle.Tensor.detach | - |
-| 186 | torch.Tensor.dim | paddle.Tensor.dim | - |
-| 187 | torch.Tensor.fill_ | paddle.Tensor.fill_ | - |
-| 188 | torch.Tensor.isnan | paddle.Tensor.isnan | - |
-| 189 | [torch.Tensor.item](https://pytorch.org/docs/stable/generated/torch.Tensor.item.html#torch-tensor-item) | [paddle.Tensor.item](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#item-args) | - |
-| 190 | torch.Tensor.log | paddle.Tensor.log | - |
-| 191 | torch.Tensor.masked_scatter | paddle.Tensor.masked_scatter | - |
-| 192 | torch.Tensor.masked_fill_ | paddle.Tensor.masked_fill_ | - |
-| 193 | torch.Tensor.masked_fill | paddle.Tensor.masked_fill | - |
-| 194 | torch.Tensor.nonzero | [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false) | - |
-| 195 | torch.Tensor.normal_ | paddle.Tensor.normal_ | - |
-| 196 | torch.Tensor.sigmoid | paddle.Tensor.sigmoid | - |
-| 197 | torch.Tensor.sin | paddle.Tensor.sin | - |
-| 198 | torch.Tensor.square | paddle.Tensor.square | - |
-| 199 | torch.Tensor.tolist | paddle.Tensor.tolist | - |
-| 200 | torch.Tensor.zero_ | paddle.Tensor.zero_ | - |
-| 201 | torch.distributed.get_rank | paddle.distributed.get_rank | - |
-| 202 | torch.distributed.get_world_size | paddle.distributed.get_world_size | - |
-| 203 | torch.Tensor.shape | [paddle.Tensor.shape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#shape) | - |
-| 204 | torch.float32 | paddle.float32 | - |
-| 205 | torch.long | paddle.long | - |
-| 206 | torch.int32 | paddle.int32 | - |
-| 207 | torch.bfloat16 | paddle.bfloat16 | - |
-| 208 | torch.int64 | paddle.int64 | - |
-| 209 | torch.bool | paddle.bool | - |
-| 210 | [torch.uint8](https://github.com/pytorch/pytorch/tree/main/torch) | [paddle.uint8](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/framework/dtype.pyi#L22) | - |
-| 211 | torch.Tensor.abs_ | paddle.Tensor.abs_ | - |
-| 212 | torch.Tensor.acos | paddle.Tensor.acos | - |
-| 213 | torch.Tensor.acos_ | paddle.Tensor.acos_ | - |
-| 214 | torch.Tensor.acosh | paddle.Tensor.acosh | - |
-| 215 | torch.Tensor.acosh_ | paddle.Tensor.acosh_ | - |
-| 216 | torch.Tensor.angle | paddle.Tensor.angle | - |
-| 217 | torch.Tensor.apply_ | paddle.Tensor.apply_ | - |
-| 218 | torch.Tensor.asin | paddle.Tensor.asin | - |
-| 219 | torch.Tensor.asin_ | paddle.Tensor.asin_ | - |
-| 220 | torch.Tensor.asinh | paddle.Tensor.asinh | - |
-| 221 | torch.Tensor.asinh_ | paddle.Tensor.asinh_ | - |
-| 222 | torch.Tensor.atan | paddle.Tensor.atan | - |
-| 223 | torch.Tensor.atan_ | paddle.Tensor.atan_ | - |
-| 224 | torch.Tensor.atanh | paddle.Tensor.atanh | - |
-| 225 | torch.Tensor.atanh_ | paddle.Tensor.atanh_ | - |
-| 226 | torch.Tensor.bincount | paddle.Tensor.bincount | - |
-| 227 | torch.Tensor.bitwise_not | paddle.Tensor.bitwise_not | - |
-| 228 | torch.Tensor.bitwise_not_ | paddle.Tensor.bitwise_not_ | - |
-| 229 | torch.Tensor.ceil | paddle.Tensor.ceil | - |
-| 230 | torch.Tensor.ceil_ | paddle.Tensor.ceil_ | - |
-| 231 | torch.Tensor.cholesky | paddle.Tensor.cholesky | - |
-| 232 | torch.Tensor.cholesky_inverse | paddle.Tensor.cholesky_inverse | - |
-| 233 | torch.Tensor.clip | paddle.Tensor.clip | - |
-| 234 | torch.Tensor.clip_ | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | - |
-| 235 | torch.Tensor.coalesce | paddle.Tensor.coalesce | - |
-| 236 | torch.Tensor.conj | [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) | - |
-| 237 | torch.Tensor.cos_ | paddle.Tensor.cos_ | - |
-| 238 | torch.Tensor.cosh | paddle.Tensor.cosh | - |
-| 239 | torch.Tensor.cosh_ | paddle.Tensor.cosh_ | - |
-| 240 | torch.Tensor.cumprod | paddle.Tensor.cumprod | - |
-| 241 | torch.Tensor.cumprod_ | paddle.Tensor.cumprod_ | - |
-| 242 | torch.Tensor.data_ptr | paddle.Tensor.data_ptr | - |
-| 243 | torch.Tensor.deg2rad | paddle.Tensor.deg2rad | - |
-| 244 | torch.Tensor.dense_dim | paddle.Tensor.dense_dim | - |
-| 245 | torch.Tensor.detach_ | paddle.Tensor.detach_ | - |
-| 246 | torch.Tensor.diag_embed | paddle.Tensor.diag_embed | - |
-| 247 | torch.Tensor.diagflat | paddle.Tensor.diagflat | - |
-| 248 | torch.Tensor.digamma | paddle.Tensor.digamma | - |
-| 249 | torch.Tensor.digamma_ | paddle.Tensor.digamma_ | - |
-| 250 | [torch.Tensor.dtype](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch-tensor-type) | [paddle.Tensor.dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dtype) | - |
-| 251 | torch.Tensor.erf | paddle.Tensor.erf | - |
-| 252 | torch.Tensor.erfinv | paddle.Tensor.erfinv | - |
-| 253 | torch.Tensor.erfinv_ | paddle.Tensor.erfinv_ | - |
-| 254 | torch.Tensor.exp | paddle.Tensor.exp | - |
-| 255 | torch.Tensor.exp_ | paddle.Tensor.exp_ | - |
-| 256 | torch.Tensor.expm1 | paddle.Tensor.expm1 | - |
-| 257 | torch.Tensor.floor | paddle.Tensor.floor | - |
-| 258 | torch.Tensor.floor_ | paddle.Tensor.floor_ | - |
-| 259 | torch.Tensor.frac | paddle.Tensor.frac | - |
-| 260 | torch.Tensor.frac_ | paddle.Tensor.frac_ | - |
-| 261 | torch.Tensor.frexp | paddle.Tensor.frexp | - |
-| 262 | torch.Tensor.grad | paddle.Tensor.grad | - |
-| 263 | torch.Tensor.i0 | paddle.Tensor.i0 | - |
-| 264 | torch.Tensor.i0_ | paddle.Tensor.i0_ | - |
-| 265 | torch.Tensor.indices | paddle.Tensor.indices | - |
-| 266 | torch.Tensor.inverse | paddle.Tensor.inverse | - |
-| 267 | torch.Tensor.is_complex | paddle.Tensor.is_complex | - |
-| 268 | torch.Tensor.is_floating_point | paddle.Tensor.is_floating_point | - |
-| 269 | torch.Tensor.is_leaf | paddle.Tensor.is_leaf | - |
-| 270 | torch.Tensor.isfinite | paddle.Tensor.isfinite | - |
-| 271 | torch.Tensor.isinf | paddle.Tensor.isinf | - |
-| 272 | torch.Tensor.isneginf | paddle.Tensor.isneginf | - |
-| 273 | torch.Tensor.isposinf | paddle.Tensor.isposinf | - |
-| 274 | torch.Tensor.isreal | paddle.Tensor.isreal | - |
-| 275 | torch.Tensor.istft | paddle.Tensor.istft | - |
-| 276 | torch.Tensor.lgamma | paddle.Tensor.lgamma | - |
-| 277 | torch.Tensor.lgamma_ | paddle.Tensor.lgamma_ | - |
-| 278 | torch.Tensor.log10 | paddle.Tensor.log10 | - |
-| 279 | torch.Tensor.log10_ | paddle.Tensor.log10_ | - |
-| 280 | torch.Tensor.log1p | paddle.Tensor.log1p | - |
-| 281 | torch.Tensor.log1p_ | paddle.Tensor.log1p_ | - |
-| 282 | torch.Tensor.log2 | paddle.Tensor.log2 | - |
-| 283 | torch.Tensor.log2_ | paddle.Tensor.log2_ | - |
-| 284 | torch.Tensor.log_ | paddle.Tensor.log_ | - |
-| 285 | torch.Tensor.logit | paddle.Tensor.logit | - |
-| 286 | torch.Tensor.logit_ | paddle.Tensor.logit_ | - |
-| 287 | torch.Tensor.lu | paddle.Tensor.lu | - |
-| 288 | torch.Tensor.mT | paddle.Tensor.mT | - |
-| 289 | torch.Tensor.masked_scatter_ | paddle.Tensor.masked_scatter_ | - |
-| 290 | torch.Tensor.masked_select | paddle.Tensor.masked_select | - |
-| 291 | torch.Tensor.matrix_power | paddle.Tensor.matrix_power | - |
-| 292 | torch.Tensor.mm | paddle.Tensor.mm | - |
-| 293 | torch.Tensor.moveaxis | [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html) | - |
-| 294 | torch.Tensor.mv | paddle.Tensor.mv | - |
-| 295 | torch.Tensor.nan_to_num | paddle.Tensor.nan_to_num | - |
-| 296 | torch.Tensor.nan_to_num_ | paddle.Tensor.nan_to_num_ | - |
-| 297 | torch.Tensor.ndimension | paddle.Tensor.ndimension | - |
-| 298 | torch.Tensor.neg | [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg) | - |
-| 299 | torch.Tensor.neg_ | paddle.Tensor.neg_ | - |
-| 300 | torch.Tensor.pin_memory | paddle.Tensor.pin_memory | - |
-| 301 | torch.Tensor.polygamma | paddle.Tensor.polygamma | - |
-| 302 | torch.Tensor.polygamma_ | paddle.Tensor.polygamma_ | - |
-| 303 | torch.Tensor.rad2deg | paddle.Tensor.rad2deg | - |
-| 304 | torch.Tensor.reciprocal | paddle.Tensor.reciprocal | - |
-| 305 | torch.Tensor.reciprocal_ | paddle.Tensor.reciprocal_ | - |
-| 306 | torch.Tensor.register_hook | paddle.Tensor.register_hook | - |
-| 307 | torch.Tensor.rsqrt | paddle.Tensor.rsqrt | - |
-| 308 | torch.Tensor.rsqrt_ | paddle.Tensor.rsqrt_ | - |
-| 309 | torch.Tensor.sgn | paddle.Tensor.sgn | - |
-| 310 | torch.Tensor.sigmoid_ | paddle.Tensor.sigmoid_ | - |
-| 311 | torch.Tensor.sign | paddle.Tensor.sign | - |
-| 312 | torch.Tensor.signbit | paddle.Tensor.signbit | - |
-| 313 | torch.Tensor.sin_ | paddle.Tensor.sin_ | - |
-| 314 | torch.Tensor.sinc | paddle.Tensor.sinc | - |
-| 315 | torch.Tensor.sinc_ | paddle.Tensor.sinc_ | - |
-| 316 | torch.Tensor.sinh | paddle.Tensor.sinh | - |
-| 317 | torch.Tensor.sinh_ | paddle.Tensor.sinh_ | - |
-| 318 | torch.Tensor.sparse_dim | paddle.Tensor.sparse_dim | - |
-| 319 | torch.Tensor.sqrt | paddle.Tensor.sqrt | - |
-| 320 | torch.Tensor.sqrt_ | paddle.Tensor.sqrt_ | - |
-| 321 | torch.Tensor.t | paddle.Tensor.t | - |
-| 322 | torch.Tensor.t_ | paddle.Tensor.t_ | - |
-| 323 | torch.Tensor.tan | paddle.Tensor.tan | - |
-| 324 | torch.Tensor.tan_ | paddle.Tensor.tan_ | - |
-| 325 | torch.Tensor.tanh | paddle.Tensor.tanh | - |
-| 326 | torch.Tensor.tanh_ | paddle.Tensor.tanh_ | - |
-| 327 | torch.Tensor.to_dense | paddle.Tensor.to_dense | - |
-| 328 | torch.Tensor.tril_ | paddle.Tensor.tril_ | - |
-| 329 | torch.Tensor.triu_ | paddle.Tensor.triu_ | - |
-| 330 | torch.Tensor.trunc | [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none) | - |
-| 331 | torch.Tensor.trunc_ | paddle.Tensor.trunc_ | - |
-| 332 | torch.Tensor.values | paddle.Tensor.values | - |
-| 333 | torch.\_\_version\_\_ | paddle.\_\_version\_\_ | - |
-| 334 | torch.\_\_version\_\_.split | paddle.\_\_version\_\_.split | - |
-| 335 | torch.diag_embed | paddle.diag_embed | - |
-| 336 | torch.distributed.ReduceOp.MAX | paddle.distributed.ReduceOp.MAX | - |
-| 337 | torch.distributed.ReduceOp.MIN | paddle.distributed.ReduceOp.MIN | - |
-| 338 | torch.distributed.ReduceOp.SUM | paddle.distributed.ReduceOp.SUM | - |
-| 339 | torch.distributed.batch_isend_irecv | paddle.distributed.batch_isend_irecv | - |
-| 340 | torch.distributed.get_backend | paddle.distributed.get_backend | - |
-| 341 | torch.distributed.is_available | paddle.distributed.is_available | - |
-| 342 | torch.distributed.is_initialized | paddle.distributed.is_initialized | - |
-| 343 | torch.e | paddle.e | - |
-| 344 | torch.enable_grad | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | - |
-| 345 | torch.inf | paddle.inf | - |
-| 346 | torch.is_grad_enabled | paddle.is_grad_enabled | - |
-| 347 | torch.nan | paddle.nan | - |
-| 348 | torch.newaxis | paddle.newaxis | - |
-| 349 | torch.nn.LogSigmoid | paddle.nn.LogSigmoid | - |
-| 350 | torch.nn.Sigmoid | paddle.nn.Sigmoid | - |
-| 351 | torch.nn.Softplus | paddle.nn.Softplus | - |
-| 352 | torch.nn.Softsign | paddle.nn.Softsign | - |
-| 353 | torch.nn.Tanh | paddle.nn.Tanh | - |
-| 354 | torch.nn.Tanhshrink | paddle.nn.Tanhshrink | - |
-| 355 | torch.nn.TransformerDecoder | paddle.nn.TransformerDecoder | - |
-| 356 | torch.nn.TripletMarginWithDistanceLoss | paddle.nn.TripletMarginWithDistanceLoss | - |
-| 357 | torch.nn.utils.parameters_to_vector | paddle.nn.utils.parameters_to_vector | - |
-| 358 | torch.nn.utils.vector_to_parameters | paddle.nn.utils.vector_to_parameters | - |
-| 359 | torch.pi | paddle.pi | - |
-| 360 | torch.set_default_dtype | [paddle.set_default_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html#set-default-dtype) | - |
-| 361 | torch.t | paddle.t | - |
-| 362 | torch.utils.cpp_extension.BuildExtension | paddle.utils.cpp_extension.BuildExtension | - |
-| 363 | torch.utils.cpp_extension.BuildExtension.with_options | paddle.utils.cpp_extension.BuildExtension.with_options | - |
-| 364 | torch.Tensor.element_size | paddle.Tensor.element_size | - |
-| 365 | torch.Tensor.view_as | paddle.Tensor.view_as | - |
-| 366 | torch.dtype | paddle.dtype | - |
-| 367 | torch.Tensor.\_\_and\_\_ | paddle.Tensor.\_\_and\_\_ | - |
-| 368 | torch.Tensor.\_\_array\_\_ | paddle.Tensor.\_\_array\_\_ | - |
-| 369 | torch.Tensor.\_\_bool\_\_ | paddle.Tensor.\_\_bool\_\_ | - |
-| 370 | torch.Tensor.\_\_eq\_\_ | paddle.Tensor.\_\_eq\_\_ | - |
-| 371 | torch.Tensor.\_\_format\_\_ | paddle.Tensor.\_\_format\_\_ | - |
-| 372 | torch.Tensor.\_\_getitem\_\_ | paddle.Tensor.\_\_getitem\_\_ | - |
-| 373 | torch.Tensor.\_\_index\_\_ | paddle.Tensor.\_\_index\_\_ | - |
-| 374 | torch.Tensor.\_\_invert\_\_ | paddle.Tensor.\_\_invert\_\_ | - |
-| 375 | torch.Tensor.\_\_len\_\_ | paddle.Tensor.\_\_len\_\_ | - |
-| 376 | torch.Tensor.\_\_or\_\_ | paddle.Tensor.\_\_or\_\_ | - |
-| 377 | torch.Tensor.\_\_rpow\_\_ | paddle.Tensor.\_\_rpow\_\_ | - |
-| 378 | torch.Tensor.\_\_rsub\_\_ | paddle.Tensor.\_\_rsub\_\_ | - |
-| 379 | torch.Tensor.\_\_rtruediv\_\_ | paddle.Tensor.\_\_rtruediv\_\_ | - |
-| 380 | torch.Tensor.\_\_setitem\_\_ | paddle.Tensor.\_\_setitem\_\_ | - |
-| 381 | [torch.matmul](https://pytorch.org/docs/stable/generated/torch.matmul.html?highlight=matmul#torch.matmul) | [paddle.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/matmul_cn.html) | - |
-| 382 | torch.linalg.matmul | paddle.linalg.matmul | - |
-| 383 | torch.mul_ | paddle.mul_ | - |
-| 384 | torch.multiply_ | paddle.multiply_ | - |
-| 385 | torch.Tensor.multiply | [paddle.Tensor.multiply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#multiply-y-axis-1-name-none) | - |
-| 386 | torch.Tensor.multiply_ | paddle.Tensor.multiply_ | - |
-| 387 | [torch.Tensor.matmul](https://pytorch.org/docs/stable/generated/torch.Tensor.matmul.html) | [paddle.Tensor.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#matmul-y-transpose-x-false-transpose-y-false-name-none) | - |
-| 388 | [torch.Tensor.amax](https://pytorch.org/docs/stable/generated/torch.Tensor.amax.html) | [paddle.Tensor.amax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#amax-axis-none-keepdim-false-name-none) | - |
-| 389 | [torch.Tensor.amin](https://pytorch.org/docs/stable/generated/torch.Tensor.amin.html) | [paddle.Tensor.amin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#amin-axis-none-keepdim-false-name-none) | - |
-| 390 | [torch.log2](https://pytorch.org/docs/stable/generated/torch.log2.html?highlight=log2#torch.log2) | [paddle.log2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log2_cn.html#log2) | - |
-| 391 | [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) | - |
-| 392 | [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) | - |
-| 393 | [torch.broadcast_to](https://pytorch.org/docs/stable/generated/torch.broadcast_to.html?highlight=broadcast_to#torch.broadcast_to) | [paddle.broadcast_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_to_cn.html#broadcast-to) | - |
-| 394 | [torch.nn.functional.embedding](https://pytorch.org/docs/stable/generated/torch.nn.functional.embedding.html) | [paddle.nn.functional.embedding](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/embedding_cn.html#embedding) | - |
-| 395 | [torch.no_grad](https://pytorch.org/docs/stable/generated/torch.no_grad.html) | [paddle.no_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/no_grad_cn.html) | - |
-| 396 | [torch.reshape](https://pytorch.org/docs/stable/generated/torch.reshape.html?highlight=reshape#torch.reshape) | [paddle.reshape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reshape_cn.html#reshape) | - |
-| 397 | [torch.Tensor.bitwise_or_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or_.html) | paddle.Tensor.bitwise_or_ | - |
-| 398 | [torch.Tensor.view](https://pytorch.org/docs/stable/generated/torch.Tensor.view.html?highlight=view#torch.Tensor.view) | [paddle.Tensor.view](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#view-x-shape-or-dtype-name-none) | - |
-| 399 | [torch.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.unique_consecutive.html?highlight=unique_consecutive#torch.unique_consecutive) | [paddle.unique_consecutive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_consecutive_cn.html#unique-consecutive) | - |
-| 400 | [torch.Tensor.cumsum](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum.html?highlight=cumsum#torch.Tensor.cumsum) | [paddle.Tensor.cumsum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cumsum-axis-none-dtype-none-name-none) | - |
-| 401 | [torch.Tensor.expand](https://pytorch.org/docs/stable/generated/torch.Tensor.expand.html?highlight=expand#torch.Tensor.expand) | [paddle.Tensor.expand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#expand-shape-name-none) | - |
-| 402 | [torch.isfinite](https://pytorch.org/docs/stable/generated/torch.isfinite.html?highlight=isfinite#torch.isfinite) | [paddle.isfinite](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isfinite_cn.html#isfinite) | - |
-| 403 | [torch.isinf](https://pytorch.org/docs/stable/generated/torch.isinf.html?highlight=isinf#torch.isinf) | [paddle.isinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isinf_cn.html#isinf) | - |
-| 404 | [torch.isnan](https://pytorch.org/docs/stable/generated/torch.isnan.html?highlight=isnan#torch.isnan) | [paddle.isnan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isnan_cn.html#isnan) | - |
-| 405 | [torch.flatten](https://pytorch.org/docs/stable/generated/torch.flatten.html?highlight=flatten#torch.flatten) | [paddle.flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flatten_cn.html#flatten) | - |
-| 406 | [torch.Tensor.flatten](https://pytorch.org/docs/stable/generated/torch.Tensor.flatten.html?highlight=flatten#torch.Tensor.flatten) | [paddle.Tensor.flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flatten-start-axis-0-stop-axis-1-name-none) | - |
-| 407 | [torch.roll](https://pytorch.org/docs/stable/generated/torch.roll.html?highlight=roll#torch.roll) | [paddle.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll) | - |
-| 408 | [torch.Tensor.sum](https://pytorch.org/docs/stable/generated/torch.Tensor.sum.html) | [paddle.Tensor.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#sum-axis-none-dtype-none-keepdim-false-name-none) | - |
-| 409 | [torch.sum](https://pytorch.org/docs/stable/generated/torch.sum.html?highlight=sum#torch.sum) | [paddle.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sum_cn.html#sum) | - |
-| 410 | [torch.prod](https://pytorch.org/docs/stable/generated/torch.prod.html?highlight=prod#torch.prod) | [paddle.prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/prod_cn.html#prod) | - |
-| 411 | [torch.ceil](https://pytorch.org/docs/stable/generated/torch.ceil.html#torch.ceil) | [paddle.ceil](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ceil_cn.html) | - |
-| 412 | [torch.floor_divide](https://pytorch.org/docs/stable/generated/torch.floor_divide.html?highlight=torch+floor_divide#torch.floor_divide) | [paddle.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/floor_divide_cn.html#floor-divide) | - |
-| 413 | [torch.masked_select](https://pytorch.org/docs/stable/generated/torch.masked_select.html?highlight=masked_select#torch.masked_select) | [paddle.masked_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/masked_select_cn.html#masked-select) | - |
-| 414 | [torch.finfo](https://pytorch.org/docs/stable/type_info.html#torch-finfo) | [paddle.finfo](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/finfo_cn.html) | - |
-| 415 | [torch.is_complex](https://pytorch.org/docs/stable/generated/torch.is_complex.html?highlight=is_complex#torch.is_complex) | [paddle.is_complex](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_complex_cn.html#is-complex) | - |
-| 416 | torch.concat | [paddle.concat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/concat_cn.html#concat) | - |
-| 417 | [torch.nonzero](https://pytorch.org/docs/stable/generated/torch.nonzero.html#torch.nonzero) | [paddle.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nonzero_cn.html#nonzero) | - |
-| 418 | [torch.Tensor.pow](https://pytorch.org/docs/stable/generated/torch.Tensor.pow.html?highlight=pow#torch.Tensor.pow) | paddle.Tensor.pow | - |
-| 419 | [torch.Tensor.prod](https://pytorch.org/docs/stable/generated/torch.prod.html#torch.prod) | [paddle.Tensor.prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/prod_cn.html) | - |
-| 420 | [torch.Tensor.reshape](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape.html) | [paddle.Tensor.reshape](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#reshape-shape-name-none) | - |
-| 421 | [torch.argsort](https://pytorch.org/docs/stable/generated/torch.argsort.html#torch.argsort) | [paddle.argsort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/argsort_cn.html#argsort) | - |
-| 422 | [torch.Tensor.argsort](https://pytorch.org/docs/stable/generated/torch.Tensor.argsort.html) | [paddle.Tensor.argsort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#argsort-axis-1-descending-false-name-none) | - |
-| 423 | [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#squeeze-axis-none-name-none) | - |
-| 424 | [torch.chunk](https://pytorch.org/docs/stable/generated/torch.chunk.html?highlight=chunk#torch.chunk) | [paddle.chunk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/chunk_cn.html#chunk) | - |
-| 425 | [torch.Tensor.chunk](https://pytorch.org/docs/stable/generated/torch.Tensor.chunk.html?highlight=chunk#torch.Tensor.chunk) | [paddle.Tensor.chunk](paddlepaddle.org.cn/documentation/docs/zh/api/paddle/Tensor_cn.html#chunk-chunks-axis-0-name-none) | - |
-| 426 | [torch.any](https://pytorch.org/docs/stable/generated/torch.any.html?highlight=any#torch.any) | [paddle.any](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/any_cn.html#any) | - |
-| 427 | [torch.nn.functional.one_hot](https://pytorch.org/docs/stable/generated/torch.nn.functional.one_hot.html?highlight=one_hot#torch.nn.functional.one_hot) | [paddle.nn.functional.one_hot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/one_hot_cn.html) | - |
-| 428 | [torch.unbind](https://pytorch.org/docs/stable/generated/torch.unbind.html?highlight=unbind#torch.unbind) | [paddle.unbind](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unbind_cn.html#unbind) | - |
-| 429 | [torch.Tensor.unbind](https://pytorch.org/docs/stable/generated/torch.Tensor.unbind.html#torch.Tensor.unbind) | [paddle.Tensor.unbind](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unbind-axis-0) | - |
-| 430 | [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) | - |
-| 431 | [torch.is_tensor](https://pytorch.org/docs/stable/generated/torch.is_tensor.html?highlight=is_tensor#torch.is_tensor) | [paddle.is_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/is_tensor_cn.html#is-tensor) | - |
-| 432 | [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) | - |
-| 433 | [torch.Tensor.expand_as](https://pytorch.org/docs/stable/generated/torch.Tensor.expand_as.html?highlight=expand_as) | [paddle.Tensor.expand_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#expand-as-y-name-none) | - |
-| 434 | torch.logsumexp | [paddle.logsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logsumexp_cn.html) | - |
-| 435 | [torch.Tensor.logsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logsumexp.html) | [paddle.Tensor.logsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logsumexp-axis-none-keepdim-false-name-none) | - |
-| 436 | [torch.argmax](https://pytorch.org/docs/stable/generated/torch.argmax.html?highlight=argmax#torch.argmax) | [paddle.argmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/argmax_cn.html#argmax) | - |
-| 437 | [torch.Tensor.argmax](https://pytorch.org/docs/stable/generated/torch.Tensor.argmax.html) | [paddle.Tensor.argmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#argmax-axis-none-keepdim-false-dtype-int64-name-none) | - |
-| 438 | [torch.argmin](https://pytorch.org/docs/stable/generated/torch.argmin.html?highlight=argmin#torch.argmin) | [paddle.argmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/argmin_cn.html#argmin) | - |
-| 439 | [torch.Tensor.argmin](https://pytorch.org/docs/stable/generated/torch.Tensor.argmin.html) | [paddle.Tensor.argmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#argmin-axis-none-keepdim-false-dtype-int64-name-none) | - |
-| 440 | [torch.all](https://pytorch.org/docs/stable/generated/torch.all.html?highlight=all#torch.all) | [paddle.all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/all_cn.html#all) | - |
-| 441 | [torch.Tensor.all](https://pytorch.org/docs/stable/generated/torch.Tensor.all.html?highlight=torch+tensor+all#torch.Tensor.all) | [paddle.Tensor.all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#all-axis-none-keepdim-false-name-none) | - |
-| 442 | [torch.Tensor.any](https://pytorch.org/docs/stable/generated/torch.Tensor.any.html?highlight=torch+tensor+any#torch.Tensor.any) | [paddle.Tensor.any](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#any-axis-none-keepdim-false-name-none) | - |
-| 443 | [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_split_cn.html) | - |
-| 444 | [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) | - |
-| 445 | torch.layer_norm | paddle.layer_norm | - |
-| 446 | [torch.logical_not](https://pytorch.org/docs/stable/generated/torch.logical_not.html?highlight=logical_not#torch.logical_not) | [paddle.logical_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_not_cn.html#logical-not) | - |
-| 447 | [torch.Tensor.logical_not](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_not.html) | [paddle.Tensor.logical_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logical-not-out-none-name-none) | - |
-| 448 | [torch.logical_and](https://pytorch.org/docs/stable/generated/torch.logical_and.html?highlight=logical_and#torch.logical_and) | [paddle.logical_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_and_cn.html#logical-and) | - |
-| 449 | [torch.Tensor.logical_and](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and.html) | [paddle.Tensor.logical_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logical-and-y-out-none-name-none) | - |
-| 450 | [torch.logical_or](https://pytorch.org/docs/stable/generated/torch.logical_or.html?highlight=logical_or#torch.logical_or) | [paddle.logical_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_or_cn.html#logical-or) | - |
-| 451 | [torch.Tensor.logical_or](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or.html) | [paddle.Tensor.logical_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#logical-or-y-out-none-name-none) | - |
-| 452 | [torch.logical_xor](https://pytorch.org/docs/stable/generated/torch.logical_xor.html?highlight=torch+logical_xor#torch.logical_xor) | [paddle.logical_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logical_xor_cn.html) | - |
-| 453 | [torch.Tensor.logical_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor.html) | paddle.Tensor.logical_xor | - |
-| 454 | [torch.index_select](https://www.paddlepaddle.org.cn/documentation/docs/stable/develop/api/paddle/index_select_cn.html#index-select) | [paddle.index_select](https://www.paddlepaddle.org.cn/documentation/docs/stable/develop/api/paddle/index_select_cn.html#index-select) | - |
-| 455 | [torch.Tensor.index_select](https://pytorch.org/docs/stable/generated/torch.Tensor.index_select.html) | [paddle.Tensor.index_select](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#index-select-index-axis-0-name-none) | - |
-| 456 | [torch.dot](https://pytorch.org/docs/stable/generated/torch.dot.html?highlight=dot#torch.dot) | [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot) | - |
-| 457 | [torch.Tensor.dot](https://pytorch.org/docs/stable/generated/torch.Tensor.dot.html?highlight=dot#torch.Tensor.dot) | [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none) | - |
-| 458 | [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) | - |
-| 459 | [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) | - |
-| 460 | [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) | - |
-| 461 | torch.conv1d | paddle.conv1d | - |
-| 462 | torch.conv2d | paddle.conv2d | - |
-| 463 | torch.conv3d | paddle.conv3d | - |
-| 464 | torch.complex128 | paddle.complex128 | - |
-| 465 | torch.complex64 | paddle.complex64 | - |
-| 466 | torch.float64 | paddle.float64 | - |
-| 467 | torch.float16 | paddle.float16 | - |
-| 468 | torch.int16 | paddle.int16 | - |
-| 469 | torch.int8 | paddle.int8 | - |
-| 470 | [torch.Tensor.narrow](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow.html#torch.Tensor.narrow) | paddle.Tensor.narrow | - |
-| 471 | [torch.narrow](https://pytorch.org/docs/stable/generated/torch.narrow.html?highlight=narrow#torch.narrow) | paddle.narrow | - |
-| 472 | [torch.Tensor.type_as](https://pytorch.org/docs/stable/generated/torch.Tensor.type_as.html) | paddle.Tensor.type_as | - |
-| 473 | [torch.nn.Sequential](https://pytorch.org/docs/stable/generated/torch.nn.Sequential.html#torch.nn.Sequential) | [paddle.nn.Sequential](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Sequential_cn.html) | - |
-| 474 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.CUDA_HOME | - |
-| 475 | torch.Tensor.is_coalesced | paddle.Tensor.is_coalesced | - |
-| 476 | torch.torch.int32 | paddle.paddle.int32 | - |
-| 477 | [torch.transpose](https://pytorch.org/docs/stable/generated/torch.transpose.html?highlight=transpose#torch.transpose) | [paddle.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/transpose_cn.html#transpose) | - |
-| 478 | [torch.Tensor.transpose](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose.html) | [paddle.Tensor.transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#transpose-perm-name-none) | - |
-| 479 | [torch.unsqueeze](https://pytorch.org/docs/stable/generated/torch.unsqueeze.html?highlight=unsqueeze#torch.unsqueeze) | [paddle.unsqueeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unsqueeze_cn.html#unsqueeze) | - |
-| 480 | [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#unsqueeze-axis-name-none) | - |
-| 481 | torch.sigmoid | paddle.sigmoid | - |
-| 482 | [torch.Tensor.topk](https://pytorch.org/docs/stable/generated/torch.Tensor.topk.html#torch.Tensor.topk) | [paddle.Tensor.topk](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#topk-k-axis-none-largest-true-sorted-true-name-none) | - |
-| 483 | [torch.outer](https://pytorch.org/docs/stable/generated/torch.outer.html#torch.outer) | [paddle.outer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/outer_cn.html) | - |
-| 484 | [torch.nn.functional.sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.html?highlight=sigmoid#torch.nn.functional.sigmoid) | [paddle.nn.functional.sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/sigmoid_cn.html) | - |
-| 485 | [torch.Tensor.requires_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad.html#torch-tensor-requires-grad) | paddle.Tensor.requires_grad | - |
-| 486 | torch.Tensor.data | paddle.Tensor.data | - |
-| 487 | [torch.Tensor.cpu](https://pytorch.org/docs/stable/generated/torch.Tensor.cpu.html?highlight=torch+tensor+cpu#torch.Tensor.cpu) | [paddle.Tensor.cpu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cpu) | - |
-| 488 | torch.Tensor.\_\_add\_\_ | paddle.Tensor.\_\_add\_\_ | - |
-| 489 | torch.Tensor.\_\_ge\_\_ | paddle.Tensor.\_\_ge\_\_ | - |
-| 490 | torch.Tensor.\_\_gt\_\_ | paddle.Tensor.\_\_gt\_\_ | - |
-| 491 | torch.Tensor.\_\_le\_\_ | paddle.Tensor.\_\_le\_\_ | - |
-| 492 | torch.Tensor.\_\_lt\_\_ | paddle.Tensor.\_\_lt\_\_ | - |
-| 493 | torch.Tensor.\_\_mul\_\_ | paddle.Tensor.\_\_mul\_\_ | - |
-| 494 | torch.Tensor.\_\_ne\_\_ | paddle.Tensor.\_\_ne\_\_ | - |
-| 495 | torch.Tensor.\_\_neg\_\_ | paddle.Tensor.\_\_neg\_\_ | - |
-| 496 | torch.Tensor.\_\_radd\_\_ | paddle.Tensor.\_\_radd\_\_ | - |
-| 497 | torch.Tensor.\_\_rmul\_\_ | paddle.Tensor.\_\_rmul\_\_ | - |
-| 498 | torch.Tensor.\_\_sub\_\_ | paddle.Tensor.\_\_sub\_\_ | - |
-| 499 | torch.Tensor.\_\_reduce\_ex\_\_ | paddle.Tensor.\_\_reduce\_ex\_\_ | - |
-| 500 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html?highlight=from_numpy#torch.from_numpy) | paddle.from_numpy | - |
-| 501 | torch.greater | paddle.greater | - |
-| 502 | [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) | - |
-| 503 | torch.nn.attention.sdpa_kernel | paddle.nn.attention.sdpa_kernel | - |
-| 504 | torch.nn.attention.SDPBackend | paddle.nn.attention.SDPBackend | - |
-| 505 | torch.nn.attention._cur_sdpa_kernel_backends | paddle.nn.attention._cur_sdpa_kernel_backends | - |
-| 506 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | paddle.nn.SiLU | - |
-| 507 | [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) | - |
-| 508 | [torch.Tensor.ge](https://pytorch.org/docs/stable/generated/torch.Tensor.ge.html?highlight=torch+tensor+ge#torch.Tensor.ge) | paddle.Tensor.ge | - |
-| 509 | [torch.Tensor.gt](https://pytorch.org/docs/stable/generated/torch.Tensor.gt.html?highlight=torch+tensor+gt#torch.Tensor.gt) | paddle.Tensor.gt | - |
-| 510 | [torch.Tensor.le](https://pytorch.org/docs/stable/generated/torch.Tensor.le.html) | paddle.Tensor.le | - |
-| 511 | [torch.Tensor.lt](https://pytorch.org/docs/stable/generated/torch.Tensor.lt.html) | paddle.Tensor.lt | - |
-| 512 | [torch.Tensor.ne](https://pytorch.org/docs/stable/generated/torch.Tensor.ne.html?highlight=ne) | paddle.Tensor.ne | - |
-| 513 | torch.manual_seed | paddle.manual_seed | - |
-| 514 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html#torch.asarray) | paddle.asarray | - |
-| 515 | [torch.gather](https://pytorch.org/docs/stable/generated/torch.gather.html?highlight=gather#torch.gather) | [paddle.gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gather_cn.html#gather) | - |
-| 516 | [torch.Tensor.gather](https://pytorch.org/docs/stable/generated/torch.Tensor.gather.html?highlight=gather#torch.Tensor.gather) | paddle.Tensor.gather | - |
-| 517 | torch.Tensor.scatter | paddle.Tensor.scatter | - |
-| 518 | torch.Tensor.scatter_ | paddle.Tensor.scatter_ | - |
-| 519 | torch.scatter | paddle.scatter | - |
-| 520 | [torch.cuda.get_device_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties) | paddle.cuda.get_device_properties | - |
-| 521 | [torch.cuda.get_rng_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch-cuda-get-rng-state) | paddle.cuda.get_rng_state | - |
-| 522 | torch.cuda.is_current_stream_capturing | paddle.cuda.is_current_stream_capturing | - |
-| 523 | [torch.cuda.manual_seed_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | paddle.cuda.manual_seed_all | - |
-| 524 | torch.cuda.set_rng_state | paddle.cuda.set_rng_state | - |
-| 525 | torch.get_device_module | paddle.get_device_module | - |
-| 526 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch-cuda-is-available) | paddle.cuda.is_available | - |
-| 527 | [torch.device](https://pytorch.org/docs/stable/tensor_attributes.html#torch-device) | paddle.device | - |
-| 528 | [torch.cuda.get_device_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | paddle.cuda.get_device_capability | - |
-| 529 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | paddle.cuda.current_device | - |
-| 530 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | paddle.cuda.device_count | - |
-| 531 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | paddle.cuda.empty_cache | - |
-| 532 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | paddle.cuda.memory_allocated | - |
-| 533 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | paddle.cuda.memory_reserved | - |
-| 534 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device) | paddle.cuda.set_device | - |
-| 535 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream) | paddle.cuda.current_stream | - |
+| 176 | [torch.Tensor.clamp](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.clamp) | paddle.Tensor.clamp | - |
+| 177 | [torch.Tensor.itemsize](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.itemsize) | paddle.Tensor.itemsize | - |
+| 178 | [torch.get_default_dtype](https://pytorch.org/docs/stable/generated/torch.get_default_dtype.html) | paddle.get_default_dtype | - |
+| 179 | [torch.einsum](https://pytorch.org/docs/stable/generated/torch.einsum.html) | paddle.einsum | - |
+| 180 | [torch.nn.Identity](https://pytorch.org/docs/stable/generated/torch.nn.Identity.html) | paddle.nn.Identity | - |
+| 181 | [torch.Tensor.ndim](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ndim) | paddle.Tensor.ndim | - |
+| 182 | [torch.Tensor.T](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.T) | paddle.Tensor.T | - |
+| 183 | [torch.Tensor.abs](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.abs) | paddle.Tensor.abs | - |
+| 184 | [torch.Tensor.cos](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cos) | paddle.Tensor.cos | - |
+| 185 | [torch.Tensor.detach](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.detach) | paddle.Tensor.detach | - |
+| 186 | [torch.Tensor.dim](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.dim) | paddle.Tensor.dim | - |
+| 187 | [torch.Tensor.fill_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.fill_) | paddle.Tensor.fill_ | - |
+| 188 | [torch.Tensor.isnan](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.isnan) | paddle.Tensor.isnan | - |
+| 189 | [torch.Tensor.item](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.item) | paddle.Tensor.item | - |
+| 190 | [torch.Tensor.log](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.log) | paddle.Tensor.log | - |
+| 191 | [torch.Tensor.masked_scatter](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.masked_scatter) | paddle.Tensor.masked_scatter | - |
+| 192 | [torch.Tensor.masked_fill_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.masked_fill_) | paddle.Tensor.masked_fill_ | - |
+| 193 | [torch.Tensor.masked_fill](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.masked_fill) | paddle.Tensor.masked_fill | - |
+| 194 | [torch.Tensor.nonzero](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.nonzero) | paddle.Tensor.nonzero | - |
+| 195 | [torch.Tensor.normal_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.normal_) | paddle.Tensor.normal_ | - |
+| 196 | [torch.Tensor.sigmoid](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sigmoid) | paddle.Tensor.sigmoid | - |
+| 197 | [torch.Tensor.sin](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sin) | paddle.Tensor.sin | - |
+| 198 | [torch.Tensor.square](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.square) | paddle.Tensor.square | - |
+| 199 | [torch.Tensor.tolist](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.tolist) | paddle.Tensor.tolist | - |
+| 200 | [torch.Tensor.zero_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.zero_) | paddle.Tensor.zero_ | - |
+| 201 | [torch.distributed.get_rank](https://pytorch.org/docs/stable/generated/torch.distributed.get_rank.html) | paddle.distributed.get_rank | - |
+| 202 | [torch.distributed.get_world_size](https://pytorch.org/docs/stable/generated/torch.distributed.get_world_size.html) | paddle.distributed.get_world_size | - |
+| 203 | [torch.Tensor.shape](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.shape) | paddle.Tensor.shape | - |
+| 204 | [torch.float32](https://pytorch.org/docs/stable/generated/torch.float32.html) | paddle.float32 | - |
+| 205 | [torch.long](https://pytorch.org/docs/stable/generated/torch.long.html) | paddle.long | - |
+| 206 | [torch.int32](https://pytorch.org/docs/stable/generated/torch.int32.html) | paddle.int32 | - |
+| 207 | [torch.bfloat16](https://pytorch.org/docs/stable/generated/torch.bfloat16.html) | paddle.bfloat16 | - |
+| 208 | [torch.int64](https://pytorch.org/docs/stable/generated/torch.int64.html) | paddle.int64 | - |
+| 209 | [torch.bool](https://pytorch.org/docs/stable/generated/torch.bool.html) | paddle.bool | - |
+| 210 | [torch.uint8](https://pytorch.org/docs/stable/generated/torch.uint8.html) | paddle.uint8 | - |
+| 211 | [torch.Tensor.abs_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.abs_) | paddle.Tensor.abs_ | - |
+| 212 | [torch.Tensor.acos](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.acos) | paddle.Tensor.acos | - |
+| 213 | [torch.Tensor.acos_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.acos_) | paddle.Tensor.acos_ | - |
+| 214 | [torch.Tensor.acosh](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.acosh) | paddle.Tensor.acosh | - |
+| 215 | [torch.Tensor.acosh_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.acosh_) | paddle.Tensor.acosh_ | - |
+| 216 | [torch.Tensor.angle](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.angle) | paddle.Tensor.angle | - |
+| 217 | [torch.Tensor.apply_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.apply_) | paddle.Tensor.apply_ | - |
+| 218 | [torch.Tensor.asin](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.asin) | paddle.Tensor.asin | - |
+| 219 | [torch.Tensor.asin_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.asin_) | paddle.Tensor.asin_ | - |
+| 220 | [torch.Tensor.asinh](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.asinh) | paddle.Tensor.asinh | - |
+| 221 | [torch.Tensor.asinh_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.asinh_) | paddle.Tensor.asinh_ | - |
+| 222 | [torch.Tensor.atan](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.atan) | paddle.Tensor.atan | - |
+| 223 | [torch.Tensor.atan_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.atan_) | paddle.Tensor.atan_ | - |
+| 224 | [torch.Tensor.atanh](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.atanh) | paddle.Tensor.atanh | - |
+| 225 | [torch.Tensor.atanh_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.atanh_) | paddle.Tensor.atanh_ | - |
+| 226 | [torch.Tensor.bincount](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bincount) | paddle.Tensor.bincount | - |
+| 227 | [torch.Tensor.bitwise_not](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bitwise_not) | paddle.Tensor.bitwise_not | - |
+| 228 | [torch.Tensor.bitwise_not_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bitwise_not_) | paddle.Tensor.bitwise_not_ | - |
+| 229 | [torch.Tensor.ceil](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ceil) | paddle.Tensor.ceil | - |
+| 230 | [torch.Tensor.ceil_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ceil_) | paddle.Tensor.ceil_ | - |
+| 231 | [torch.Tensor.cholesky](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cholesky) | paddle.Tensor.cholesky | - |
+| 232 | [torch.Tensor.cholesky_inverse](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cholesky_inverse) | paddle.Tensor.cholesky_inverse | - |
+| 233 | [torch.Tensor.clip](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.clip) | paddle.Tensor.clip | - |
+| 234 | [torch.Tensor.clip_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.clip_) | paddle.Tensor.clip_ | - |
+| 235 | [torch.Tensor.coalesce](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.coalesce) | paddle.Tensor.coalesce | - |
+| 236 | [torch.Tensor.conj](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.conj) | paddle.Tensor.conj | - |
+| 237 | [torch.Tensor.cos_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cos_) | paddle.Tensor.cos_ | - |
+| 238 | [torch.Tensor.cosh](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cosh) | paddle.Tensor.cosh | - |
+| 239 | [torch.Tensor.cosh_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cosh_) | paddle.Tensor.cosh_ | - |
+| 240 | [torch.Tensor.cumprod](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cumprod) | paddle.Tensor.cumprod | - |
+| 241 | [torch.Tensor.cumprod_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cumprod_) | paddle.Tensor.cumprod_ | - |
+| 242 | [torch.Tensor.data_ptr](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.data_ptr) | paddle.Tensor.data_ptr | - |
+| 243 | [torch.Tensor.deg2rad](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.deg2rad) | paddle.Tensor.deg2rad | - |
+| 244 | [torch.Tensor.dense_dim](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.dense_dim) | paddle.Tensor.dense_dim | - |
+| 245 | [torch.Tensor.detach_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.detach_) | paddle.Tensor.detach_ | - |
+| 246 | [torch.Tensor.diag_embed](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.diag_embed) | paddle.Tensor.diag_embed | - |
+| 247 | [torch.Tensor.diagflat](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.diagflat) | paddle.Tensor.diagflat | - |
+| 248 | [torch.Tensor.digamma](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.digamma) | paddle.Tensor.digamma | - |
+| 249 | [torch.Tensor.digamma_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.digamma_) | paddle.Tensor.digamma_ | - |
+| 250 | [torch.Tensor.dtype](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.dtype) | paddle.Tensor.dtype | - |
+| 251 | [torch.Tensor.erf](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.erf) | paddle.Tensor.erf | - |
+| 252 | [torch.Tensor.erfinv](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.erfinv) | paddle.Tensor.erfinv | - |
+| 253 | [torch.Tensor.erfinv_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.erfinv_) | paddle.Tensor.erfinv_ | - |
+| 254 | [torch.Tensor.exp](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.exp) | paddle.Tensor.exp | - |
+| 255 | [torch.Tensor.exp_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.exp_) | paddle.Tensor.exp_ | - |
+| 256 | [torch.Tensor.expm1](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.expm1) | paddle.Tensor.expm1 | - |
+| 257 | [torch.Tensor.floor](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.floor) | paddle.Tensor.floor | - |
+| 258 | [torch.Tensor.floor_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.floor_) | paddle.Tensor.floor_ | - |
+| 259 | [torch.Tensor.frac](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.frac) | paddle.Tensor.frac | - |
+| 260 | [torch.Tensor.frac_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.frac_) | paddle.Tensor.frac_ | - |
+| 261 | [torch.Tensor.frexp](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.frexp) | paddle.Tensor.frexp | - |
+| 262 | [torch.Tensor.grad](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.grad) | paddle.Tensor.grad | - |
+| 263 | [torch.Tensor.i0](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.i0) | paddle.Tensor.i0 | - |
+| 264 | [torch.Tensor.i0_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.i0_) | paddle.Tensor.i0_ | - |
+| 265 | [torch.Tensor.indices](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.indices) | paddle.Tensor.indices | - |
+| 266 | [torch.Tensor.inverse](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.inverse) | paddle.Tensor.inverse | - |
+| 267 | [torch.Tensor.is_complex](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.is_complex) | paddle.Tensor.is_complex | - |
+| 268 | [torch.Tensor.is_floating_point](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.is_floating_point) | paddle.Tensor.is_floating_point | - |
+| 269 | [torch.Tensor.is_leaf](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.is_leaf) | paddle.Tensor.is_leaf | - |
+| 270 | [torch.Tensor.isfinite](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.isfinite) | paddle.Tensor.isfinite | - |
+| 271 | [torch.Tensor.isinf](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.isinf) | paddle.Tensor.isinf | - |
+| 272 | [torch.Tensor.isneginf](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.isneginf) | paddle.Tensor.isneginf | - |
+| 273 | [torch.Tensor.isposinf](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.isposinf) | paddle.Tensor.isposinf | - |
+| 274 | [torch.Tensor.isreal](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.isreal) | paddle.Tensor.isreal | - |
+| 275 | [torch.Tensor.istft](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.istft) | paddle.Tensor.istft | - |
+| 276 | [torch.Tensor.lgamma](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.lgamma) | paddle.Tensor.lgamma | - |
+| 277 | [torch.Tensor.lgamma_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.lgamma_) | paddle.Tensor.lgamma_ | - |
+| 278 | [torch.Tensor.log10](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.log10) | paddle.Tensor.log10 | - |
+| 279 | [torch.Tensor.log10_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.log10_) | paddle.Tensor.log10_ | - |
+| 280 | [torch.Tensor.log1p](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.log1p) | paddle.Tensor.log1p | - |
+| 281 | [torch.Tensor.log1p_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.log1p_) | paddle.Tensor.log1p_ | - |
+| 282 | [torch.Tensor.log2](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.log2) | paddle.Tensor.log2 | - |
+| 283 | [torch.Tensor.log2_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.log2_) | paddle.Tensor.log2_ | - |
+| 284 | [torch.Tensor.log_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.log_) | paddle.Tensor.log_ | - |
+| 285 | [torch.Tensor.logit](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logit) | paddle.Tensor.logit | - |
+| 286 | [torch.Tensor.logit_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logit_) | paddle.Tensor.logit_ | - |
+| 287 | [torch.Tensor.lu](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.lu) | paddle.Tensor.lu | - |
+| 288 | [torch.Tensor.mT](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.mT) | paddle.Tensor.mT | - |
+| 289 | [torch.Tensor.masked_scatter_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.masked_scatter_) | paddle.Tensor.masked_scatter_ | - |
+| 290 | [torch.Tensor.masked_select](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.masked_select) | paddle.Tensor.masked_select | - |
+| 291 | [torch.Tensor.matrix_power](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.matrix_power) | paddle.Tensor.matrix_power | - |
+| 292 | [torch.Tensor.mm](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.mm) | paddle.Tensor.mm | - |
+| 293 | [torch.Tensor.moveaxis](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.moveaxis) | paddle.Tensor.moveaxis | - |
+| 294 | [torch.Tensor.mv](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.mv) | paddle.Tensor.mv | - |
+| 295 | [torch.Tensor.nan_to_num](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.nan_to_num) | paddle.Tensor.nan_to_num | - |
+| 296 | [torch.Tensor.nan_to_num_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.nan_to_num_) | paddle.Tensor.nan_to_num_ | - |
+| 297 | [torch.Tensor.ndimension](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ndimension) | paddle.Tensor.ndimension | - |
+| 298 | [torch.Tensor.neg](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.neg) | paddle.Tensor.neg | - |
+| 299 | [torch.Tensor.neg_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.neg_) | paddle.Tensor.neg_ | - |
+| 300 | [torch.Tensor.pin_memory](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.pin_memory) | paddle.Tensor.pin_memory | - |
+| 301 | [torch.Tensor.polygamma](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.polygamma) | paddle.Tensor.polygamma | - |
+| 302 | [torch.Tensor.polygamma_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.polygamma_) | paddle.Tensor.polygamma_ | - |
+| 303 | [torch.Tensor.rad2deg](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.rad2deg) | paddle.Tensor.rad2deg | - |
+| 304 | [torch.Tensor.reciprocal](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.reciprocal) | paddle.Tensor.reciprocal | - |
+| 305 | [torch.Tensor.reciprocal_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.reciprocal_) | paddle.Tensor.reciprocal_ | - |
+| 306 | [torch.Tensor.register_hook](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.register_hook) | paddle.Tensor.register_hook | - |
+| 307 | [torch.Tensor.rsqrt](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.rsqrt) | paddle.Tensor.rsqrt | - |
+| 308 | [torch.Tensor.rsqrt_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.rsqrt_) | paddle.Tensor.rsqrt_ | - |
+| 309 | [torch.Tensor.sgn](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sgn) | paddle.Tensor.sgn | - |
+| 310 | [torch.Tensor.sigmoid_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sigmoid_) | paddle.Tensor.sigmoid_ | - |
+| 311 | [torch.Tensor.sign](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sign) | paddle.Tensor.sign | - |
+| 312 | [torch.Tensor.signbit](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.signbit) | paddle.Tensor.signbit | - |
+| 313 | [torch.Tensor.sin_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sin_) | paddle.Tensor.sin_ | - |
+| 314 | [torch.Tensor.sinc](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sinc) | paddle.Tensor.sinc | - |
+| 315 | [torch.Tensor.sinc_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sinc_) | paddle.Tensor.sinc_ | - |
+| 316 | [torch.Tensor.sinh](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sinh) | paddle.Tensor.sinh | - |
+| 317 | [torch.Tensor.sinh_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sinh_) | paddle.Tensor.sinh_ | - |
+| 318 | [torch.Tensor.sparse_dim](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sparse_dim) | paddle.Tensor.sparse_dim | - |
+| 319 | [torch.Tensor.sqrt](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sqrt) | paddle.Tensor.sqrt | - |
+| 320 | [torch.Tensor.sqrt_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sqrt_) | paddle.Tensor.sqrt_ | - |
+| 321 | [torch.Tensor.t](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.t) | paddle.Tensor.t | - |
+| 322 | [torch.Tensor.t_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.t_) | paddle.Tensor.t_ | - |
+| 323 | [torch.Tensor.tan](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.tan) | paddle.Tensor.tan | - |
+| 324 | [torch.Tensor.tan_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.tan_) | paddle.Tensor.tan_ | - |
+| 325 | [torch.Tensor.tanh](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.tanh) | paddle.Tensor.tanh | - |
+| 326 | [torch.Tensor.tanh_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.tanh_) | paddle.Tensor.tanh_ | - |
+| 327 | [torch.Tensor.to_dense](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.to_dense) | paddle.Tensor.to_dense | - |
+| 328 | [torch.Tensor.tril_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.tril_) | paddle.Tensor.tril_ | - |
+| 329 | [torch.Tensor.triu_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.triu_) | paddle.Tensor.triu_ | - |
+| 330 | [torch.Tensor.trunc](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.trunc) | paddle.Tensor.trunc | - |
+| 331 | [torch.Tensor.trunc_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.trunc_) | paddle.Tensor.trunc_ | - |
+| 332 | [torch.Tensor.values](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.values) | paddle.Tensor.values | - |
+| 333 | [torch.\_\_version\_\_](https://pytorch.org/docs/stable/generated/torch.\_\_version\_\_.html) | paddle.\_\_version\_\_ | - |
+| 334 | [torch.\_\_version\_\_.split](https://pytorch.org/docs/stable/generated/torch.\_\_version\_\_.split.html) | paddle.\_\_version\_\_.split | - |
+| 335 | [torch.diag_embed](https://pytorch.org/docs/stable/generated/torch.diag_embed.html) | paddle.diag_embed | - |
+| 336 | [torch.distributed.ReduceOp.MAX](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.MAX.html) | paddle.distributed.ReduceOp.MAX | - |
+| 337 | [torch.distributed.ReduceOp.MIN](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.MIN.html) | paddle.distributed.ReduceOp.MIN | - |
+| 338 | [torch.distributed.ReduceOp.SUM](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.SUM.html) | paddle.distributed.ReduceOp.SUM | - |
+| 339 | [torch.distributed.batch_isend_irecv](https://pytorch.org/docs/stable/generated/torch.distributed.batch_isend_irecv.html) | paddle.distributed.batch_isend_irecv | - |
+| 340 | [torch.distributed.get_backend](https://pytorch.org/docs/stable/generated/torch.distributed.get_backend.html) | paddle.distributed.get_backend | - |
+| 341 | [torch.distributed.is_available](https://pytorch.org/docs/stable/generated/torch.distributed.is_available.html) | paddle.distributed.is_available | - |
+| 342 | [torch.distributed.is_initialized](https://pytorch.org/docs/stable/generated/torch.distributed.is_initialized.html) | paddle.distributed.is_initialized | - |
+| 343 | [torch.e](https://pytorch.org/docs/stable/generated/torch.e.html) | paddle.e | - |
+| 344 | [torch.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html) | paddle.enable_grad | - |
+| 345 | [torch.inf](https://pytorch.org/docs/stable/generated/torch.inf.html) | paddle.inf | - |
+| 346 | [torch.is_grad_enabled](https://pytorch.org/docs/stable/generated/torch.is_grad_enabled.html) | paddle.is_grad_enabled | - |
+| 347 | [torch.nan](https://pytorch.org/docs/stable/generated/torch.nan.html) | paddle.nan | - |
+| 348 | [torch.newaxis](https://pytorch.org/docs/stable/generated/torch.newaxis.html) | paddle.newaxis | - |
+| 349 | [torch.nn.LogSigmoid](https://pytorch.org/docs/stable/generated/torch.nn.LogSigmoid.html) | paddle.nn.LogSigmoid | - |
+| 350 | [torch.nn.Sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Sigmoid.html) | paddle.nn.Sigmoid | - |
+| 351 | [torch.nn.Softplus](https://pytorch.org/docs/stable/generated/torch.nn.Softplus.html) | paddle.nn.Softplus | - |
+| 352 | [torch.nn.Softsign](https://pytorch.org/docs/stable/generated/torch.nn.Softsign.html) | paddle.nn.Softsign | - |
+| 353 | [torch.nn.Tanh](https://pytorch.org/docs/stable/generated/torch.nn.Tanh.html) | paddle.nn.Tanh | - |
+| 354 | [torch.nn.Tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.Tanhshrink.html) | paddle.nn.Tanhshrink | - |
+| 355 | [torch.nn.TransformerDecoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoder.html) | paddle.nn.TransformerDecoder | - |
+| 356 | [torch.nn.TripletMarginWithDistanceLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginWithDistanceLoss.html) | paddle.nn.TripletMarginWithDistanceLoss | - |
+| 357 | [torch.nn.utils.parameters_to_vector](https://pytorch.org/docs/stable/generated/torch.nn.utils.parameters_to_vector.html) | paddle.nn.utils.parameters_to_vector | - |
+| 358 | [torch.nn.utils.vector_to_parameters](https://pytorch.org/docs/stable/generated/torch.nn.utils.vector_to_parameters.html) | paddle.nn.utils.vector_to_parameters | - |
+| 359 | [torch.pi](https://pytorch.org/docs/stable/generated/torch.pi.html) | paddle.pi | - |
+| 360 | [torch.set_default_dtype](https://pytorch.org/docs/stable/generated/torch.set_default_dtype.html) | paddle.set_default_dtype | - |
+| 361 | [torch.t](https://pytorch.org/docs/stable/generated/torch.t.html) | paddle.t | - |
+| 362 | [torch.utils.cpp_extension.BuildExtension](https://pytorch.org/docs/stable/generated/torch.utils.cpp_extension.BuildExtension.html) | paddle.utils.cpp_extension.BuildExtension | - |
+| 363 | [torch.utils.cpp_extension.BuildExtension.with_options](https://pytorch.org/docs/stable/generated/torch.utils.cpp_extension.BuildExtension.with_options.html) | paddle.utils.cpp_extension.BuildExtension.with_options | - |
+| 364 | [torch.Tensor.element_size](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.element_size) | paddle.Tensor.element_size | - |
+| 365 | [torch.Tensor.view_as](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.view_as) | paddle.Tensor.view_as | - |
+| 366 | [torch.dtype](https://pytorch.org/docs/stable/generated/torch.dtype.html) | paddle.dtype | - |
+| 367 | [torch.Tensor.\_\_and\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_and\_\_) | paddle.Tensor.\_\_and\_\_ | - |
+| 368 | [torch.Tensor.\_\_array\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_array\_\_) | paddle.Tensor.\_\_array\_\_ | - |
+| 369 | [torch.Tensor.\_\_bool\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_bool\_\_) | paddle.Tensor.\_\_bool\_\_ | - |
+| 370 | [torch.Tensor.\_\_eq\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_eq\_\_) | paddle.Tensor.\_\_eq\_\_ | - |
+| 371 | [torch.Tensor.\_\_format\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_format\_\_) | paddle.Tensor.\_\_format\_\_ | - |
+| 372 | [torch.Tensor.\_\_getitem\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_getitem\_\_) | paddle.Tensor.\_\_getitem\_\_ | - |
+| 373 | [torch.Tensor.\_\_index\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_index\_\_) | paddle.Tensor.\_\_index\_\_ | - |
+| 374 | [torch.Tensor.\_\_invert\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_invert\_\_) | paddle.Tensor.\_\_invert\_\_ | - |
+| 375 | [torch.Tensor.\_\_len\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_len\_\_) | paddle.Tensor.\_\_len\_\_ | - |
+| 376 | [torch.Tensor.\_\_or\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_or\_\_) | paddle.Tensor.\_\_or\_\_ | - |
+| 377 | [torch.Tensor.\_\_rpow\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_rpow\_\_) | paddle.Tensor.\_\_rpow\_\_ | - |
+| 378 | [torch.Tensor.\_\_rsub\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_rsub\_\_) | paddle.Tensor.\_\_rsub\_\_ | - |
+| 379 | [torch.Tensor.\_\_rtruediv\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_rtruediv\_\_) | paddle.Tensor.\_\_rtruediv\_\_ | - |
+| 380 | [torch.Tensor.\_\_setitem\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_setitem\_\_) | paddle.Tensor.\_\_setitem\_\_ | - |
+| 381 | [torch.matmul](https://pytorch.org/docs/stable/generated/torch.matmul.html) | paddle.matmul | - |
+| 382 | [torch.linalg.matmul](https://pytorch.org/docs/stable/generated/torch.linalg.matmul.html) | paddle.linalg.matmul | - |
+| 383 | [torch.mul_](https://pytorch.org/docs/stable/generated/torch.mul_.html) | paddle.mul_ | - |
+| 384 | [torch.multiply_](https://pytorch.org/docs/stable/generated/torch.multiply_.html) | paddle.multiply_ | - |
+| 385 | [torch.Tensor.multiply](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.multiply) | paddle.Tensor.multiply | - |
+| 386 | [torch.Tensor.multiply_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.multiply_) | paddle.Tensor.multiply_ | - |
+| 387 | [torch.Tensor.matmul](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.matmul) | paddle.Tensor.matmul | - |
+| 388 | [torch.Tensor.amax](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.amax) | paddle.Tensor.amax | - |
+| 389 | [torch.Tensor.amin](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.amin) | paddle.Tensor.amin | - |
+| 390 | [torch.log2](https://pytorch.org/docs/stable/generated/torch.log2.html) | paddle.log2 | - |
+| 391 | [torch.Tensor.remainder](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.remainder) | paddle.Tensor.remainder | - |
+| 392 | [torch.remainder](https://pytorch.org/docs/stable/generated/torch.remainder.html) | paddle.remainder | - |
+| 393 | [torch.broadcast_to](https://pytorch.org/docs/stable/generated/torch.broadcast_to.html) | paddle.broadcast_to | - |
+| 394 | [torch.nn.functional.embedding](https://pytorch.org/docs/stable/generated/torch.nn.functional.embedding.html) | paddle.nn.functional.embedding | - |
+| 395 | [torch.no_grad](https://pytorch.org/docs/stable/generated/torch.no_grad.html) | paddle.no_grad | - |
+| 396 | [torch.reshape](https://pytorch.org/docs/stable/generated/torch.reshape.html) | paddle.reshape | - |
+| 397 | [torch.Tensor.bitwise_or_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bitwise_or_) | paddle.Tensor.bitwise_or_ | - |
+| 398 | [torch.Tensor.view](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.view) | paddle.Tensor.view | - |
+| 399 | [torch.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.unique_consecutive.html) | paddle.unique_consecutive | - |
+| 400 | [torch.Tensor.cumsum](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cumsum) | paddle.Tensor.cumsum | - |
+| 401 | [torch.Tensor.expand](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.expand) | paddle.Tensor.expand | - |
+| 402 | [torch.isfinite](https://pytorch.org/docs/stable/generated/torch.isfinite.html) | paddle.isfinite | - |
+| 403 | [torch.isinf](https://pytorch.org/docs/stable/generated/torch.isinf.html) | paddle.isinf | - |
+| 404 | [torch.isnan](https://pytorch.org/docs/stable/generated/torch.isnan.html) | paddle.isnan | - |
+| 405 | [torch.flatten](https://pytorch.org/docs/stable/generated/torch.flatten.html) | paddle.flatten | - |
+| 406 | [torch.Tensor.flatten](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.flatten) | paddle.Tensor.flatten | - |
+| 407 | [torch.roll](https://pytorch.org/docs/stable/generated/torch.roll.html) | paddle.roll | - |
+| 408 | [torch.Tensor.sum](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sum) | paddle.Tensor.sum | - |
+| 409 | [torch.sum](https://pytorch.org/docs/stable/generated/torch.sum.html) | paddle.sum | - |
+| 410 | [torch.prod](https://pytorch.org/docs/stable/generated/torch.prod.html) | paddle.prod | - |
+| 411 | [torch.ceil](https://pytorch.org/docs/stable/generated/torch.ceil.html) | paddle.ceil | - |
+| 412 | [torch.floor_divide](https://pytorch.org/docs/stable/generated/torch.floor_divide.html) | paddle.floor_divide | - |
+| 413 | [torch.masked_select](https://pytorch.org/docs/stable/generated/torch.masked_select.html) | paddle.masked_select | - |
+| 414 | [torch.finfo](https://pytorch.org/docs/stable/generated/torch.finfo.html) | paddle.finfo | - |
+| 415 | [torch.is_complex](https://pytorch.org/docs/stable/generated/torch.is_complex.html) | paddle.is_complex | - |
+| 416 | [torch.concat](https://pytorch.org/docs/stable/generated/torch.concat.html) | paddle.concat | - |
+| 417 | [torch.nonzero](https://pytorch.org/docs/stable/generated/torch.nonzero.html) | paddle.nonzero | - |
+| 418 | [torch.Tensor.pow](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.pow) | paddle.Tensor.pow | - |
+| 419 | [torch.Tensor.prod](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.prod) | paddle.Tensor.prod | - |
+| 420 | [torch.Tensor.reshape](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.reshape) | paddle.Tensor.reshape | - |
+| 421 | [torch.argsort](https://pytorch.org/docs/stable/generated/torch.argsort.html) | paddle.argsort | - |
+| 422 | [torch.Tensor.argsort](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.argsort) | paddle.Tensor.argsort | - |
+| 423 | [torch.Tensor.squeeze](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.squeeze) | paddle.Tensor.squeeze | - |
+| 424 | [torch.chunk](https://pytorch.org/docs/stable/generated/torch.chunk.html) | paddle.chunk | - |
+| 425 | [torch.Tensor.chunk](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.chunk) | paddle.Tensor.chunk | - |
+| 426 | [torch.any](https://pytorch.org/docs/stable/generated/torch.any.html) | paddle.any | - |
+| 427 | [torch.nn.functional.one_hot](https://pytorch.org/docs/stable/generated/torch.nn.functional.one_hot.html) | paddle.nn.functional.one_hot | - |
+| 428 | [torch.unbind](https://pytorch.org/docs/stable/generated/torch.unbind.html) | paddle.unbind | - |
+| 429 | [torch.Tensor.unbind](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.unbind) | paddle.Tensor.unbind | - |
+| 430 | [torch.is_floating_point](https://pytorch.org/docs/stable/generated/torch.is_floating_point.html) | paddle.is_floating_point | - |
+| 431 | [torch.is_tensor](https://pytorch.org/docs/stable/generated/torch.is_tensor.html) | paddle.is_tensor | - |
+| 432 | [torch.isin](https://pytorch.org/docs/stable/generated/torch.isin.html) | paddle.isin | - |
+| 433 | [torch.Tensor.expand_as](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.expand_as) | paddle.Tensor.expand_as | - |
+| 434 | [torch.logsumexp](https://pytorch.org/docs/stable/generated/torch.logsumexp.html) | paddle.logsumexp | - |
+| 435 | [torch.Tensor.logsumexp](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logsumexp) | paddle.Tensor.logsumexp | - |
+| 436 | [torch.argmax](https://pytorch.org/docs/stable/generated/torch.argmax.html) | paddle.argmax | - |
+| 437 | [torch.Tensor.argmax](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.argmax) | paddle.Tensor.argmax | - |
+| 438 | [torch.argmin](https://pytorch.org/docs/stable/generated/torch.argmin.html) | paddle.argmin | - |
+| 439 | [torch.Tensor.argmin](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.argmin) | paddle.Tensor.argmin | - |
+| 440 | [torch.all](https://pytorch.org/docs/stable/generated/torch.all.html) | paddle.all | - |
+| 441 | [torch.Tensor.all](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.all) | paddle.Tensor.all | - |
+| 442 | [torch.Tensor.any](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.any) | paddle.Tensor.any | - |
+| 443 | [torch.tensor_split](https://pytorch.org/docs/stable/generated/torch.tensor_split.html) | paddle.tensor_split | - |
+| 444 | [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html) | paddle.nn.functional.gelu | - |
+| 445 | [torch.layer_norm](https://pytorch.org/docs/stable/generated/torch.layer_norm.html) | paddle.layer_norm | - |
+| 446 | [torch.logical_not](https://pytorch.org/docs/stable/generated/torch.logical_not.html) | paddle.logical_not | - |
+| 447 | [torch.Tensor.logical_not](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_not) | paddle.Tensor.logical_not | - |
+| 448 | [torch.logical_and](https://pytorch.org/docs/stable/generated/torch.logical_and.html) | paddle.logical_and | - |
+| 449 | [torch.Tensor.logical_and](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_and) | paddle.Tensor.logical_and | - |
+| 450 | [torch.logical_or](https://pytorch.org/docs/stable/generated/torch.logical_or.html) | paddle.logical_or | - |
+| 451 | [torch.Tensor.logical_or](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_or) | paddle.Tensor.logical_or | - |
+| 452 | [torch.logical_xor](https://pytorch.org/docs/stable/generated/torch.logical_xor.html) | paddle.logical_xor | - |
+| 453 | [torch.Tensor.logical_xor](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_xor) | paddle.Tensor.logical_xor | - |
+| 454 | [torch.index_select](https://pytorch.org/docs/stable/generated/torch.index_select.html) | paddle.index_select | - |
+| 455 | [torch.Tensor.index_select](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.index_select) | paddle.Tensor.index_select | - |
+| 456 | [torch.dot](https://pytorch.org/docs/stable/generated/torch.dot.html) | paddle.dot | - |
+| 457 | [torch.Tensor.dot](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.dot) | paddle.Tensor.dot | - |
+| 458 | [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html) | paddle.nn.functional.conv1d | - |
+| 459 | [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html) | paddle.nn.functional.conv2d | - |
+| 460 | [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html) | paddle.nn.functional.conv3d | - |
+| 461 | [torch.conv1d](https://pytorch.org/docs/stable/generated/torch.conv1d.html) | paddle.conv1d | - |
+| 462 | [torch.conv2d](https://pytorch.org/docs/stable/generated/torch.conv2d.html) | paddle.conv2d | - |
+| 463 | [torch.conv3d](https://pytorch.org/docs/stable/generated/torch.conv3d.html) | paddle.conv3d | - |
+| 464 | [torch.complex128](https://pytorch.org/docs/stable/generated/torch.complex128.html) | paddle.complex128 | - |
+| 465 | [torch.complex64](https://pytorch.org/docs/stable/generated/torch.complex64.html) | paddle.complex64 | - |
+| 466 | [torch.float64](https://pytorch.org/docs/stable/generated/torch.float64.html) | paddle.float64 | - |
+| 467 | [torch.float16](https://pytorch.org/docs/stable/generated/torch.float16.html) | paddle.float16 | - |
+| 468 | [torch.int16](https://pytorch.org/docs/stable/generated/torch.int16.html) | paddle.int16 | - |
+| 469 | [torch.int8](https://pytorch.org/docs/stable/generated/torch.int8.html) | paddle.int8 | - |
+| 470 | [torch.Tensor.narrow](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.narrow) | paddle.Tensor.narrow | - |
+| 471 | [torch.narrow](https://pytorch.org/docs/stable/generated/torch.narrow.html) | paddle.narrow | - |
+| 472 | [torch.Tensor.type_as](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.type_as) | paddle.Tensor.type_as | - |
+| 473 | [torch.nn.Sequential](https://pytorch.org/docs/stable/generated/torch.nn.Sequential.html) | paddle.nn.Sequential | - |
+| 474 | [torch.utils.cpp_extension.CUDA_HOME](https://pytorch.org/docs/stable/generated/torch.utils.cpp_extension.CUDA_HOME.html) | paddle.utils.cpp_extension.CUDA_HOME | - |
+| 475 | [torch.Tensor.is_coalesced](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.is_coalesced) | paddle.Tensor.is_coalesced | - |
+| 476 | [torch.torch.int32](https://pytorch.org/docs/stable/generated/torch.torch.int32.html) | paddle.paddle.int32 | - |
+| 477 | [torch.transpose](https://pytorch.org/docs/stable/generated/torch.transpose.html) | paddle.transpose | - |
+| 478 | [torch.Tensor.transpose](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.transpose) | paddle.Tensor.transpose | - |
+| 479 | [torch.unsqueeze](https://pytorch.org/docs/stable/generated/torch.unsqueeze.html) | paddle.unsqueeze | - |
+| 480 | [torch.Tensor.unsqueeze](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.unsqueeze) | paddle.Tensor.unsqueeze | - |
+| 481 | [torch.sigmoid](https://pytorch.org/docs/stable/generated/torch.sigmoid.html) | paddle.sigmoid | - |
+| 482 | [torch.Tensor.topk](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.topk) | paddle.Tensor.topk | - |
+| 483 | [torch.outer](https://pytorch.org/docs/stable/generated/torch.outer.html) | paddle.outer | - |
+| 484 | [torch.nn.functional.sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.html) | paddle.nn.functional.sigmoid | - |
+| 485 | [torch.Tensor.requires_grad](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.requires_grad) | paddle.Tensor.requires_grad | - |
+| 486 | [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.data) | paddle.Tensor.data | - |
+| 487 | [torch.Tensor.cpu](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cpu) | paddle.Tensor.cpu | - |
+| 488 | [torch.Tensor.\_\_add\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_add\_\_) | paddle.Tensor.\_\_add\_\_ | - |
+| 489 | [torch.Tensor.\_\_ge\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_ge\_\_) | paddle.Tensor.\_\_ge\_\_ | - |
+| 490 | [torch.Tensor.\_\_gt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_gt\_\_) | paddle.Tensor.\_\_gt\_\_ | - |
+| 491 | [torch.Tensor.\_\_le\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_le\_\_) | paddle.Tensor.\_\_le\_\_ | - |
+| 492 | [torch.Tensor.\_\_lt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_lt\_\_) | paddle.Tensor.\_\_lt\_\_ | - |
+| 493 | [torch.Tensor.\_\_mul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_mul\_\_) | paddle.Tensor.\_\_mul\_\_ | - |
+| 494 | [torch.Tensor.\_\_ne\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_ne\_\_) | paddle.Tensor.\_\_ne\_\_ | - |
+| 495 | [torch.Tensor.\_\_neg\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_neg\_\_) | paddle.Tensor.\_\_neg\_\_ | - |
+| 496 | [torch.Tensor.\_\_radd\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_radd\_\_) | paddle.Tensor.\_\_radd\_\_ | - |
+| 497 | [torch.Tensor.\_\_rmul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_rmul\_\_) | paddle.Tensor.\_\_rmul\_\_ | - |
+| 498 | [torch.Tensor.\_\_sub\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_sub\_\_) | paddle.Tensor.\_\_sub\_\_ | - |
+| 499 | [torch.Tensor.\_\_reduce\_ex\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_reduce\_ex\_\_) | paddle.Tensor.\_\_reduce\_ex\_\_ | - |
+| 500 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html) | paddle.from_numpy | - |
+| 501 | [torch.greater](https://pytorch.org/docs/stable/generated/torch.greater.html) | paddle.greater | - |
+| 502 | [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html) | paddle.nn.functional.layer_norm | - |
+| 503 | [torch.nn.attention.sdpa_kernel](https://pytorch.org/docs/stable/generated/torch.nn.attention.sdpa_kernel.html) | paddle.nn.attention.sdpa_kernel | - |
+| 504 | [torch.nn.attention.SDPBackend](https://pytorch.org/docs/stable/generated/torch.nn.attention.SDPBackend.html) | paddle.nn.attention.SDPBackend | - |
+| 505 | [torch.nn.attention._cur_sdpa_kernel_backends](https://pytorch.org/docs/stable/generated/torch.nn.attention._cur_sdpa_kernel_backends.html) | paddle.nn.attention._cur_sdpa_kernel_backends | - |
+| 506 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html) | paddle.nn.SiLU | - |
+| 507 | [torch.randperm](https://pytorch.org/docs/stable/generated/torch.randperm.html) | paddle.randperm | - |
+| 508 | [torch.Tensor.ge](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ge) | paddle.Tensor.ge | - |
+| 509 | [torch.Tensor.gt](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.gt) | paddle.Tensor.gt | - |
+| 510 | [torch.Tensor.le](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.le) | paddle.Tensor.le | - |
+| 511 | [torch.Tensor.lt](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.lt) | paddle.Tensor.lt | - |
+| 512 | [torch.Tensor.ne](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ne) | paddle.Tensor.ne | - |
+| 513 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html) | paddle.manual_seed | - |
+| 514 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html) | paddle.asarray | - |
+| 515 | [torch.gather](https://pytorch.org/docs/stable/generated/torch.gather.html) | paddle.gather | - |
+| 516 | [torch.Tensor.gather](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.gather) | paddle.Tensor.gather | - |
+| 517 | [torch.Tensor.scatter](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter) | paddle.Tensor.scatter | - |
+| 518 | [torch.Tensor.scatter_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter_) | paddle.Tensor.scatter_ | - |
+| 519 | [torch.scatter](https://pytorch.org/docs/stable/generated/torch.scatter.html) | paddle.scatter | - |
+| 520 | [torch.cuda.get_device_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html) | paddle.cuda.get_device_properties | - |
+| 521 | [torch.cuda.get_rng_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html) | paddle.cuda.get_rng_state | - |
+| 522 | [torch.cuda.is_current_stream_capturing](https://pytorch.org/docs/stable/generated/torch.cuda.is_current_stream_capturing.html) | paddle.cuda.is_current_stream_capturing | - |
+| 523 | [torch.cuda.manual_seed_all](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed_all.html) | paddle.cuda.manual_seed_all | - |
+| 524 | [torch.cuda.set_rng_state](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state.html) | paddle.cuda.set_rng_state | - |
+| 525 | [torch.get_device_module](https://pytorch.org/docs/stable/generated/torch.get_device_module.html) | paddle.get_device_module | - |
+| 526 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html) | paddle.cuda.is_available | - |
+| 527 | [torch.device](https://pytorch.org/docs/stable/generated/torch.device.html) | paddle.device | - |
+| 528 | [torch.cuda.get_device_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html) | paddle.cuda.get_device_capability | - |
+| 529 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html) | paddle.cuda.current_device | - |
+| 530 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html) | paddle.cuda.device_count | - |
+| 531 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html) | paddle.cuda.empty_cache | - |
+| 532 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html) | paddle.cuda.memory_allocated | - |
+| 533 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html) | paddle.cuda.memory_reserved | - |
+| 534 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html) | paddle.cuda.set_device | - |
+| 535 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html) | paddle.cuda.current_stream | - |
### 2. 仅 API 调用方式不一致
**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 536c6bb3a56..6da14a7a263 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
@@ -6,6 +6,50 @@
from collections import defaultdict
+def get_pytorch_url(torch_api: str) -> str:
+ """
+ 生成 PyTorch 官方 stable 版本 API 文档的 URL
+
+ 参数:
+ torch_api: PyTorch API 全名 (如 'torch.nn.Linear' 或 'torch.Tensor.addbmm')
+
+ 返回:
+ 对应 stable 版本文档的 URL 字符串
+ """
+ base_url = "https://pytorch.org/docs/stable"
+
+ # 特殊处理 torch.Tensor 的方法和属性
+ if torch_api.startswith("torch.Tensor."):
+ return f"{base_url}/tensors.html#{torch_api}"
+
+ # 处理核心模块的文档路径映射
+ module_map = {
+ "torch": "torch",
+ "torch.nn": "nn",
+ "torch.nn.functional": "nn.functional",
+ "torch.optim": "optim",
+ "torch.utils.data": "data",
+ "torch.cuda": "cuda",
+ "torch.distributed": "distributed",
+ "torch.amp": "amp",
+ "torch.autograd": "autograd",
+ "torch.jit": "jit",
+ "torch.onnx": "onnx",
+ "torch.fft": "fft",
+ "torch.linalg": "linalg",
+ "torch.special": "special",
+ "torch.sparse": "sparse",
+ "torch.profiler": "profiler",
+ }
+
+ # 优先检查预定义的模块映射
+ if torch_api in module_map:
+ return f"{base_url}/{module_map[torch_api]}.html"
+
+ # 处理一般情况:API全名作为独立页面
+ return f"{base_url}/generated/{torch_api}.html"
+
+
def escape_underscores_in_api(api_name):
r"""
处理PyTorch API名称中的下划线转义。
@@ -244,53 +288,13 @@ def generate_category1_table(
used_apis.add(torch_api) # 标记该API已处理
existing_apis.add(torch_api)
- # 在docs_mapping中查找当前torch_api对应的信息
- mapping_info = docs_mapping.get(torch_api, {})
- src_url = mapping_info.get("src_api_url") if mapping_info else None
-
- # 查找对应的paddle_api映射信息(可能需要遍历所有值)
+ src_url = get_pytorch_url(torch_api)
dst_url = None
- for item in docs_mapping.values():
- if item.get("dst_api") == paddle_api:
- dst_url = item.get("dst_api_url")
- break
-
# 构建第二列和第三列的字符串内容,包含URL(如果存在)
col2 = f"[{torch_api}]({src_url})" if src_url else torch_api
col3 = f"[{paddle_api}]({dst_url})" if dst_url else paddle_api
rows.append((torch_api, col2, col3, "-"))
- # 遍历docs_mapping,查找满足条件的额外API对
- for src_api, item in docs_mapping.items():
- mapping_type = item.get("mapping_type", "")
- dst_api = item.get("dst_api", "")
-
- # 检查条件:mapping_type为"无参数"或"参数完全一致",且src_api以"torch"开头,替换后与dst_api相同,且不在no_need_convert_list中
- if (mapping_type in ["无参数", "参数完全一致"]) and src_api.startswith(
- "torch"
- ):
- expected_paddle_api = src_api.replace("torch", "paddle")
- if "__" in src_api:
- src_api = src_api.replace("_", r"\_")
- dst_api = dst_api.replace("_", r"\_")
- if (
- expected_paddle_api == dst_api
- and src_api not in used_apis
- and src_api not in white_list
- ):
- used_apis.add(src_api) # 标记该API已处理
- existing_apis.add(src_api)
-
- src_url = item.get("src_api_url")
- dst_url = item.get("dst_api_url")
-
- src_api_display = escape_underscores_in_api(src_api)
- dst_api_display = escape_underscores_in_api(dst_api)
-
- col2 = f"[{src_api_display}]({src_url})" if src_url else src_api
- col3 = f"[{dst_api_display}]({dst_url})" if dst_url else dst_api
- rows.append((src_api, col2, col3, "-"))
-
# 生成Markdown表格字符串
table_lines = [
"| 序号 | Pytorch 最新 release | Paddle develop | 备注 |",
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 e77afccacd3..e907c9b2002 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
@@ -1,11 +1,18 @@
import argparse
import os
import re
+import time
+import requests
from collections import defaultdict
+from concurrent.futures import ThreadPoolExecutor, as_completed
# 默认文件路径
DEFAULT_FILE_PATH = "/workspace/paddleDocs/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md"
+# 用户代理头,模拟浏览器访问
+HEADERS = {
+ 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36'
+}
def parse_toc(lines):
"""
@@ -252,6 +259,123 @@ def check_links_exist(categories):
return warnings
+def extract_all_urls(categories):
+ """
+ 从所有类别中提取所有URL及其上下文信息
+ """
+ urls_with_context = []
+
+ for category in categories:
+ for row_idx, row in enumerate(category["table"]):
+ # 提取Pytorch列链接
+ pytorch_links = extract_links(row["pytorch"])
+ for link_text, url in pytorch_links:
+ urls_with_context.append({
+ "url": url,
+ "category_id": category["id"],
+ "category_name": category["name"],
+ "row_index": row_idx + 1,
+ "column": "Pytorch",
+ "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx+1} 行)"
+ })
+
+ # 提取Paddle列链接
+ paddle_links = extract_links(row["paddle"])
+ for link_text, url in paddle_links:
+ urls_with_context.append({
+ "url": url,
+ "category_id": category["id"],
+ "category_name": category["name"],
+ "row_index": row_idx + 1,
+ "column": "Paddle",
+ "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx+1} 行)"
+ })
+
+ # 提取Note列链接
+ note_links = extract_links(row["note"])
+ for link_text, url in note_links:
+ urls_with_context.append({
+ "url": url,
+ "category_id": category["id"],
+ "category_name": category["name"],
+ "row_index": row_idx + 1,
+ "column": "Note",
+ "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx+1} 行)"
+ })
+
+ return urls_with_context
+
+
+def check_url_availability(url_info, timeout=10):
+ """
+ 检查单个URL的可用性,返回结果和错误信息
+ """
+ url = url_info["url"]
+
+ # 跳过非HTTP(S)协议的URL
+ if not url.startswith(("http://", "https://")):
+ return url_info, False, f"不支持的协议: {url.split(':')[0]}"
+
+ try:
+ # 使用HEAD方法检查URL可用性(节省带宽和时间)
+ response = requests.head(
+ url,
+ headers=HEADERS,
+ timeout=timeout,
+ allow_redirects=True
+ )
+
+ # 检查HTTP状态码
+ if response.status_code == 200:
+ return url_info, True, "可用"
+ elif 300 <= response.status_code < 400:
+ return url_info, True, f"重定向({response.status_code})"
+ else:
+ return url_info, False, f"HTTP错误({response.status_code})"
+
+ except requests.exceptions.Timeout:
+ return url_info, False, "请求超时"
+ except requests.exceptions.ConnectionError:
+ return url_info, False, "连接错误"
+ except requests.exceptions.TooManyRedirects:
+ return url_info, False, "重定向过多"
+ except requests.exceptions.RequestException as e:
+ return url_info, False, f"请求异常: {str(e)}"
+ except Exception as e:
+ return url_info, False, f"未知错误: {str(e)}"
+
+
+def check_all_urls(urls_with_context, max_workers=20):
+ """
+ 使用线程池并发检查所有URL的可用性
+ """
+ unavailable_urls = []
+
+ print(f"开始检查 {len(urls_with_context)} 个URL的可用性...")
+ start_time = time.time()
+
+ with ThreadPoolExecutor(max_workers=max_workers) as executor:
+ # 提交所有URL检查任务
+ future_to_url = {
+ executor.submit(check_url_availability, url_info): url_info
+ for url_info in urls_with_context
+ }
+
+ # 处理完成的任务
+ for future in as_completed(future_to_url):
+ url_info, is_available, message = future.result()
+ if not is_available:
+ # 添加详细错误信息
+ url_info["error"] = message
+ unavailable_urls.append(url_info)
+
+ elapsed_time = time.time() - start_time
+ print(f"URL检查完成,耗时: {elapsed_time:.2f}秒")
+ print(f"发现 {len(unavailable_urls)} 个不可用URL")
+
+ return unavailable_urls
+
+
def main():
parser = argparse.ArgumentParser(description="Markdown 文件校验工具")
parser.add_argument(
@@ -331,7 +455,34 @@ def main():
# 如果没有警告,输出成功信息
if not toc_warnings and not unique_warnings and not link_warnings:
print("所有校验通过,没有发现警告!")
+
+ # 新增:检查URL可用性
+ print("\n开始URL可用性检查...")
+ urls_with_context = extract_all_urls(categories)
+
+ if not urls_with_context:
+ print("未找到需要检查的URL")
+ return
+
+ # 检查所有URL的可用性
+ unavailable_urls = check_all_urls(urls_with_context)
+
+ # 输出不可用URL的警告
+ if unavailable_urls:
+ output_path = os.path.join(tools_dir, "url_available_warning.txt")
+ with open(output_path, "w", encoding="utf-8") as f:
+ f.write("URL可用性校验警告:\n\n")
+ for url_info in unavailable_urls:
+ f.write(f"URL: {url_info['url']}\n")
+ f.write(f"位置: 类别 {url_info['category_id']}.{url_info['category_name']} ")
+ f.write(f"第 {url_info['row_index']} 行 {url_info['column']}列\n")
+ f.write(f"上下文: {url_info['context']}\n")
+ f.write(f"错误: {url_info['error']}\n")
+ f.write("-" * 80 + "\n")
+ print(f"生成 {output_path},包含 {len(unavailable_urls)} 个不可用URL警告")
+ else:
+ print("所有URL均可用,未发现不可用链接")
if __name__ == "__main__":
- main()
+ main()
\ No newline at end of file
From 8b0b8ba690dbd727445e675e5434abce857a0969 Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Mon, 29 Sep 2025 10:17:41 +0000
Subject: [PATCH 11/14] =?UTF-8?q?=E5=88=A0=E9=99=A43-12=E7=B1=BB=E5=88=AB?=
=?UTF-8?q?=E4=B8=8B=E7=AC=AC1=E7=B1=BB=20api=20=E7=9A=84=E5=B7=AE?=
=?UTF-8?q?=E5=BC=82=E6=96=87=E6=A1=A3=EF=BC=8C=E5=AE=9E=E7=8E=B0=E7=AC=AC?=
=?UTF-8?q?1=E7=B1=BBttorch=20api=20=E7=9A=84url=E8=87=AA=E5=8A=A8?=
=?UTF-8?q?=E7=94=9F=E6=88=90?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.../pytorch_api_mapping_cn.md | 56 +++++++++----------
.../tools/generate_pytorch_api_mapping.py | 15 ++---
2 files changed, 32 insertions(+), 39 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 d6824c0f044..eaad11c4b9a 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
@@ -379,8 +379,8 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 330 | [torch.Tensor.trunc](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.trunc) | paddle.Tensor.trunc | - |
| 331 | [torch.Tensor.trunc_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.trunc_) | paddle.Tensor.trunc_ | - |
| 332 | [torch.Tensor.values](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.values) | paddle.Tensor.values | - |
-| 333 | [torch.\_\_version\_\_](https://pytorch.org/docs/stable/generated/torch.\_\_version\_\_.html) | paddle.\_\_version\_\_ | - |
-| 334 | [torch.\_\_version\_\_.split](https://pytorch.org/docs/stable/generated/torch.\_\_version\_\_.split.html) | paddle.\_\_version\_\_.split | - |
+| 333 | [torch.\_\_version\_\_](https://pytorch.org/docs/stable/generated/torch.__version__.html) | paddle.\_\_version\_\_ | - |
+| 334 | [torch.\_\_version\_\_.split](https://pytorch.org/docs/stable/generated/torch.__version__.split.html) | paddle.\_\_version\_\_.split | - |
| 335 | [torch.diag_embed](https://pytorch.org/docs/stable/generated/torch.diag_embed.html) | paddle.diag_embed | - |
| 336 | [torch.distributed.ReduceOp.MAX](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.MAX.html) | paddle.distributed.ReduceOp.MAX | - |
| 337 | [torch.distributed.ReduceOp.MIN](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.MIN.html) | paddle.distributed.ReduceOp.MIN | - |
@@ -413,20 +413,20 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 364 | [torch.Tensor.element_size](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.element_size) | paddle.Tensor.element_size | - |
| 365 | [torch.Tensor.view_as](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.view_as) | paddle.Tensor.view_as | - |
| 366 | [torch.dtype](https://pytorch.org/docs/stable/generated/torch.dtype.html) | paddle.dtype | - |
-| 367 | [torch.Tensor.\_\_and\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_and\_\_) | paddle.Tensor.\_\_and\_\_ | - |
-| 368 | [torch.Tensor.\_\_array\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_array\_\_) | paddle.Tensor.\_\_array\_\_ | - |
-| 369 | [torch.Tensor.\_\_bool\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_bool\_\_) | paddle.Tensor.\_\_bool\_\_ | - |
-| 370 | [torch.Tensor.\_\_eq\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_eq\_\_) | paddle.Tensor.\_\_eq\_\_ | - |
-| 371 | [torch.Tensor.\_\_format\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_format\_\_) | paddle.Tensor.\_\_format\_\_ | - |
-| 372 | [torch.Tensor.\_\_getitem\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_getitem\_\_) | paddle.Tensor.\_\_getitem\_\_ | - |
-| 373 | [torch.Tensor.\_\_index\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_index\_\_) | paddle.Tensor.\_\_index\_\_ | - |
-| 374 | [torch.Tensor.\_\_invert\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_invert\_\_) | paddle.Tensor.\_\_invert\_\_ | - |
-| 375 | [torch.Tensor.\_\_len\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_len\_\_) | paddle.Tensor.\_\_len\_\_ | - |
-| 376 | [torch.Tensor.\_\_or\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_or\_\_) | paddle.Tensor.\_\_or\_\_ | - |
-| 377 | [torch.Tensor.\_\_rpow\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_rpow\_\_) | paddle.Tensor.\_\_rpow\_\_ | - |
-| 378 | [torch.Tensor.\_\_rsub\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_rsub\_\_) | paddle.Tensor.\_\_rsub\_\_ | - |
-| 379 | [torch.Tensor.\_\_rtruediv\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_rtruediv\_\_) | paddle.Tensor.\_\_rtruediv\_\_ | - |
-| 380 | [torch.Tensor.\_\_setitem\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_setitem\_\_) | paddle.Tensor.\_\_setitem\_\_ | - |
+| 367 | [torch.Tensor.\_\_and\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__and__) | paddle.Tensor.\_\_and\_\_ | - |
+| 368 | [torch.Tensor.\_\_array\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__array__) | paddle.Tensor.\_\_array\_\_ | - |
+| 369 | [torch.Tensor.\_\_bool\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__bool__) | paddle.Tensor.\_\_bool\_\_ | - |
+| 370 | [torch.Tensor.\_\_eq\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__eq__) | paddle.Tensor.\_\_eq\_\_ | - |
+| 371 | [torch.Tensor.\_\_format\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__format__) | paddle.Tensor.\_\_format\_\_ | - |
+| 372 | [torch.Tensor.\_\_getitem\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__getitem__) | paddle.Tensor.\_\_getitem\_\_ | - |
+| 373 | [torch.Tensor.\_\_index\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__index__) | paddle.Tensor.\_\_index\_\_ | - |
+| 374 | [torch.Tensor.\_\_invert\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__invert__) | paddle.Tensor.\_\_invert\_\_ | - |
+| 375 | [torch.Tensor.\_\_len\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__len__) | paddle.Tensor.\_\_len\_\_ | - |
+| 376 | [torch.Tensor.\_\_or\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__or__) | paddle.Tensor.\_\_or\_\_ | - |
+| 377 | [torch.Tensor.\_\_rpow\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__rpow__) | paddle.Tensor.\_\_rpow\_\_ | - |
+| 378 | [torch.Tensor.\_\_rsub\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__rsub__) | paddle.Tensor.\_\_rsub\_\_ | - |
+| 379 | [torch.Tensor.\_\_rtruediv\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__rtruediv__) | paddle.Tensor.\_\_rtruediv\_\_ | - |
+| 380 | [torch.Tensor.\_\_setitem\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__setitem__) | paddle.Tensor.\_\_setitem\_\_ | - |
| 381 | [torch.matmul](https://pytorch.org/docs/stable/generated/torch.matmul.html) | paddle.matmul | - |
| 382 | [torch.linalg.matmul](https://pytorch.org/docs/stable/generated/torch.linalg.matmul.html) | paddle.linalg.matmul | - |
| 383 | [torch.mul_](https://pytorch.org/docs/stable/generated/torch.mul_.html) | paddle.mul_ | - |
@@ -534,18 +534,18 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 485 | [torch.Tensor.requires_grad](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.requires_grad) | paddle.Tensor.requires_grad | - |
| 486 | [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.data) | paddle.Tensor.data | - |
| 487 | [torch.Tensor.cpu](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cpu) | paddle.Tensor.cpu | - |
-| 488 | [torch.Tensor.\_\_add\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_add\_\_) | paddle.Tensor.\_\_add\_\_ | - |
-| 489 | [torch.Tensor.\_\_ge\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_ge\_\_) | paddle.Tensor.\_\_ge\_\_ | - |
-| 490 | [torch.Tensor.\_\_gt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_gt\_\_) | paddle.Tensor.\_\_gt\_\_ | - |
-| 491 | [torch.Tensor.\_\_le\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_le\_\_) | paddle.Tensor.\_\_le\_\_ | - |
-| 492 | [torch.Tensor.\_\_lt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_lt\_\_) | paddle.Tensor.\_\_lt\_\_ | - |
-| 493 | [torch.Tensor.\_\_mul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_mul\_\_) | paddle.Tensor.\_\_mul\_\_ | - |
-| 494 | [torch.Tensor.\_\_ne\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_ne\_\_) | paddle.Tensor.\_\_ne\_\_ | - |
-| 495 | [torch.Tensor.\_\_neg\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_neg\_\_) | paddle.Tensor.\_\_neg\_\_ | - |
-| 496 | [torch.Tensor.\_\_radd\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_radd\_\_) | paddle.Tensor.\_\_radd\_\_ | - |
-| 497 | [torch.Tensor.\_\_rmul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_rmul\_\_) | paddle.Tensor.\_\_rmul\_\_ | - |
-| 498 | [torch.Tensor.\_\_sub\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_sub\_\_) | paddle.Tensor.\_\_sub\_\_ | - |
-| 499 | [torch.Tensor.\_\_reduce\_ex\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.\_\_reduce\_ex\_\_) | paddle.Tensor.\_\_reduce\_ex\_\_ | - |
+| 488 | [torch.Tensor.\_\_add\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__add__) | paddle.Tensor.\_\_add\_\_ | - |
+| 489 | [torch.Tensor.\_\_ge\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__ge__) | paddle.Tensor.\_\_ge\_\_ | - |
+| 490 | [torch.Tensor.\_\_gt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__gt__) | paddle.Tensor.\_\_gt\_\_ | - |
+| 491 | [torch.Tensor.\_\_le\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__le__) | paddle.Tensor.\_\_le\_\_ | - |
+| 492 | [torch.Tensor.\_\_lt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__lt__) | paddle.Tensor.\_\_lt\_\_ | - |
+| 493 | [torch.Tensor.\_\_mul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__mul__) | paddle.Tensor.\_\_mul\_\_ | - |
+| 494 | [torch.Tensor.\_\_ne\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__ne__) | paddle.Tensor.\_\_ne\_\_ | - |
+| 495 | [torch.Tensor.\_\_neg\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__neg__) | paddle.Tensor.\_\_neg\_\_ | - |
+| 496 | [torch.Tensor.\_\_radd\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__radd__) | paddle.Tensor.\_\_radd\_\_ | - |
+| 497 | [torch.Tensor.\_\_rmul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__rmul__) | paddle.Tensor.\_\_rmul\_\_ | - |
+| 498 | [torch.Tensor.\_\_sub\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__sub__) | paddle.Tensor.\_\_sub\_\_ | - |
+| 499 | [torch.Tensor.\_\_reduce\_ex\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__reduce_ex__) | paddle.Tensor.\_\_reduce\_ex\_\_ | - |
| 500 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html) | paddle.from_numpy | - |
| 501 | [torch.greater](https://pytorch.org/docs/stable/generated/torch.greater.html) | paddle.greater | - |
| 502 | [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html) | paddle.nn.functional.layer_norm | - |
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 6da14a7a263..ead800f2482 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
@@ -16,7 +16,9 @@ def get_pytorch_url(torch_api: str) -> str:
返回:
对应 stable 版本文档的 URL 字符串
"""
+
base_url = "https://pytorch.org/docs/stable"
+ torch_api = torch_api.replace(r"\_", "_")
# 特殊处理 torch.Tensor 的方法和属性
if torch_api.startswith("torch.Tensor."):
@@ -259,17 +261,7 @@ def generate_category1_table(
"""
生成类别1(API完全一致)的Markdown表格
"""
- white_list = [
- "torch.Tensor.imag",
- "torch.Tensor.is_coalesced",
- "torch.Tensor.is_sparse",
- "torch.Tensor.is_sparse_csr",
- "torch.Tensor.logical_not_",
- "torch.Tensor.real",
- "torch.iinfo",
- "torch.nn.utils.clip_grad_norm_",
- "torch.nn.utils.clip_grad_value_",
- ]
+ white_list = []
no_need_convert_list = extract_no_need_convert_list(
no_need_convert_file_path
@@ -280,6 +272,7 @@ def generate_category1_table(
# 处理no_need_convert_list中的每个Torch API
for torch_api in no_need_convert_list:
+ existing_apis.add(torch_api)
if "__" in torch_api:
torch_api = torch_api.replace("_", r"\_")
if torch_api in used_apis:
From ae68885655bb15759d222e77d85d924e5f337f39 Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Tue, 30 Sep 2025 05:50:46 +0000
Subject: [PATCH 12/14] =?UTF-8?q?=E6=81=A2=E5=A4=8D=E7=8A=B6=E6=80=81?=
=?UTF-8?q?=EF=BC=8C=E4=B8=8Epaconvert=E4=BB=A3=E7=A0=81=E5=90=8C=E6=AD=A5?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.../pytorch_api_mapping_cn.md | 1920 ++++++++---------
.../tools/generate_pytorch_api_mapping.py | 85 +-
2 files changed, 1005 insertions(+), 1000 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 eaad11c4b9a..e96046d99ca 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
@@ -59,67 +59,67 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 10 | [torch.Tensor.short](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.short) | paddle.Tensor.short | - |
| 11 | [torch.Tensor.cfloat](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cfloat) | paddle.Tensor.cfloat | - |
| 12 | [torch.Tensor.cdouble](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cdouble) | paddle.Tensor.cdouble | - |
-| 13 | [torch.nn.init.calculate_gain](https://pytorch.org/docs/stable/generated/torch.nn.init.calculate_gain.html) | paddle.nn.init.calculate_gain | - |
-| 14 | [torch.nn.init.constant_](https://pytorch.org/docs/stable/generated/torch.nn.init.constant_.html) | paddle.nn.init.constant_ | - |
-| 15 | [torch.nn.init.dirac_](https://pytorch.org/docs/stable/generated/torch.nn.init.dirac_.html) | paddle.nn.init.dirac_ | - |
-| 16 | [torch.nn.init.eye_](https://pytorch.org/docs/stable/generated/torch.nn.init.eye_.html) | paddle.nn.init.eye_ | - |
-| 17 | [torch.nn.init.kaiming_normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.kaiming_normal_.html) | paddle.nn.init.kaiming_normal_ | - |
-| 18 | [torch.nn.init.kaiming_uniform_](https://pytorch.org/docs/stable/generated/torch.nn.init.kaiming_uniform_.html) | paddle.nn.init.kaiming_uniform_ | - |
-| 19 | [torch.nn.init.normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.normal_.html) | paddle.nn.init.normal_ | - |
-| 20 | [torch.nn.init.ones_](https://pytorch.org/docs/stable/generated/torch.nn.init.ones_.html) | paddle.nn.init.ones_ | - |
-| 21 | [torch.nn.init.orthogonal_](https://pytorch.org/docs/stable/generated/torch.nn.init.orthogonal_.html) | paddle.nn.init.orthogonal_ | - |
-| 22 | [torch.nn.init.trunc_normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.trunc_normal_.html) | paddle.nn.init.trunc_normal_ | - |
-| 23 | [torch.nn.init.uniform_](https://pytorch.org/docs/stable/generated/torch.nn.init.uniform_.html) | paddle.nn.init.uniform_ | - |
-| 24 | [torch.nn.init.xavier_normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.xavier_normal_.html) | paddle.nn.init.xavier_normal_ | - |
-| 25 | [torch.nn.init.xavier_uniform_](https://pytorch.org/docs/stable/generated/torch.nn.init.xavier_uniform_.html) | paddle.nn.init.xavier_uniform_ | - |
-| 26 | [torch.nn.init.zeros_](https://pytorch.org/docs/stable/generated/torch.nn.init.zeros_.html) | paddle.nn.init.zeros_ | - |
-| 27 | [torch.nn.Conv1d](https://pytorch.org/docs/stable/generated/torch.nn.Conv1d.html) | paddle.nn.Conv1d | - |
-| 28 | [torch.nn.Conv2d](https://pytorch.org/docs/stable/generated/torch.nn.Conv2d.html) | paddle.nn.Conv2d | - |
-| 29 | [torch.nn.Conv3d](https://pytorch.org/docs/stable/generated/torch.nn.Conv3d.html) | paddle.nn.Conv3d | - |
-| 30 | [torch.nn.Embedding](https://pytorch.org/docs/stable/generated/torch.nn.Embedding.html) | paddle.nn.Embedding | - |
-| 31 | [torch.complex](https://pytorch.org/docs/stable/generated/torch.complex.html) | paddle.complex | - |
-| 32 | [torch.polar](https://pytorch.org/docs/stable/generated/torch.polar.html) | paddle.polar | - |
-| 33 | [torch.cat](https://pytorch.org/docs/stable/generated/torch.cat.html) | paddle.cat | - |
-| 34 | [torch.stack](https://pytorch.org/docs/stable/generated/torch.stack.html) | paddle.stack | - |
-| 35 | [torch.swapaxes](https://pytorch.org/docs/stable/generated/torch.swapaxes.html) | paddle.swapaxes | - |
-| 36 | [torch.swapdims](https://pytorch.org/docs/stable/generated/torch.swapdims.html) | paddle.swapdims | - |
-| 37 | [torch.where](https://pytorch.org/docs/stable/generated/torch.where.html) | paddle.where | - |
-| 38 | [torch.clamp](https://pytorch.org/docs/stable/generated/torch.clamp.html) | paddle.clamp | - |
-| 39 | [torch.clip](https://pytorch.org/docs/stable/generated/torch.clip.html) | paddle.clip | - |
-| 40 | [torch.cos](https://pytorch.org/docs/stable/generated/torch.cos.html) | paddle.cos | - |
-| 41 | [torch.floor](https://pytorch.org/docs/stable/generated/torch.floor.html) | paddle.floor | - |
-| 42 | [torch.log](https://pytorch.org/docs/stable/generated/torch.log.html) | paddle.log | - |
-| 43 | [torch.mul](https://pytorch.org/docs/stable/generated/torch.mul.html) | paddle.mul | - |
-| 44 | [torch.multiply](https://pytorch.org/docs/stable/generated/torch.multiply.html) | paddle.multiply | - |
-| 45 | [torch.pow](https://pytorch.org/docs/stable/generated/torch.pow.html) | paddle.pow | - |
-| 46 | [torch.rsqrt](https://pytorch.org/docs/stable/generated/torch.rsqrt.html) | paddle.rsqrt | - |
-| 47 | [torch.sign](https://pytorch.org/docs/stable/generated/torch.sign.html) | paddle.sign | - |
-| 48 | [torch.sin](https://pytorch.org/docs/stable/generated/torch.sin.html) | paddle.sin | - |
-| 49 | [torch.eq](https://pytorch.org/docs/stable/generated/torch.eq.html) | paddle.eq | - |
-| 50 | [torch.gt](https://pytorch.org/docs/stable/generated/torch.gt.html) | paddle.gt | - |
-| 51 | [torch.view_as_real](https://pytorch.org/docs/stable/generated/torch.view_as_real.html) | paddle.view_as_real | - |
-| 52 | [torch.view_as_complex](https://pytorch.org/docs/stable/generated/torch.view_as_complex.html) | paddle.view_as_complex | - |
-| 53 | [torch.ger](https://pytorch.org/docs/stable/generated/torch.ger.html) | paddle.ger | - |
+| 13 | [torch.nn.init.calculate_gain](https://pytorch.org/docs/stable/generated/torch.nn.init.calculate_gain.html#torch.nn.init.calculate_gain) | paddle.nn.init.calculate_gain | - |
+| 14 | [torch.nn.init.constant_](https://pytorch.org/docs/stable/generated/torch.nn.init.constant_.html#torch.nn.init.constant_) | paddle.nn.init.constant_ | - |
+| 15 | [torch.nn.init.dirac_](https://pytorch.org/docs/stable/generated/torch.nn.init.dirac_.html#torch.nn.init.dirac_) | paddle.nn.init.dirac_ | - |
+| 16 | [torch.nn.init.eye_](https://pytorch.org/docs/stable/generated/torch.nn.init.eye_.html#torch.nn.init.eye_) | paddle.nn.init.eye_ | - |
+| 17 | [torch.nn.init.kaiming_normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.kaiming_normal_.html#torch.nn.init.kaiming_normal_) | paddle.nn.init.kaiming_normal_ | - |
+| 18 | [torch.nn.init.kaiming_uniform_](https://pytorch.org/docs/stable/generated/torch.nn.init.kaiming_uniform_.html#torch.nn.init.kaiming_uniform_) | paddle.nn.init.kaiming_uniform_ | - |
+| 19 | [torch.nn.init.normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.normal_.html#torch.nn.init.normal_) | paddle.nn.init.normal_ | - |
+| 20 | [torch.nn.init.ones_](https://pytorch.org/docs/stable/generated/torch.nn.init.ones_.html#torch.nn.init.ones_) | paddle.nn.init.ones_ | - |
+| 21 | [torch.nn.init.orthogonal_](https://pytorch.org/docs/stable/generated/torch.nn.init.orthogonal_.html#torch.nn.init.orthogonal_) | paddle.nn.init.orthogonal_ | - |
+| 22 | [torch.nn.init.trunc_normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.trunc_normal_.html#torch.nn.init.trunc_normal_) | paddle.nn.init.trunc_normal_ | - |
+| 23 | [torch.nn.init.uniform_](https://pytorch.org/docs/stable/generated/torch.nn.init.uniform_.html#torch.nn.init.uniform_) | paddle.nn.init.uniform_ | - |
+| 24 | [torch.nn.init.xavier_normal_](https://pytorch.org/docs/stable/generated/torch.nn.init.xavier_normal_.html#torch.nn.init.xavier_normal_) | paddle.nn.init.xavier_normal_ | - |
+| 25 | [torch.nn.init.xavier_uniform_](https://pytorch.org/docs/stable/generated/torch.nn.init.xavier_uniform_.html#torch.nn.init.xavier_uniform_) | paddle.nn.init.xavier_uniform_ | - |
+| 26 | [torch.nn.init.zeros_](https://pytorch.org/docs/stable/generated/torch.nn.init.zeros_.html#torch.nn.init.zeros_) | paddle.nn.init.zeros_ | - |
+| 27 | [torch.nn.Conv1d](https://pytorch.org/docs/stable/generated/torch.nn.Conv1d.html#torch.nn.Conv1d) | paddle.nn.Conv1d | - |
+| 28 | [torch.nn.Conv2d](https://pytorch.org/docs/stable/generated/torch.nn.Conv2d.html#torch.nn.Conv2d) | paddle.nn.Conv2d | - |
+| 29 | [torch.nn.Conv3d](https://pytorch.org/docs/stable/generated/torch.nn.Conv3d.html#torch.nn.Conv3d) | paddle.nn.Conv3d | - |
+| 30 | [torch.nn.Embedding](https://pytorch.org/docs/stable/generated/torch.nn.Embedding.html#torch.nn.Embedding) | paddle.nn.Embedding | - |
+| 31 | [torch.complex](https://pytorch.org/docs/stable/torch.html#torch.complex) | paddle.complex | - |
+| 32 | [torch.polar](https://pytorch.org/docs/stable/torch.html#torch.polar) | paddle.polar | - |
+| 33 | [torch.cat](https://pytorch.org/docs/stable/torch.html#torch.cat) | paddle.cat | - |
+| 34 | [torch.stack](https://pytorch.org/docs/stable/torch.html#torch.stack) | paddle.stack | - |
+| 35 | [torch.swapaxes](https://pytorch.org/docs/stable/torch.html#torch.swapaxes) | paddle.swapaxes | - |
+| 36 | [torch.swapdims](https://pytorch.org/docs/stable/torch.html#torch.swapdims) | paddle.swapdims | - |
+| 37 | [torch.where](https://pytorch.org/docs/stable/torch.html#torch.where) | paddle.where | - |
+| 38 | [torch.clamp](https://pytorch.org/docs/stable/torch.html#torch.clamp) | paddle.clamp | - |
+| 39 | [torch.clip](https://pytorch.org/docs/stable/torch.html#torch.clip) | paddle.clip | - |
+| 40 | [torch.cos](https://pytorch.org/docs/stable/torch.html#torch.cos) | paddle.cos | - |
+| 41 | [torch.floor](https://pytorch.org/docs/stable/torch.html#torch.floor) | paddle.floor | - |
+| 42 | [torch.log](https://pytorch.org/docs/stable/torch.html#torch.log) | paddle.log | - |
+| 43 | [torch.mul](https://pytorch.org/docs/stable/torch.html#torch.mul) | paddle.mul | - |
+| 44 | [torch.multiply](https://pytorch.org/docs/stable/torch.html#torch.multiply) | paddle.multiply | - |
+| 45 | [torch.pow](https://pytorch.org/docs/stable/torch.html#torch.pow) | paddle.pow | - |
+| 46 | [torch.rsqrt](https://pytorch.org/docs/stable/torch.html#torch.rsqrt) | paddle.rsqrt | - |
+| 47 | [torch.sign](https://pytorch.org/docs/stable/torch.html#torch.sign) | paddle.sign | - |
+| 48 | [torch.sin](https://pytorch.org/docs/stable/torch.html#torch.sin) | paddle.sin | - |
+| 49 | [torch.eq](https://pytorch.org/docs/stable/torch.html#torch.eq) | paddle.eq | - |
+| 50 | [torch.gt](https://pytorch.org/docs/stable/torch.html#torch.gt) | paddle.gt | - |
+| 51 | [torch.view_as_real](https://pytorch.org/docs/stable/torch.html#torch.view_as_real) | paddle.view_as_real | - |
+| 52 | [torch.view_as_complex](https://pytorch.org/docs/stable/torch.html#torch.view_as_complex) | paddle.view_as_complex | - |
+| 53 | [torch.ger](https://pytorch.org/docs/stable/torch.html#torch.ger) | paddle.ger | - |
| 54 | [torch.Tensor.mul](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.mul) | paddle.Tensor.mul | - |
| 55 | [torch.Tensor.mul_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.mul_) | paddle.Tensor.mul_ | - |
| 56 | [torch.Tensor.swapaxes](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.swapaxes) | paddle.Tensor.swapaxes | - |
| 57 | [torch.Tensor.swapdims](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.swapdims) | paddle.Tensor.swapdims | - |
-| 58 | [torch.autograd.Function](https://pytorch.org/docs/stable/generated/torch.autograd.Function.html) | paddle.autograd.Function | - |
-| 59 | [torch.take_along_dim](https://pytorch.org/docs/stable/generated/torch.take_along_dim.html) | paddle.take_along_dim | - |
+| 58 | [torch.autograd.Function](https://pytorch.org/docs/stable/generated/torch.autograd.Function.html#torch.autograd.Function) | paddle.autograd.Function | - |
+| 59 | [torch.take_along_dim](https://pytorch.org/docs/stable/torch.html#torch.take_along_dim) | paddle.take_along_dim | - |
| 60 | [torch.Tensor.take_along_dim](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.take_along_dim) | paddle.Tensor.take_along_dim | - |
-| 61 | [torch.special.logsumexp](https://pytorch.org/docs/stable/generated/torch.special.logsumexp.html) | paddle.special.logsumexp | - |
-| 62 | [torch.argwhere](https://pytorch.org/docs/stable/generated/torch.argwhere.html) | paddle.argwhere | - |
-| 63 | [torch.concatenate](https://pytorch.org/docs/stable/generated/torch.concatenate.html) | paddle.concatenate | - |
-| 64 | [torch.is_autocast_enabled](https://pytorch.org/docs/stable/generated/torch.is_autocast_enabled.html) | paddle.is_autocast_enabled | - |
-| 65 | [torch.get_autocast_gpu_dtype](https://pytorch.org/docs/stable/generated/torch.get_autocast_gpu_dtype.html) | paddle.get_autocast_gpu_dtype | - |
-| 66 | [torch.cumsum](https://pytorch.org/docs/stable/generated/torch.cumsum.html) | paddle.cumsum | - |
-| 67 | [torch.diff](https://pytorch.org/docs/stable/generated/torch.diff.html) | paddle.diff | - |
-| 68 | [torch.nn.functional.dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout1d.html) | paddle.nn.functional.dropout1d | - |
-| 69 | [torch.nn.parameter.Parameter](https://pytorch.org/docs/stable/generated/torch.nn.parameter.Parameter.html) | paddle.nn.parameter.Parameter | - |
-| 70 | [torch.add](https://pytorch.org/docs/stable/generated/torch.add.html) | paddle.add | - |
-| 71 | [torch.div](https://pytorch.org/docs/stable/generated/torch.div.html) | paddle.div | - |
-| 72 | [torch.divide](https://pytorch.org/docs/stable/generated/torch.divide.html) | paddle.divide | - |
-| 73 | [torch.true_divide](https://pytorch.org/docs/stable/generated/torch.true_divide.html) | paddle.true_divide | - |
+| 61 | [torch.special.logsumexp](https://pytorch.org/docs/stable/generated/torch.special.logsumexp.html#torch.special.logsumexp) | paddle.special.logsumexp | - |
+| 62 | [torch.argwhere](https://pytorch.org/docs/stable/torch.html#torch.argwhere) | paddle.argwhere | - |
+| 63 | [torch.concatenate](https://pytorch.org/docs/stable/torch.html#torch.concatenate) | paddle.concatenate | - |
+| 64 | [torch.is_autocast_enabled](https://pytorch.org/docs/stable/torch.html#torch.is_autocast_enabled) | paddle.is_autocast_enabled | - |
+| 65 | [torch.get_autocast_gpu_dtype](https://pytorch.org/docs/stable/torch.html#torch.get_autocast_gpu_dtype) | paddle.get_autocast_gpu_dtype | - |
+| 66 | [torch.cumsum](https://pytorch.org/docs/stable/torch.html#torch.cumsum) | paddle.cumsum | - |
+| 67 | [torch.diff](https://pytorch.org/docs/stable/torch.html#torch.diff) | paddle.diff | - |
+| 68 | [torch.nn.functional.dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout1d.html#torch.nn.functional.dropout1d) | paddle.nn.functional.dropout1d | - |
+| 69 | [torch.nn.parameter.Parameter](https://pytorch.org/docs/stable/generated/torch.nn.parameter.Parameter.html#torch.nn.parameter.Parameter) | paddle.nn.parameter.Parameter | - |
+| 70 | [torch.add](https://pytorch.org/docs/stable/torch.html#torch.add) | paddle.add | - |
+| 71 | [torch.div](https://pytorch.org/docs/stable/torch.html#torch.div) | paddle.div | - |
+| 72 | [torch.divide](https://pytorch.org/docs/stable/torch.html#torch.divide) | paddle.divide | - |
+| 73 | [torch.true_divide](https://pytorch.org/docs/stable/torch.html#torch.true_divide) | paddle.true_divide | - |
| 74 | [torch.Tensor.add](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.add) | paddle.Tensor.add | - |
| 75 | [torch.Tensor.add_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.add_) | paddle.Tensor.add_ | - |
| 76 | [torch.Tensor.div](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.div) | paddle.Tensor.div | - |
@@ -127,106 +127,106 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 78 | [torch.Tensor.divide](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.divide) | paddle.Tensor.divide | - |
| 79 | [torch.Tensor.divide_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.divide_) | paddle.Tensor.divide_ | - |
| 80 | [torch.Tensor.true_divide](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.true_divide) | paddle.Tensor.true_divide | - |
-| 81 | [torch.Size](https://pytorch.org/docs/stable/generated/torch.Size.html) | paddle.Size | - |
+| 81 | [torch.Size](https://pytorch.org/docs/stable/torch.html#torch.Size) | paddle.Size | - |
| 82 | [torch.Tensor.is_cuda](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.is_cuda) | paddle.Tensor.is_cuda | - |
-| 83 | [torch.sub](https://pytorch.org/docs/stable/generated/torch.sub.html) | paddle.sub | - |
+| 83 | [torch.sub](https://pytorch.org/docs/stable/torch.html#torch.sub) | paddle.sub | - |
| 84 | [torch.Tensor.sub](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sub) | paddle.Tensor.sub | - |
| 85 | [torch.Tensor.sub_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sub_) | paddle.Tensor.sub_ | - |
| 86 | [torch.Tensor.random_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.random_) | paddle.Tensor.random_ | - |
-| 87 | [torch.range](https://pytorch.org/docs/stable/generated/torch.range.html) | paddle.range | - |
-| 88 | [torch.arange](https://pytorch.org/docs/stable/generated/torch.arange.html) | paddle.arange | - |
-| 89 | [torch.randn](https://pytorch.org/docs/stable/generated/torch.randn.html) | paddle.randn | - |
-| 90 | [torch.zeros](https://pytorch.org/docs/stable/generated/torch.zeros.html) | paddle.zeros | - |
-| 91 | [torch.ones](https://pytorch.org/docs/stable/generated/torch.ones.html) | paddle.ones | - |
-| 92 | [torch.full](https://pytorch.org/docs/stable/generated/torch.full.html) | paddle.full | - |
-| 93 | [torch.empty](https://pytorch.org/docs/stable/generated/torch.empty.html) | paddle.empty | - |
-| 94 | [torch.zeros_like](https://pytorch.org/docs/stable/generated/torch.zeros_like.html) | paddle.zeros_like | - |
-| 95 | [torch.ones_like](https://pytorch.org/docs/stable/generated/torch.ones_like.html) | paddle.ones_like | - |
-| 96 | [torch.full_like](https://pytorch.org/docs/stable/generated/torch.full_like.html) | paddle.full_like | - |
-| 97 | [torch.empty_like](https://pytorch.org/docs/stable/generated/torch.empty_like.html) | paddle.empty_like | - |
+| 87 | [torch.range](https://pytorch.org/docs/stable/torch.html#torch.range) | paddle.range | - |
+| 88 | [torch.arange](https://pytorch.org/docs/stable/torch.html#torch.arange) | paddle.arange | - |
+| 89 | [torch.randn](https://pytorch.org/docs/stable/torch.html#torch.randn) | paddle.randn | - |
+| 90 | [torch.zeros](https://pytorch.org/docs/stable/torch.html#torch.zeros) | paddle.zeros | - |
+| 91 | [torch.ones](https://pytorch.org/docs/stable/torch.html#torch.ones) | paddle.ones | - |
+| 92 | [torch.full](https://pytorch.org/docs/stable/torch.html#torch.full) | paddle.full | - |
+| 93 | [torch.empty](https://pytorch.org/docs/stable/torch.html#torch.empty) | paddle.empty | - |
+| 94 | [torch.zeros_like](https://pytorch.org/docs/stable/torch.html#torch.zeros_like) | paddle.zeros_like | - |
+| 95 | [torch.ones_like](https://pytorch.org/docs/stable/torch.html#torch.ones_like) | paddle.ones_like | - |
+| 96 | [torch.full_like](https://pytorch.org/docs/stable/torch.html#torch.full_like) | paddle.full_like | - |
+| 97 | [torch.empty_like](https://pytorch.org/docs/stable/torch.html#torch.empty_like) | paddle.empty_like | - |
| 98 | [torch.Tensor.new_zeros](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.new_zeros) | paddle.Tensor.new_zeros | - |
| 99 | [torch.Tensor.new_ones](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.new_ones) | paddle.Tensor.new_ones | - |
| 100 | [torch.Tensor.new_full](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.new_full) | paddle.Tensor.new_full | - |
| 101 | [torch.Tensor.new_empty](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.new_empty) | paddle.Tensor.new_empty | - |
-| 102 | [torch.eye](https://pytorch.org/docs/stable/generated/torch.eye.html) | paddle.eye | - |
-| 103 | [torch.cuda.cudart](https://pytorch.org/docs/stable/generated/torch.cuda.cudart.html) | paddle.cuda.cudart | - |
-| 104 | [torch.cuda.check_error](https://pytorch.org/docs/stable/generated/torch.cuda.check_error.html) | paddle.cuda.check_error | - |
-| 105 | [torch.cuda.mem_get_info](https://pytorch.org/docs/stable/generated/torch.cuda.mem_get_info.html) | paddle.cuda.mem_get_info | - |
-| 106 | [torch.cuda.is_initialized](https://pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html) | paddle.cuda.is_initialized | - |
-| 107 | [torch.permute](https://pytorch.org/docs/stable/generated/torch.permute.html) | paddle.permute | - |
+| 102 | [torch.eye](https://pytorch.org/docs/stable/torch.html#torch.eye) | paddle.eye | - |
+| 103 | [torch.cuda.cudart](https://pytorch.org/docs/stable/generated/torch.cuda.cudart.html#torch.cuda.cudart) | paddle.cuda.cudart | - |
+| 104 | [torch.cuda.check_error](https://pytorch.org/docs/stable/generated/torch.cuda.check_error.html#torch.cuda.check_error) | paddle.cuda.check_error | - |
+| 105 | [torch.cuda.mem_get_info](https://pytorch.org/docs/stable/generated/torch.cuda.mem_get_info.html#torch.cuda.mem_get_info) | paddle.cuda.mem_get_info | - |
+| 106 | [torch.cuda.is_initialized](https://pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch.cuda.is_initialized) | paddle.cuda.is_initialized | - |
+| 107 | [torch.permute](https://pytorch.org/docs/stable/torch.html#torch.permute) | paddle.permute | - |
| 108 | [torch.Tensor.permute](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.permute) | paddle.Tensor.permute | - |
-| 109 | [torch.repeat_interleave](https://pytorch.org/docs/stable/generated/torch.repeat_interleave.html) | paddle.repeat_interleave | - |
+| 109 | [torch.repeat_interleave](https://pytorch.org/docs/stable/torch.html#torch.repeat_interleave) | paddle.repeat_interleave | - |
| 110 | [torch.Tensor.repeat_interleave](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.repeat_interleave) | paddle.Tensor.repeat_interleave | - |
| 111 | [torch.Tensor.repeat](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.repeat) | paddle.Tensor.repeat | - |
-| 112 | [torch.maximum](https://pytorch.org/docs/stable/generated/torch.maximum.html) | paddle.maximum | - |
-| 113 | [torch.minimum](https://pytorch.org/docs/stable/generated/torch.minimum.html) | paddle.minimum | - |
-| 114 | [torch.topk](https://pytorch.org/docs/stable/generated/torch.topk.html) | paddle.topk | - |
-| 115 | [torch.sqrt](https://pytorch.org/docs/stable/generated/torch.sqrt.html) | paddle.sqrt | - |
-| 116 | [torch.amin](https://pytorch.org/docs/stable/generated/torch.amin.html) | paddle.amin | - |
-| 117 | [torch.amax](https://pytorch.org/docs/stable/generated/torch.amax.html) | paddle.amax | - |
+| 112 | [torch.maximum](https://pytorch.org/docs/stable/torch.html#torch.maximum) | paddle.maximum | - |
+| 113 | [torch.minimum](https://pytorch.org/docs/stable/torch.html#torch.minimum) | paddle.minimum | - |
+| 114 | [torch.topk](https://pytorch.org/docs/stable/torch.html#torch.topk) | paddle.topk | - |
+| 115 | [torch.sqrt](https://pytorch.org/docs/stable/torch.html#torch.sqrt) | paddle.sqrt | - |
+| 116 | [torch.amin](https://pytorch.org/docs/stable/torch.html#torch.amin) | paddle.amin | - |
+| 117 | [torch.amax](https://pytorch.org/docs/stable/torch.html#torch.amax) | paddle.amax | - |
| 118 | [torch.Tensor.stride](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.stride) | paddle.Tensor.stride | - |
| 119 | [torch.Tensor.get_device](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.get_device) | paddle.Tensor.get_device | - |
-| 120 | [torch.random.initial_seed](https://pytorch.org/docs/stable/generated/torch.random.initial_seed.html) | paddle.random.initial_seed | - |
-| 121 | [torch.as_tensor](https://pytorch.org/docs/stable/generated/torch.as_tensor.html) | paddle.as_tensor | - |
-| 122 | [torch.tensor](https://pytorch.org/docs/stable/generated/torch.tensor.html) | paddle.tensor | - |
+| 120 | [torch.random.initial_seed](https://pytorch.org/docs/stable/generated/torch.random.initial_seed.html#torch.random.initial_seed) | paddle.random.initial_seed | - |
+| 121 | [torch.as_tensor](https://pytorch.org/docs/stable/torch.html#torch.as_tensor) | paddle.as_tensor | - |
+| 122 | [torch.tensor](https://pytorch.org/docs/stable/torch.html#torch.tensor) | paddle.tensor | - |
| 123 | [torch.Tensor.copy_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.copy_) | paddle.Tensor.copy_ | - |
| 124 | [torch.Tensor.norm](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.norm) | paddle.Tensor.norm | - |
-| 125 | [torch.Tensor](https://pytorch.org/docs/stable/generated/torch.Tensor.html) | paddle.Tensor | - |
-| 126 | [torch.FloatTensor](https://pytorch.org/docs/stable/generated/torch.FloatTensor.html) | paddle.FloatTensor | - |
-| 127 | [torch.DoubleTensor](https://pytorch.org/docs/stable/generated/torch.DoubleTensor.html) | paddle.DoubleTensor | - |
-| 128 | [torch.HalfTensor](https://pytorch.org/docs/stable/generated/torch.HalfTensor.html) | paddle.HalfTensor | - |
-| 129 | [torch.BFloat16Tensor](https://pytorch.org/docs/stable/generated/torch.BFloat16Tensor.html) | paddle.BFloat16Tensor | - |
-| 130 | [torch.ByteTensor](https://pytorch.org/docs/stable/generated/torch.ByteTensor.html) | paddle.ByteTensor | - |
-| 131 | [torch.CharTensor](https://pytorch.org/docs/stable/generated/torch.CharTensor.html) | paddle.CharTensor | - |
-| 132 | [torch.ShortTensor](https://pytorch.org/docs/stable/generated/torch.ShortTensor.html) | paddle.ShortTensor | - |
-| 133 | [torch.IntTensor](https://pytorch.org/docs/stable/generated/torch.IntTensor.html) | paddle.IntTensor | - |
-| 134 | [torch.LongTensor](https://pytorch.org/docs/stable/generated/torch.LongTensor.html) | paddle.LongTensor | - |
-| 135 | [torch.BoolTensor](https://pytorch.org/docs/stable/generated/torch.BoolTensor.html) | paddle.BoolTensor | - |
-| 136 | [torch.norm](https://pytorch.org/docs/stable/generated/torch.norm.html) | paddle.norm | - |
-| 137 | [torch.linalg.norm](https://pytorch.org/docs/stable/generated/torch.linalg.norm.html) | paddle.linalg.norm | - |
+| 125 | [torch.Tensor](https://pytorch.org/docs/stable/tensors.html#torch.Tensor) | paddle.Tensor | - |
+| 126 | [torch.FloatTensor](https://pytorch.org/docs/stable/torch.html#torch.FloatTensor) | paddle.FloatTensor | - |
+| 127 | [torch.DoubleTensor](https://pytorch.org/docs/stable/torch.html#torch.DoubleTensor) | paddle.DoubleTensor | - |
+| 128 | [torch.HalfTensor](https://pytorch.org/docs/stable/torch.html#torch.HalfTensor) | paddle.HalfTensor | - |
+| 129 | [torch.BFloat16Tensor](https://pytorch.org/docs/stable/torch.html#torch.BFloat16Tensor) | paddle.BFloat16Tensor | - |
+| 130 | [torch.ByteTensor](https://pytorch.org/docs/stable/torch.html#torch.ByteTensor) | paddle.ByteTensor | - |
+| 131 | [torch.CharTensor](https://pytorch.org/docs/stable/torch.html#torch.CharTensor) | paddle.CharTensor | - |
+| 132 | [torch.ShortTensor](https://pytorch.org/docs/stable/torch.html#torch.ShortTensor) | paddle.ShortTensor | - |
+| 133 | [torch.IntTensor](https://pytorch.org/docs/stable/torch.html#torch.IntTensor) | paddle.IntTensor | - |
+| 134 | [torch.LongTensor](https://pytorch.org/docs/stable/torch.html#torch.LongTensor) | paddle.LongTensor | - |
+| 135 | [torch.BoolTensor](https://pytorch.org/docs/stable/torch.html#torch.BoolTensor) | paddle.BoolTensor | - |
+| 136 | [torch.norm](https://pytorch.org/docs/stable/torch.html#torch.norm) | paddle.norm | - |
+| 137 | [torch.linalg.norm](https://pytorch.org/docs/stable/generated/torch.linalg.norm.html#torch.linalg.norm) | paddle.linalg.norm | - |
| 138 | [torch.Tensor.size](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.size) | paddle.Tensor.size | - |
| 139 | [torch.Tensor.to](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.to) | paddle.Tensor.to | - |
-| 140 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.to.html) | paddle.nn.Module.to | - |
-| 141 | [torch.linalg.vector_norm](https://pytorch.org/docs/stable/generated/torch.linalg.vector_norm.html) | paddle.linalg.vector_norm | - |
-| 142 | [torch.functional.split](https://pytorch.org/docs/stable/generated/torch.functional.split.html) | paddle.functional.split | - |
-| 143 | [torch.functional.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.functional.unique_consecutive.html) | paddle.functional.unique_consecutive | - |
-| 144 | [torch.functional.atleast_1d](https://pytorch.org/docs/stable/generated/torch.functional.atleast_1d.html) | paddle.functional.atleast_1d | - |
-| 145 | [torch.functional.atleast_2d](https://pytorch.org/docs/stable/generated/torch.functional.atleast_2d.html) | paddle.functional.atleast_2d | - |
-| 146 | [torch.functional.atleast_3d](https://pytorch.org/docs/stable/generated/torch.functional.atleast_3d.html) | paddle.functional.atleast_3d | - |
-| 147 | [torch.functional.broadcast_shapes](https://pytorch.org/docs/stable/generated/torch.functional.broadcast_shapes.html) | paddle.functional.broadcast_shapes | - |
-| 148 | [torch.functional.einsum](https://pytorch.org/docs/stable/generated/torch.functional.einsum.html) | paddle.functional.einsum | - |
-| 149 | [torch.functional.norm](https://pytorch.org/docs/stable/generated/torch.functional.norm.html) | paddle.functional.norm | - |
-| 150 | [torch.multinomial](https://pytorch.org/docs/stable/generated/torch.multinomial.html) | paddle.multinomial | - |
-| 151 | [torch.var](https://pytorch.org/docs/stable/generated/torch.var.html) | paddle.var | - |
-| 152 | [torch.rand_like](https://pytorch.org/docs/stable/generated/torch.rand_like.html) | paddle.rand_like | - |
-| 153 | [torch.mean](https://pytorch.org/docs/stable/generated/torch.mean.html) | paddle.mean | - |
+| 140 | [torch.nn.Module.to](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to) | paddle.nn.Module.to | - |
+| 141 | [torch.linalg.vector_norm](https://pytorch.org/docs/stable/generated/torch.linalg.vector_norm.html#torch.linalg.vector_norm) | paddle.linalg.vector_norm | - |
+| 142 | [torch.functional.split](https://pytorch.org/docs/stable/generated/torch.functional.split.html#torch.functional.split) | paddle.functional.split | - |
+| 143 | [torch.functional.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.functional.unique_consecutive.html#torch.functional.unique_consecutive) | paddle.functional.unique_consecutive | - |
+| 144 | [torch.functional.atleast_1d](https://pytorch.org/docs/stable/generated/torch.functional.atleast_1d.html#torch.functional.atleast_1d) | paddle.functional.atleast_1d | - |
+| 145 | [torch.functional.atleast_2d](https://pytorch.org/docs/stable/generated/torch.functional.atleast_2d.html#torch.functional.atleast_2d) | paddle.functional.atleast_2d | - |
+| 146 | [torch.functional.atleast_3d](https://pytorch.org/docs/stable/generated/torch.functional.atleast_3d.html#torch.functional.atleast_3d) | paddle.functional.atleast_3d | - |
+| 147 | [torch.functional.broadcast_shapes](https://pytorch.org/docs/stable/generated/torch.functional.broadcast_shapes.html#torch.functional.broadcast_shapes) | paddle.functional.broadcast_shapes | - |
+| 148 | [torch.functional.einsum](https://pytorch.org/docs/stable/generated/torch.functional.einsum.html#torch.functional.einsum) | paddle.functional.einsum | - |
+| 149 | [torch.functional.norm](https://pytorch.org/docs/stable/generated/torch.functional.norm.html#torch.functional.norm) | paddle.functional.norm | - |
+| 150 | [torch.multinomial](https://pytorch.org/docs/stable/torch.html#torch.multinomial) | paddle.multinomial | - |
+| 151 | [torch.var](https://pytorch.org/docs/stable/torch.html#torch.var) | paddle.var | - |
+| 152 | [torch.rand_like](https://pytorch.org/docs/stable/torch.html#torch.rand_like) | paddle.rand_like | - |
+| 153 | [torch.mean](https://pytorch.org/docs/stable/torch.html#torch.mean) | paddle.mean | - |
| 154 | [torch.Tensor.mean](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.mean) | paddle.Tensor.mean | - |
-| 155 | [torch.msort](https://pytorch.org/docs/stable/generated/torch.msort.html) | paddle.msort | - |
+| 155 | [torch.msort](https://pytorch.org/docs/stable/torch.html#torch.msort) | paddle.msort | - |
| 156 | [torch.Tensor.msort](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.msort) | paddle.Tensor.msort | - |
| 157 | [torch.Tensor.ravel](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ravel) | paddle.Tensor.ravel | - |
-| 158 | [torch.ravel](https://pytorch.org/docs/stable/generated/torch.ravel.html) | paddle.ravel | - |
+| 158 | [torch.ravel](https://pytorch.org/docs/stable/torch.html#torch.ravel) | paddle.ravel | - |
| 159 | [torch.Tensor.scatter_add](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter_add) | paddle.Tensor.scatter_add | - |
-| 160 | [torch.scatter_add](https://pytorch.org/docs/stable/generated/torch.scatter_add.html) | paddle.scatter_add | - |
+| 160 | [torch.scatter_add](https://pytorch.org/docs/stable/torch.html#torch.scatter_add) | paddle.scatter_add | - |
| 161 | [torch.Tensor.scatter_add_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter_add_) | paddle.Tensor.scatter_add_ | - |
| 162 | [torch.Tensor.tril](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.tril) | paddle.Tensor.tril | - |
-| 163 | [torch.tril](https://pytorch.org/docs/stable/generated/torch.tril.html) | paddle.tril | - |
+| 163 | [torch.tril](https://pytorch.org/docs/stable/torch.html#torch.tril) | paddle.tril | - |
| 164 | [torch.Tensor.triu](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.triu) | paddle.Tensor.triu | - |
-| 165 | [torch.triu](https://pytorch.org/docs/stable/generated/torch.triu.html) | paddle.triu | - |
-| 166 | [torch.bmm](https://pytorch.org/docs/stable/generated/torch.bmm.html) | paddle.bmm | - |
+| 165 | [torch.triu](https://pytorch.org/docs/stable/torch.html#torch.triu) | paddle.triu | - |
+| 166 | [torch.bmm](https://pytorch.org/docs/stable/torch.html#torch.bmm) | paddle.bmm | - |
| 167 | [torch.Tensor.bmm](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bmm) | paddle.Tensor.bmm | - |
-| 168 | [torch.nn.GELU](https://pytorch.org/docs/stable/generated/torch.nn.GELU.html) | paddle.nn.GELU | - |
-| 169 | [torch.broadcast_shapes](https://pytorch.org/docs/stable/generated/torch.broadcast_shapes.html) | paddle.broadcast_shapes | - |
+| 168 | [torch.nn.GELU](https://pytorch.org/docs/stable/generated/torch.nn.GELU.html#torch.nn.GELU) | paddle.nn.GELU | - |
+| 169 | [torch.broadcast_shapes](https://pytorch.org/docs/stable/torch.html#torch.broadcast_shapes) | paddle.broadcast_shapes | - |
| 170 | [torch.Tensor.scatter_reduce](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter_reduce) | paddle.Tensor.scatter_reduce | - |
-| 171 | [torch.scatter_reduce](https://pytorch.org/docs/stable/generated/torch.scatter_reduce.html) | paddle.scatter_reduce | - |
-| 172 | [torch.nn.functional.silu](https://pytorch.org/docs/stable/generated/torch.nn.functional.silu.html) | paddle.nn.functional.silu | - |
+| 171 | [torch.scatter_reduce](https://pytorch.org/docs/stable/torch.html#torch.scatter_reduce) | paddle.scatter_reduce | - |
+| 172 | [torch.nn.functional.silu](https://pytorch.org/docs/stable/generated/torch.nn.functional.silu.html#torch.nn.functional.silu) | paddle.nn.functional.silu | - |
| 173 | [torch.Tensor.softmax](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.softmax) | paddle.Tensor.softmax | - |
-| 174 | [torch.special.softmax](https://pytorch.org/docs/stable/generated/torch.special.softmax.html) | paddle.special.softmax | - |
-| 175 | [torch.softmax](https://pytorch.org/docs/stable/generated/torch.softmax.html) | paddle.softmax | - |
+| 174 | [torch.special.softmax](https://pytorch.org/docs/stable/generated/torch.special.softmax.html#torch.special.softmax) | paddle.special.softmax | - |
+| 175 | [torch.softmax](https://pytorch.org/docs/stable/torch.html#torch.softmax) | paddle.softmax | - |
| 176 | [torch.Tensor.clamp](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.clamp) | paddle.Tensor.clamp | - |
| 177 | [torch.Tensor.itemsize](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.itemsize) | paddle.Tensor.itemsize | - |
-| 178 | [torch.get_default_dtype](https://pytorch.org/docs/stable/generated/torch.get_default_dtype.html) | paddle.get_default_dtype | - |
-| 179 | [torch.einsum](https://pytorch.org/docs/stable/generated/torch.einsum.html) | paddle.einsum | - |
-| 180 | [torch.nn.Identity](https://pytorch.org/docs/stable/generated/torch.nn.Identity.html) | paddle.nn.Identity | - |
+| 178 | [torch.get_default_dtype](https://pytorch.org/docs/stable/torch.html#torch.get_default_dtype) | paddle.get_default_dtype | - |
+| 179 | [torch.einsum](https://pytorch.org/docs/stable/torch.html#torch.einsum) | paddle.einsum | - |
+| 180 | [torch.nn.Identity](https://pytorch.org/docs/stable/generated/torch.nn.Identity.html#torch.nn.Identity) | paddle.nn.Identity | - |
| 181 | [torch.Tensor.ndim](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ndim) | paddle.Tensor.ndim | - |
| 182 | [torch.Tensor.T](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.T) | paddle.Tensor.T | - |
| 183 | [torch.Tensor.abs](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.abs) | paddle.Tensor.abs | - |
@@ -247,16 +247,16 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 198 | [torch.Tensor.square](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.square) | paddle.Tensor.square | - |
| 199 | [torch.Tensor.tolist](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.tolist) | paddle.Tensor.tolist | - |
| 200 | [torch.Tensor.zero_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.zero_) | paddle.Tensor.zero_ | - |
-| 201 | [torch.distributed.get_rank](https://pytorch.org/docs/stable/generated/torch.distributed.get_rank.html) | paddle.distributed.get_rank | - |
-| 202 | [torch.distributed.get_world_size](https://pytorch.org/docs/stable/generated/torch.distributed.get_world_size.html) | paddle.distributed.get_world_size | - |
+| 201 | [torch.distributed.get_rank](https://pytorch.org/docs/stable/generated/torch.distributed.get_rank.html#torch.distributed.get_rank) | paddle.distributed.get_rank | - |
+| 202 | [torch.distributed.get_world_size](https://pytorch.org/docs/stable/generated/torch.distributed.get_world_size.html#torch.distributed.get_world_size) | paddle.distributed.get_world_size | - |
| 203 | [torch.Tensor.shape](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.shape) | paddle.Tensor.shape | - |
-| 204 | [torch.float32](https://pytorch.org/docs/stable/generated/torch.float32.html) | paddle.float32 | - |
-| 205 | [torch.long](https://pytorch.org/docs/stable/generated/torch.long.html) | paddle.long | - |
-| 206 | [torch.int32](https://pytorch.org/docs/stable/generated/torch.int32.html) | paddle.int32 | - |
-| 207 | [torch.bfloat16](https://pytorch.org/docs/stable/generated/torch.bfloat16.html) | paddle.bfloat16 | - |
-| 208 | [torch.int64](https://pytorch.org/docs/stable/generated/torch.int64.html) | paddle.int64 | - |
-| 209 | [torch.bool](https://pytorch.org/docs/stable/generated/torch.bool.html) | paddle.bool | - |
-| 210 | [torch.uint8](https://pytorch.org/docs/stable/generated/torch.uint8.html) | paddle.uint8 | - |
+| 204 | [torch.float32](https://pytorch.org/docs/stable/torch.html#torch.float32) | paddle.float32 | - |
+| 205 | [torch.long](https://pytorch.org/docs/stable/torch.html#torch.long) | paddle.long | - |
+| 206 | [torch.int32](https://pytorch.org/docs/stable/torch.html#torch.int32) | paddle.int32 | - |
+| 207 | [torch.bfloat16](https://pytorch.org/docs/stable/torch.html#torch.bfloat16) | paddle.bfloat16 | - |
+| 208 | [torch.int64](https://pytorch.org/docs/stable/torch.html#torch.int64) | paddle.int64 | - |
+| 209 | [torch.bool](https://pytorch.org/docs/stable/torch.html#torch.bool) | paddle.bool | - |
+| 210 | [torch.uint8](https://pytorch.org/docs/stable/torch.html#torch.uint8) | paddle.uint8 | - |
| 211 | [torch.Tensor.abs_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.abs_) | paddle.Tensor.abs_ | - |
| 212 | [torch.Tensor.acos](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.acos) | paddle.Tensor.acos | - |
| 213 | [torch.Tensor.acos_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.acos_) | paddle.Tensor.acos_ | - |
@@ -379,40 +379,40 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 330 | [torch.Tensor.trunc](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.trunc) | paddle.Tensor.trunc | - |
| 331 | [torch.Tensor.trunc_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.trunc_) | paddle.Tensor.trunc_ | - |
| 332 | [torch.Tensor.values](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.values) | paddle.Tensor.values | - |
-| 333 | [torch.\_\_version\_\_](https://pytorch.org/docs/stable/generated/torch.__version__.html) | paddle.\_\_version\_\_ | - |
-| 334 | [torch.\_\_version\_\_.split](https://pytorch.org/docs/stable/generated/torch.__version__.split.html) | paddle.\_\_version\_\_.split | - |
-| 335 | [torch.diag_embed](https://pytorch.org/docs/stable/generated/torch.diag_embed.html) | paddle.diag_embed | - |
-| 336 | [torch.distributed.ReduceOp.MAX](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.MAX.html) | paddle.distributed.ReduceOp.MAX | - |
-| 337 | [torch.distributed.ReduceOp.MIN](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.MIN.html) | paddle.distributed.ReduceOp.MIN | - |
-| 338 | [torch.distributed.ReduceOp.SUM](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.SUM.html) | paddle.distributed.ReduceOp.SUM | - |
-| 339 | [torch.distributed.batch_isend_irecv](https://pytorch.org/docs/stable/generated/torch.distributed.batch_isend_irecv.html) | paddle.distributed.batch_isend_irecv | - |
-| 340 | [torch.distributed.get_backend](https://pytorch.org/docs/stable/generated/torch.distributed.get_backend.html) | paddle.distributed.get_backend | - |
-| 341 | [torch.distributed.is_available](https://pytorch.org/docs/stable/generated/torch.distributed.is_available.html) | paddle.distributed.is_available | - |
-| 342 | [torch.distributed.is_initialized](https://pytorch.org/docs/stable/generated/torch.distributed.is_initialized.html) | paddle.distributed.is_initialized | - |
-| 343 | [torch.e](https://pytorch.org/docs/stable/generated/torch.e.html) | paddle.e | - |
-| 344 | [torch.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html) | paddle.enable_grad | - |
-| 345 | [torch.inf](https://pytorch.org/docs/stable/generated/torch.inf.html) | paddle.inf | - |
-| 346 | [torch.is_grad_enabled](https://pytorch.org/docs/stable/generated/torch.is_grad_enabled.html) | paddle.is_grad_enabled | - |
-| 347 | [torch.nan](https://pytorch.org/docs/stable/generated/torch.nan.html) | paddle.nan | - |
-| 348 | [torch.newaxis](https://pytorch.org/docs/stable/generated/torch.newaxis.html) | paddle.newaxis | - |
-| 349 | [torch.nn.LogSigmoid](https://pytorch.org/docs/stable/generated/torch.nn.LogSigmoid.html) | paddle.nn.LogSigmoid | - |
-| 350 | [torch.nn.Sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Sigmoid.html) | paddle.nn.Sigmoid | - |
-| 351 | [torch.nn.Softplus](https://pytorch.org/docs/stable/generated/torch.nn.Softplus.html) | paddle.nn.Softplus | - |
-| 352 | [torch.nn.Softsign](https://pytorch.org/docs/stable/generated/torch.nn.Softsign.html) | paddle.nn.Softsign | - |
-| 353 | [torch.nn.Tanh](https://pytorch.org/docs/stable/generated/torch.nn.Tanh.html) | paddle.nn.Tanh | - |
-| 354 | [torch.nn.Tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.Tanhshrink.html) | paddle.nn.Tanhshrink | - |
-| 355 | [torch.nn.TransformerDecoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoder.html) | paddle.nn.TransformerDecoder | - |
-| 356 | [torch.nn.TripletMarginWithDistanceLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginWithDistanceLoss.html) | paddle.nn.TripletMarginWithDistanceLoss | - |
-| 357 | [torch.nn.utils.parameters_to_vector](https://pytorch.org/docs/stable/generated/torch.nn.utils.parameters_to_vector.html) | paddle.nn.utils.parameters_to_vector | - |
-| 358 | [torch.nn.utils.vector_to_parameters](https://pytorch.org/docs/stable/generated/torch.nn.utils.vector_to_parameters.html) | paddle.nn.utils.vector_to_parameters | - |
-| 359 | [torch.pi](https://pytorch.org/docs/stable/generated/torch.pi.html) | paddle.pi | - |
-| 360 | [torch.set_default_dtype](https://pytorch.org/docs/stable/generated/torch.set_default_dtype.html) | paddle.set_default_dtype | - |
-| 361 | [torch.t](https://pytorch.org/docs/stable/generated/torch.t.html) | paddle.t | - |
-| 362 | [torch.utils.cpp_extension.BuildExtension](https://pytorch.org/docs/stable/generated/torch.utils.cpp_extension.BuildExtension.html) | paddle.utils.cpp_extension.BuildExtension | - |
-| 363 | [torch.utils.cpp_extension.BuildExtension.with_options](https://pytorch.org/docs/stable/generated/torch.utils.cpp_extension.BuildExtension.with_options.html) | paddle.utils.cpp_extension.BuildExtension.with_options | - |
+| 333 | [torch.\_\_version\_\_](https://pytorch.org/docs/stable/torch.html#torch.__version__) | paddle.\_\_version\_\_ | - |
+| 334 | [torch.\_\_version\_\_.split](https://pytorch.org/docs/stable/generated/torch.__version__.split.html#torch.__version__.split) | paddle.\_\_version\_\_.split | - |
+| 335 | [torch.diag_embed](https://pytorch.org/docs/stable/torch.html#torch.diag_embed) | paddle.diag_embed | - |
+| 336 | [torch.distributed.ReduceOp.MAX](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.html#torch.distributed.ReduceOp.MAX) | paddle.distributed.ReduceOp.MAX | - |
+| 337 | [torch.distributed.ReduceOp.MIN](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.html#torch.distributed.ReduceOp.MIN) | paddle.distributed.ReduceOp.MIN | - |
+| 338 | [torch.distributed.ReduceOp.SUM](https://pytorch.org/docs/stable/generated/torch.distributed.ReduceOp.html#torch.distributed.ReduceOp.SUM) | paddle.distributed.ReduceOp.SUM | - |
+| 339 | [torch.distributed.batch_isend_irecv](https://pytorch.org/docs/stable/generated/torch.distributed.batch_isend_irecv.html#torch.distributed.batch_isend_irecv) | paddle.distributed.batch_isend_irecv | - |
+| 340 | [torch.distributed.get_backend](https://pytorch.org/docs/stable/generated/torch.distributed.get_backend.html#torch.distributed.get_backend) | paddle.distributed.get_backend | - |
+| 341 | [torch.distributed.is_available](https://pytorch.org/docs/stable/generated/torch.distributed.is_available.html#torch.distributed.is_available) | paddle.distributed.is_available | - |
+| 342 | [torch.distributed.is_initialized](https://pytorch.org/docs/stable/generated/torch.distributed.is_initialized.html#torch.distributed.is_initialized) | paddle.distributed.is_initialized | - |
+| 343 | [torch.e](https://pytorch.org/docs/stable/torch.html#torch.e) | paddle.e | - |
+| 344 | [torch.enable_grad](https://pytorch.org/docs/stable/torch.html#torch.enable_grad) | paddle.enable_grad | - |
+| 345 | [torch.inf](https://pytorch.org/docs/stable/torch.html#torch.inf) | paddle.inf | - |
+| 346 | [torch.is_grad_enabled](https://pytorch.org/docs/stable/torch.html#torch.is_grad_enabled) | paddle.is_grad_enabled | - |
+| 347 | [torch.nan](https://pytorch.org/docs/stable/torch.html#torch.nan) | paddle.nan | - |
+| 348 | [torch.newaxis](https://pytorch.org/docs/stable/torch.html#torch.newaxis) | paddle.newaxis | - |
+| 349 | [torch.nn.LogSigmoid](https://pytorch.org/docs/stable/generated/torch.nn.LogSigmoid.html#torch.nn.LogSigmoid) | paddle.nn.LogSigmoid | - |
+| 350 | [torch.nn.Sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Sigmoid.html#torch.nn.Sigmoid) | paddle.nn.Sigmoid | - |
+| 351 | [torch.nn.Softplus](https://pytorch.org/docs/stable/generated/torch.nn.Softplus.html#torch.nn.Softplus) | paddle.nn.Softplus | - |
+| 352 | [torch.nn.Softsign](https://pytorch.org/docs/stable/generated/torch.nn.Softsign.html#torch.nn.Softsign) | paddle.nn.Softsign | - |
+| 353 | [torch.nn.Tanh](https://pytorch.org/docs/stable/generated/torch.nn.Tanh.html#torch.nn.Tanh) | paddle.nn.Tanh | - |
+| 354 | [torch.nn.Tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.Tanhshrink.html#torch.nn.Tanhshrink) | paddle.nn.Tanhshrink | - |
+| 355 | [torch.nn.TransformerDecoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoder.html#torch.nn.TransformerDecoder) | paddle.nn.TransformerDecoder | - |
+| 356 | [torch.nn.TripletMarginWithDistanceLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginWithDistanceLoss.html#torch.nn.TripletMarginWithDistanceLoss) | paddle.nn.TripletMarginWithDistanceLoss | - |
+| 357 | [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) | paddle.nn.utils.parameters_to_vector | - |
+| 358 | [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) | paddle.nn.utils.vector_to_parameters | - |
+| 359 | [torch.pi](https://pytorch.org/docs/stable/torch.html#torch.pi) | paddle.pi | - |
+| 360 | [torch.set_default_dtype](https://pytorch.org/docs/stable/torch.html#torch.set_default_dtype) | paddle.set_default_dtype | - |
+| 361 | [torch.t](https://pytorch.org/docs/stable/torch.html#torch.t) | paddle.t | - |
+| 362 | [torch.utils.cpp_extension.BuildExtension](https://pytorch.org/docs/stable/generated/torch.utils.cpp_extension.BuildExtension.html#torch.utils.cpp_extension.BuildExtension) | paddle.utils.cpp_extension.BuildExtension | - |
+| 363 | [torch.utils.cpp_extension.BuildExtension.with_options](https://pytorch.org/docs/stable/generated/torch.utils.cpp_extension.BuildExtension.html#torch.utils.cpp_extension.BuildExtension.with_options) | paddle.utils.cpp_extension.BuildExtension.with_options | - |
| 364 | [torch.Tensor.element_size](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.element_size) | paddle.Tensor.element_size | - |
| 365 | [torch.Tensor.view_as](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.view_as) | paddle.Tensor.view_as | - |
-| 366 | [torch.dtype](https://pytorch.org/docs/stable/generated/torch.dtype.html) | paddle.dtype | - |
+| 366 | [torch.dtype](https://pytorch.org/docs/stable/torch.html#torch.dtype) | paddle.dtype | - |
| 367 | [torch.Tensor.\_\_and\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__and__) | paddle.Tensor.\_\_and\_\_ | - |
| 368 | [torch.Tensor.\_\_array\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__array__) | paddle.Tensor.\_\_array\_\_ | - |
| 369 | [torch.Tensor.\_\_bool\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__bool__) | paddle.Tensor.\_\_bool\_\_ | - |
@@ -427,161 +427,171 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 378 | [torch.Tensor.\_\_rsub\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__rsub__) | paddle.Tensor.\_\_rsub\_\_ | - |
| 379 | [torch.Tensor.\_\_rtruediv\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__rtruediv__) | paddle.Tensor.\_\_rtruediv\_\_ | - |
| 380 | [torch.Tensor.\_\_setitem\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__setitem__) | paddle.Tensor.\_\_setitem\_\_ | - |
-| 381 | [torch.matmul](https://pytorch.org/docs/stable/generated/torch.matmul.html) | paddle.matmul | - |
-| 382 | [torch.linalg.matmul](https://pytorch.org/docs/stable/generated/torch.linalg.matmul.html) | paddle.linalg.matmul | - |
-| 383 | [torch.mul_](https://pytorch.org/docs/stable/generated/torch.mul_.html) | paddle.mul_ | - |
-| 384 | [torch.multiply_](https://pytorch.org/docs/stable/generated/torch.multiply_.html) | paddle.multiply_ | - |
-| 385 | [torch.Tensor.multiply](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.multiply) | paddle.Tensor.multiply | - |
-| 386 | [torch.Tensor.multiply_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.multiply_) | paddle.Tensor.multiply_ | - |
-| 387 | [torch.Tensor.matmul](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.matmul) | paddle.Tensor.matmul | - |
-| 388 | [torch.Tensor.amax](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.amax) | paddle.Tensor.amax | - |
-| 389 | [torch.Tensor.amin](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.amin) | paddle.Tensor.amin | - |
-| 390 | [torch.log2](https://pytorch.org/docs/stable/generated/torch.log2.html) | paddle.log2 | - |
-| 391 | [torch.Tensor.remainder](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.remainder) | paddle.Tensor.remainder | - |
-| 392 | [torch.remainder](https://pytorch.org/docs/stable/generated/torch.remainder.html) | paddle.remainder | - |
-| 393 | [torch.broadcast_to](https://pytorch.org/docs/stable/generated/torch.broadcast_to.html) | paddle.broadcast_to | - |
-| 394 | [torch.nn.functional.embedding](https://pytorch.org/docs/stable/generated/torch.nn.functional.embedding.html) | paddle.nn.functional.embedding | - |
-| 395 | [torch.no_grad](https://pytorch.org/docs/stable/generated/torch.no_grad.html) | paddle.no_grad | - |
-| 396 | [torch.reshape](https://pytorch.org/docs/stable/generated/torch.reshape.html) | paddle.reshape | - |
-| 397 | [torch.Tensor.bitwise_or_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bitwise_or_) | paddle.Tensor.bitwise_or_ | - |
-| 398 | [torch.Tensor.view](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.view) | paddle.Tensor.view | - |
-| 399 | [torch.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.unique_consecutive.html) | paddle.unique_consecutive | - |
-| 400 | [torch.Tensor.cumsum](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cumsum) | paddle.Tensor.cumsum | - |
-| 401 | [torch.Tensor.expand](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.expand) | paddle.Tensor.expand | - |
-| 402 | [torch.isfinite](https://pytorch.org/docs/stable/generated/torch.isfinite.html) | paddle.isfinite | - |
-| 403 | [torch.isinf](https://pytorch.org/docs/stable/generated/torch.isinf.html) | paddle.isinf | - |
-| 404 | [torch.isnan](https://pytorch.org/docs/stable/generated/torch.isnan.html) | paddle.isnan | - |
-| 405 | [torch.flatten](https://pytorch.org/docs/stable/generated/torch.flatten.html) | paddle.flatten | - |
-| 406 | [torch.Tensor.flatten](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.flatten) | paddle.Tensor.flatten | - |
-| 407 | [torch.roll](https://pytorch.org/docs/stable/generated/torch.roll.html) | paddle.roll | - |
-| 408 | [torch.Tensor.sum](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sum) | paddle.Tensor.sum | - |
-| 409 | [torch.sum](https://pytorch.org/docs/stable/generated/torch.sum.html) | paddle.sum | - |
-| 410 | [torch.prod](https://pytorch.org/docs/stable/generated/torch.prod.html) | paddle.prod | - |
-| 411 | [torch.ceil](https://pytorch.org/docs/stable/generated/torch.ceil.html) | paddle.ceil | - |
-| 412 | [torch.floor_divide](https://pytorch.org/docs/stable/generated/torch.floor_divide.html) | paddle.floor_divide | - |
-| 413 | [torch.masked_select](https://pytorch.org/docs/stable/generated/torch.masked_select.html) | paddle.masked_select | - |
-| 414 | [torch.finfo](https://pytorch.org/docs/stable/generated/torch.finfo.html) | paddle.finfo | - |
-| 415 | [torch.is_complex](https://pytorch.org/docs/stable/generated/torch.is_complex.html) | paddle.is_complex | - |
-| 416 | [torch.concat](https://pytorch.org/docs/stable/generated/torch.concat.html) | paddle.concat | - |
-| 417 | [torch.nonzero](https://pytorch.org/docs/stable/generated/torch.nonzero.html) | paddle.nonzero | - |
-| 418 | [torch.Tensor.pow](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.pow) | paddle.Tensor.pow | - |
-| 419 | [torch.Tensor.prod](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.prod) | paddle.Tensor.prod | - |
-| 420 | [torch.Tensor.reshape](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.reshape) | paddle.Tensor.reshape | - |
-| 421 | [torch.argsort](https://pytorch.org/docs/stable/generated/torch.argsort.html) | paddle.argsort | - |
-| 422 | [torch.Tensor.argsort](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.argsort) | paddle.Tensor.argsort | - |
-| 423 | [torch.Tensor.squeeze](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.squeeze) | paddle.Tensor.squeeze | - |
-| 424 | [torch.chunk](https://pytorch.org/docs/stable/generated/torch.chunk.html) | paddle.chunk | - |
-| 425 | [torch.Tensor.chunk](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.chunk) | paddle.Tensor.chunk | - |
-| 426 | [torch.any](https://pytorch.org/docs/stable/generated/torch.any.html) | paddle.any | - |
-| 427 | [torch.nn.functional.one_hot](https://pytorch.org/docs/stable/generated/torch.nn.functional.one_hot.html) | paddle.nn.functional.one_hot | - |
-| 428 | [torch.unbind](https://pytorch.org/docs/stable/generated/torch.unbind.html) | paddle.unbind | - |
-| 429 | [torch.Tensor.unbind](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.unbind) | paddle.Tensor.unbind | - |
-| 430 | [torch.is_floating_point](https://pytorch.org/docs/stable/generated/torch.is_floating_point.html) | paddle.is_floating_point | - |
-| 431 | [torch.is_tensor](https://pytorch.org/docs/stable/generated/torch.is_tensor.html) | paddle.is_tensor | - |
-| 432 | [torch.isin](https://pytorch.org/docs/stable/generated/torch.isin.html) | paddle.isin | - |
-| 433 | [torch.Tensor.expand_as](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.expand_as) | paddle.Tensor.expand_as | - |
-| 434 | [torch.logsumexp](https://pytorch.org/docs/stable/generated/torch.logsumexp.html) | paddle.logsumexp | - |
-| 435 | [torch.Tensor.logsumexp](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logsumexp) | paddle.Tensor.logsumexp | - |
-| 436 | [torch.argmax](https://pytorch.org/docs/stable/generated/torch.argmax.html) | paddle.argmax | - |
-| 437 | [torch.Tensor.argmax](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.argmax) | paddle.Tensor.argmax | - |
-| 438 | [torch.argmin](https://pytorch.org/docs/stable/generated/torch.argmin.html) | paddle.argmin | - |
-| 439 | [torch.Tensor.argmin](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.argmin) | paddle.Tensor.argmin | - |
-| 440 | [torch.all](https://pytorch.org/docs/stable/generated/torch.all.html) | paddle.all | - |
-| 441 | [torch.Tensor.all](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.all) | paddle.Tensor.all | - |
-| 442 | [torch.Tensor.any](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.any) | paddle.Tensor.any | - |
-| 443 | [torch.tensor_split](https://pytorch.org/docs/stable/generated/torch.tensor_split.html) | paddle.tensor_split | - |
-| 444 | [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html) | paddle.nn.functional.gelu | - |
-| 445 | [torch.layer_norm](https://pytorch.org/docs/stable/generated/torch.layer_norm.html) | paddle.layer_norm | - |
-| 446 | [torch.logical_not](https://pytorch.org/docs/stable/generated/torch.logical_not.html) | paddle.logical_not | - |
-| 447 | [torch.Tensor.logical_not](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_not) | paddle.Tensor.logical_not | - |
-| 448 | [torch.logical_and](https://pytorch.org/docs/stable/generated/torch.logical_and.html) | paddle.logical_and | - |
-| 449 | [torch.Tensor.logical_and](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_and) | paddle.Tensor.logical_and | - |
-| 450 | [torch.logical_or](https://pytorch.org/docs/stable/generated/torch.logical_or.html) | paddle.logical_or | - |
-| 451 | [torch.Tensor.logical_or](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_or) | paddle.Tensor.logical_or | - |
-| 452 | [torch.logical_xor](https://pytorch.org/docs/stable/generated/torch.logical_xor.html) | paddle.logical_xor | - |
-| 453 | [torch.Tensor.logical_xor](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_xor) | paddle.Tensor.logical_xor | - |
-| 454 | [torch.index_select](https://pytorch.org/docs/stable/generated/torch.index_select.html) | paddle.index_select | - |
-| 455 | [torch.Tensor.index_select](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.index_select) | paddle.Tensor.index_select | - |
-| 456 | [torch.dot](https://pytorch.org/docs/stable/generated/torch.dot.html) | paddle.dot | - |
-| 457 | [torch.Tensor.dot](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.dot) | paddle.Tensor.dot | - |
-| 458 | [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html) | paddle.nn.functional.conv1d | - |
-| 459 | [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html) | paddle.nn.functional.conv2d | - |
-| 460 | [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html) | paddle.nn.functional.conv3d | - |
-| 461 | [torch.conv1d](https://pytorch.org/docs/stable/generated/torch.conv1d.html) | paddle.conv1d | - |
-| 462 | [torch.conv2d](https://pytorch.org/docs/stable/generated/torch.conv2d.html) | paddle.conv2d | - |
-| 463 | [torch.conv3d](https://pytorch.org/docs/stable/generated/torch.conv3d.html) | paddle.conv3d | - |
-| 464 | [torch.complex128](https://pytorch.org/docs/stable/generated/torch.complex128.html) | paddle.complex128 | - |
-| 465 | [torch.complex64](https://pytorch.org/docs/stable/generated/torch.complex64.html) | paddle.complex64 | - |
-| 466 | [torch.float64](https://pytorch.org/docs/stable/generated/torch.float64.html) | paddle.float64 | - |
-| 467 | [torch.float16](https://pytorch.org/docs/stable/generated/torch.float16.html) | paddle.float16 | - |
-| 468 | [torch.int16](https://pytorch.org/docs/stable/generated/torch.int16.html) | paddle.int16 | - |
-| 469 | [torch.int8](https://pytorch.org/docs/stable/generated/torch.int8.html) | paddle.int8 | - |
-| 470 | [torch.Tensor.narrow](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.narrow) | paddle.Tensor.narrow | - |
-| 471 | [torch.narrow](https://pytorch.org/docs/stable/generated/torch.narrow.html) | paddle.narrow | - |
-| 472 | [torch.Tensor.type_as](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.type_as) | paddle.Tensor.type_as | - |
-| 473 | [torch.nn.Sequential](https://pytorch.org/docs/stable/generated/torch.nn.Sequential.html) | paddle.nn.Sequential | - |
-| 474 | [torch.utils.cpp_extension.CUDA_HOME](https://pytorch.org/docs/stable/generated/torch.utils.cpp_extension.CUDA_HOME.html) | paddle.utils.cpp_extension.CUDA_HOME | - |
-| 475 | [torch.Tensor.is_coalesced](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.is_coalesced) | paddle.Tensor.is_coalesced | - |
-| 476 | [torch.torch.int32](https://pytorch.org/docs/stable/generated/torch.torch.int32.html) | paddle.paddle.int32 | - |
-| 477 | [torch.transpose](https://pytorch.org/docs/stable/generated/torch.transpose.html) | paddle.transpose | - |
-| 478 | [torch.Tensor.transpose](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.transpose) | paddle.Tensor.transpose | - |
-| 479 | [torch.unsqueeze](https://pytorch.org/docs/stable/generated/torch.unsqueeze.html) | paddle.unsqueeze | - |
-| 480 | [torch.Tensor.unsqueeze](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.unsqueeze) | paddle.Tensor.unsqueeze | - |
-| 481 | [torch.sigmoid](https://pytorch.org/docs/stable/generated/torch.sigmoid.html) | paddle.sigmoid | - |
-| 482 | [torch.Tensor.topk](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.topk) | paddle.Tensor.topk | - |
-| 483 | [torch.outer](https://pytorch.org/docs/stable/generated/torch.outer.html) | paddle.outer | - |
-| 484 | [torch.nn.functional.sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.html) | paddle.nn.functional.sigmoid | - |
-| 485 | [torch.Tensor.requires_grad](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.requires_grad) | paddle.Tensor.requires_grad | - |
-| 486 | [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.data) | paddle.Tensor.data | - |
-| 487 | [torch.Tensor.cpu](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cpu) | paddle.Tensor.cpu | - |
-| 488 | [torch.Tensor.\_\_add\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__add__) | paddle.Tensor.\_\_add\_\_ | - |
-| 489 | [torch.Tensor.\_\_ge\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__ge__) | paddle.Tensor.\_\_ge\_\_ | - |
-| 490 | [torch.Tensor.\_\_gt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__gt__) | paddle.Tensor.\_\_gt\_\_ | - |
-| 491 | [torch.Tensor.\_\_le\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__le__) | paddle.Tensor.\_\_le\_\_ | - |
-| 492 | [torch.Tensor.\_\_lt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__lt__) | paddle.Tensor.\_\_lt\_\_ | - |
-| 493 | [torch.Tensor.\_\_mul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__mul__) | paddle.Tensor.\_\_mul\_\_ | - |
-| 494 | [torch.Tensor.\_\_ne\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__ne__) | paddle.Tensor.\_\_ne\_\_ | - |
-| 495 | [torch.Tensor.\_\_neg\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__neg__) | paddle.Tensor.\_\_neg\_\_ | - |
-| 496 | [torch.Tensor.\_\_radd\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__radd__) | paddle.Tensor.\_\_radd\_\_ | - |
-| 497 | [torch.Tensor.\_\_rmul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__rmul__) | paddle.Tensor.\_\_rmul\_\_ | - |
-| 498 | [torch.Tensor.\_\_sub\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__sub__) | paddle.Tensor.\_\_sub\_\_ | - |
-| 499 | [torch.Tensor.\_\_reduce\_ex\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__reduce_ex__) | paddle.Tensor.\_\_reduce\_ex\_\_ | - |
-| 500 | [torch.from_numpy](https://pytorch.org/docs/stable/generated/torch.from_numpy.html) | paddle.from_numpy | - |
-| 501 | [torch.greater](https://pytorch.org/docs/stable/generated/torch.greater.html) | paddle.greater | - |
-| 502 | [torch.nn.functional.layer_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.layer_norm.html) | paddle.nn.functional.layer_norm | - |
-| 503 | [torch.nn.attention.sdpa_kernel](https://pytorch.org/docs/stable/generated/torch.nn.attention.sdpa_kernel.html) | paddle.nn.attention.sdpa_kernel | - |
-| 504 | [torch.nn.attention.SDPBackend](https://pytorch.org/docs/stable/generated/torch.nn.attention.SDPBackend.html) | paddle.nn.attention.SDPBackend | - |
-| 505 | [torch.nn.attention._cur_sdpa_kernel_backends](https://pytorch.org/docs/stable/generated/torch.nn.attention._cur_sdpa_kernel_backends.html) | paddle.nn.attention._cur_sdpa_kernel_backends | - |
-| 506 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html) | paddle.nn.SiLU | - |
-| 507 | [torch.randperm](https://pytorch.org/docs/stable/generated/torch.randperm.html) | paddle.randperm | - |
-| 508 | [torch.Tensor.ge](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ge) | paddle.Tensor.ge | - |
-| 509 | [torch.Tensor.gt](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.gt) | paddle.Tensor.gt | - |
-| 510 | [torch.Tensor.le](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.le) | paddle.Tensor.le | - |
-| 511 | [torch.Tensor.lt](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.lt) | paddle.Tensor.lt | - |
-| 512 | [torch.Tensor.ne](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ne) | paddle.Tensor.ne | - |
-| 513 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html) | paddle.manual_seed | - |
-| 514 | [torch.asarray](https://pytorch.org/docs/stable/generated/torch.asarray.html) | paddle.asarray | - |
-| 515 | [torch.gather](https://pytorch.org/docs/stable/generated/torch.gather.html) | paddle.gather | - |
-| 516 | [torch.Tensor.gather](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.gather) | paddle.Tensor.gather | - |
-| 517 | [torch.Tensor.scatter](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter) | paddle.Tensor.scatter | - |
-| 518 | [torch.Tensor.scatter_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter_) | paddle.Tensor.scatter_ | - |
-| 519 | [torch.scatter](https://pytorch.org/docs/stable/generated/torch.scatter.html) | paddle.scatter | - |
-| 520 | [torch.cuda.get_device_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html) | paddle.cuda.get_device_properties | - |
-| 521 | [torch.cuda.get_rng_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html) | paddle.cuda.get_rng_state | - |
-| 522 | [torch.cuda.is_current_stream_capturing](https://pytorch.org/docs/stable/generated/torch.cuda.is_current_stream_capturing.html) | paddle.cuda.is_current_stream_capturing | - |
-| 523 | [torch.cuda.manual_seed_all](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed_all.html) | paddle.cuda.manual_seed_all | - |
-| 524 | [torch.cuda.set_rng_state](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state.html) | paddle.cuda.set_rng_state | - |
-| 525 | [torch.get_device_module](https://pytorch.org/docs/stable/generated/torch.get_device_module.html) | paddle.get_device_module | - |
-| 526 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html) | paddle.cuda.is_available | - |
-| 527 | [torch.device](https://pytorch.org/docs/stable/generated/torch.device.html) | paddle.device | - |
-| 528 | [torch.cuda.get_device_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html) | paddle.cuda.get_device_capability | - |
-| 529 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html) | paddle.cuda.current_device | - |
-| 530 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html) | paddle.cuda.device_count | - |
-| 531 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html) | paddle.cuda.empty_cache | - |
-| 532 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html) | paddle.cuda.memory_allocated | - |
-| 533 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html) | paddle.cuda.memory_reserved | - |
-| 534 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html) | paddle.cuda.set_device | - |
-| 535 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html) | paddle.cuda.current_stream | - |
+| 381 | [torch.matmul](https://pytorch.org/docs/stable/torch.html#torch.matmul) | paddle.matmul | - |
+| 382 | [torch.linalg.matmul](https://pytorch.org/docs/stable/generated/torch.linalg.matmul.html#torch.linalg.matmul) | paddle.linalg.matmul | - |
+| 383 | [torch.Tensor.multiply](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.multiply) | paddle.Tensor.multiply | - |
+| 384 | [torch.Tensor.multiply_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.multiply_) | paddle.Tensor.multiply_ | - |
+| 385 | [torch.Tensor.matmul](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.matmul) | paddle.Tensor.matmul | - |
+| 386 | [torch.Tensor.amax](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.amax) | paddle.Tensor.amax | - |
+| 387 | [torch.Tensor.amin](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.amin) | paddle.Tensor.amin | - |
+| 388 | [torch.log2](https://pytorch.org/docs/stable/torch.html#torch.log2) | paddle.log2 | - |
+| 389 | [torch.Tensor.remainder](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.remainder) | paddle.Tensor.remainder | - |
+| 390 | [torch.remainder](https://pytorch.org/docs/stable/torch.html#torch.remainder) | paddle.remainder | - |
+| 391 | [torch.broadcast_to](https://pytorch.org/docs/stable/torch.html#torch.broadcast_to) | paddle.broadcast_to | - |
+| 392 | [torch.nn.functional.embedding](https://pytorch.org/docs/stable/generated/torch.nn.functional.embedding.html#torch.nn.functional.embedding) | paddle.nn.functional.embedding | - |
+| 393 | [torch.no_grad](https://pytorch.org/docs/stable/torch.html#torch.no_grad) | paddle.no_grad | - |
+| 394 | [torch.reshape](https://pytorch.org/docs/stable/torch.html#torch.reshape) | paddle.reshape | - |
+| 395 | [torch.Tensor.bitwise_or_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.bitwise_or_) | paddle.Tensor.bitwise_or_ | - |
+| 396 | [torch.Tensor.view](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.view) | paddle.Tensor.view | - |
+| 397 | [torch.unique_consecutive](https://pytorch.org/docs/stable/torch.html#torch.unique_consecutive) | paddle.unique_consecutive | - |
+| 398 | [torch.Tensor.cumsum](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cumsum) | paddle.Tensor.cumsum | - |
+| 399 | [torch.Tensor.expand](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.expand) | paddle.Tensor.expand | - |
+| 400 | [torch.isfinite](https://pytorch.org/docs/stable/torch.html#torch.isfinite) | paddle.isfinite | - |
+| 401 | [torch.isinf](https://pytorch.org/docs/stable/torch.html#torch.isinf) | paddle.isinf | - |
+| 402 | [torch.isnan](https://pytorch.org/docs/stable/torch.html#torch.isnan) | paddle.isnan | - |
+| 403 | [torch.flatten](https://pytorch.org/docs/stable/torch.html#torch.flatten) | paddle.flatten | - |
+| 404 | [torch.Tensor.flatten](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.flatten) | paddle.Tensor.flatten | - |
+| 405 | [torch.roll](https://pytorch.org/docs/stable/torch.html#torch.roll) | paddle.roll | - |
+| 406 | [torch.Tensor.sum](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sum) | paddle.Tensor.sum | - |
+| 407 | [torch.sum](https://pytorch.org/docs/stable/torch.html#torch.sum) | paddle.sum | - |
+| 408 | [torch.prod](https://pytorch.org/docs/stable/torch.html#torch.prod) | paddle.prod | - |
+| 409 | [torch.ceil](https://pytorch.org/docs/stable/torch.html#torch.ceil) | paddle.ceil | - |
+| 410 | [torch.floor_divide](https://pytorch.org/docs/stable/torch.html#torch.floor_divide) | paddle.floor_divide | - |
+| 411 | [torch.masked_select](https://pytorch.org/docs/stable/torch.html#torch.masked_select) | paddle.masked_select | - |
+| 412 | [torch.finfo](https://pytorch.org/docs/stable/torch.html#torch.finfo) | paddle.finfo | - |
+| 413 | [torch.is_complex](https://pytorch.org/docs/stable/torch.html#torch.is_complex) | paddle.is_complex | - |
+| 414 | [torch.concat](https://pytorch.org/docs/stable/torch.html#torch.concat) | paddle.concat | - |
+| 415 | [torch.nonzero](https://pytorch.org/docs/stable/torch.html#torch.nonzero) | paddle.nonzero | - |
+| 416 | [torch.Tensor.pow](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.pow) | paddle.Tensor.pow | - |
+| 417 | [torch.Tensor.prod](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.prod) | paddle.Tensor.prod | - |
+| 418 | [torch.Tensor.reshape](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.reshape) | paddle.Tensor.reshape | - |
+| 419 | [torch.argsort](https://pytorch.org/docs/stable/torch.html#torch.argsort) | paddle.argsort | - |
+| 420 | [torch.Tensor.argsort](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.argsort) | paddle.Tensor.argsort | - |
+| 421 | [torch.Tensor.squeeze](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.squeeze) | paddle.Tensor.squeeze | - |
+| 422 | [torch.chunk](https://pytorch.org/docs/stable/torch.html#torch.chunk) | paddle.chunk | - |
+| 423 | [torch.Tensor.chunk](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.chunk) | paddle.Tensor.chunk | - |
+| 424 | [torch.any](https://pytorch.org/docs/stable/torch.html#torch.any) | paddle.any | - |
+| 425 | [torch.nn.functional.one_hot](https://pytorch.org/docs/stable/generated/torch.nn.functional.one_hot.html#torch.nn.functional.one_hot) | paddle.nn.functional.one_hot | - |
+| 426 | [torch.unbind](https://pytorch.org/docs/stable/torch.html#torch.unbind) | paddle.unbind | - |
+| 427 | [torch.Tensor.unbind](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.unbind) | paddle.Tensor.unbind | - |
+| 428 | [torch.is_floating_point](https://pytorch.org/docs/stable/torch.html#torch.is_floating_point) | paddle.is_floating_point | - |
+| 429 | [torch.is_tensor](https://pytorch.org/docs/stable/torch.html#torch.is_tensor) | paddle.is_tensor | - |
+| 430 | [torch.isin](https://pytorch.org/docs/stable/torch.html#torch.isin) | paddle.isin | - |
+| 431 | [torch.Tensor.expand_as](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.expand_as) | paddle.Tensor.expand_as | - |
+| 432 | [torch.logsumexp](https://pytorch.org/docs/stable/torch.html#torch.logsumexp) | paddle.logsumexp | - |
+| 433 | [torch.Tensor.logsumexp](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logsumexp) | paddle.Tensor.logsumexp | - |
+| 434 | [torch.argmax](https://pytorch.org/docs/stable/torch.html#torch.argmax) | paddle.argmax | - |
+| 435 | [torch.Tensor.argmax](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.argmax) | paddle.Tensor.argmax | - |
+| 436 | [torch.argmin](https://pytorch.org/docs/stable/torch.html#torch.argmin) | paddle.argmin | - |
+| 437 | [torch.Tensor.argmin](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.argmin) | paddle.Tensor.argmin | - |
+| 438 | [torch.all](https://pytorch.org/docs/stable/torch.html#torch.all) | paddle.all | - |
+| 439 | [torch.Tensor.all](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.all) | paddle.Tensor.all | - |
+| 440 | [torch.Tensor.any](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.any) | paddle.Tensor.any | - |
+| 441 | [torch.tensor_split](https://pytorch.org/docs/stable/torch.html#torch.tensor_split) | paddle.tensor_split | - |
+| 442 | [torch.nn.functional.gelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.gelu.html#torch.nn.functional.gelu) | paddle.nn.functional.gelu | - |
+| 443 | [torch.layer_norm](https://pytorch.org/docs/stable/torch.html#torch.layer_norm) | paddle.layer_norm | - |
+| 444 | [torch.logical_not](https://pytorch.org/docs/stable/torch.html#torch.logical_not) | paddle.logical_not | - |
+| 445 | [torch.Tensor.logical_not](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_not) | paddle.Tensor.logical_not | - |
+| 446 | [torch.logical_and](https://pytorch.org/docs/stable/torch.html#torch.logical_and) | paddle.logical_and | - |
+| 447 | [torch.Tensor.logical_and](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_and) | paddle.Tensor.logical_and | - |
+| 448 | [torch.logical_or](https://pytorch.org/docs/stable/torch.html#torch.logical_or) | paddle.logical_or | - |
+| 449 | [torch.Tensor.logical_or](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_or) | paddle.Tensor.logical_or | - |
+| 450 | [torch.logical_xor](https://pytorch.org/docs/stable/torch.html#torch.logical_xor) | paddle.logical_xor | - |
+| 451 | [torch.Tensor.logical_xor](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.logical_xor) | paddle.Tensor.logical_xor | - |
+| 452 | [torch.index_select](https://pytorch.org/docs/stable/torch.html#torch.index_select) | paddle.index_select | - |
+| 453 | [torch.Tensor.index_select](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.index_select) | paddle.Tensor.index_select | - |
+| 454 | [torch.dot](https://pytorch.org/docs/stable/torch.html#torch.dot) | paddle.dot | - |
+| 455 | [torch.Tensor.dot](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.dot) | paddle.Tensor.dot | - |
+| 456 | [torch.nn.functional.conv1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv1d.html#torch.nn.functional.conv1d) | paddle.nn.functional.conv1d | - |
+| 457 | [torch.nn.functional.conv2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv2d.html#torch.nn.functional.conv2d) | paddle.nn.functional.conv2d | - |
+| 458 | [torch.nn.functional.conv3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv3d.html#torch.nn.functional.conv3d) | paddle.nn.functional.conv3d | - |
+| 459 | [torch.conv1d](https://pytorch.org/docs/stable/torch.html#torch.conv1d) | paddle.conv1d | - |
+| 460 | [torch.conv2d](https://pytorch.org/docs/stable/torch.html#torch.conv2d) | paddle.conv2d | - |
+| 461 | [torch.conv3d](https://pytorch.org/docs/stable/torch.html#torch.conv3d) | paddle.conv3d | - |
+| 462 | [torch.complex128](https://pytorch.org/docs/stable/torch.html#torch.complex128) | paddle.complex128 | - |
+| 463 | [torch.complex64](https://pytorch.org/docs/stable/torch.html#torch.complex64) | paddle.complex64 | - |
+| 464 | [torch.float64](https://pytorch.org/docs/stable/torch.html#torch.float64) | paddle.float64 | - |
+| 465 | [torch.float16](https://pytorch.org/docs/stable/torch.html#torch.float16) | paddle.float16 | - |
+| 466 | [torch.int16](https://pytorch.org/docs/stable/torch.html#torch.int16) | paddle.int16 | - |
+| 467 | [torch.int8](https://pytorch.org/docs/stable/torch.html#torch.int8) | paddle.int8 | - |
+| 468 | [torch.Tensor.narrow](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.narrow) | paddle.Tensor.narrow | - |
+| 469 | [torch.narrow](https://pytorch.org/docs/stable/torch.html#torch.narrow) | paddle.narrow | - |
+| 470 | [torch.Tensor.type_as](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.type_as) | paddle.Tensor.type_as | - |
+| 471 | [torch.nn.Sequential](https://pytorch.org/docs/stable/generated/torch.nn.Sequential.html#torch.nn.Sequential) | paddle.nn.Sequential | - |
+| 472 | [torch.Tensor.clone](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.clone) | paddle.Tensor.clone | - |
+| 473 | [torch.Tensor.contiguous](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.contiguous) | paddle.Tensor.contiguous | - |
+| 474 | [torch.Tensor.is_contiguous](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.is_contiguous) | paddle.Tensor.is_contiguous | - |
+| 475 | [torch.utils.cpp_extension.CUDA_HOME](https://pytorch.org/docs/stable/generated/torch.utils.cpp_extension.CUDA_HOME.html#torch.utils.cpp_extension.CUDA_HOME) | paddle.utils.cpp_extension.CUDA_HOME | - |
+| 476 | [torch.Tensor.is_coalesced](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.is_coalesced) | paddle.Tensor.is_coalesced | - |
+| 477 | [torch.torch.int32](https://pytorch.org/docs/stable/generated/torch.torch.int32.html#torch.torch.int32) | paddle.paddle.int32 | - |
+| 478 | [torch.transpose](https://pytorch.org/docs/stable/torch.html#torch.transpose) | paddle.transpose | - |
+| 479 | [torch.Tensor.transpose](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.transpose) | paddle.Tensor.transpose | - |
+| 480 | [torch.unsqueeze](https://pytorch.org/docs/stable/torch.html#torch.unsqueeze) | paddle.unsqueeze | - |
+| 481 | [torch.Tensor.unsqueeze](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.unsqueeze) | paddle.Tensor.unsqueeze | - |
+| 482 | [torch.sigmoid](https://pytorch.org/docs/stable/torch.html#torch.sigmoid) | paddle.sigmoid | - |
+| 483 | [torch.Tensor.topk](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.topk) | paddle.Tensor.topk | - |
+| 484 | [torch.outer](https://pytorch.org/docs/stable/torch.html#torch.outer) | paddle.outer | - |
+| 485 | [torch.nn.functional.sigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.sigmoid.html#torch.nn.functional.sigmoid) | paddle.nn.functional.sigmoid | - |
+| 486 | [torch.Tensor.requires_grad](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.requires_grad) | paddle.Tensor.requires_grad | - |
+| 487 | [torch.Tensor.data](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.data) | paddle.Tensor.data | - |
+| 488 | [torch.Tensor.cpu](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.cpu) | paddle.Tensor.cpu | - |
+| 489 | [torch.Tensor.\_\_add\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__add__) | paddle.Tensor.\_\_add\_\_ | - |
+| 490 | [torch.Tensor.\_\_ge\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__ge__) | paddle.Tensor.\_\_ge\_\_ | - |
+| 491 | [torch.Tensor.\_\_gt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__gt__) | paddle.Tensor.\_\_gt\_\_ | - |
+| 492 | [torch.Tensor.\_\_le\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__le__) | paddle.Tensor.\_\_le\_\_ | - |
+| 493 | [torch.Tensor.\_\_lt\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__lt__) | paddle.Tensor.\_\_lt\_\_ | - |
+| 494 | [torch.Tensor.\_\_mul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__mul__) | paddle.Tensor.\_\_mul\_\_ | - |
+| 495 | [torch.Tensor.\_\_ne\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__ne__) | paddle.Tensor.\_\_ne\_\_ | - |
+| 496 | [torch.Tensor.\_\_neg\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__neg__) | paddle.Tensor.\_\_neg\_\_ | - |
+| 497 | [torch.Tensor.\_\_radd\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__radd__) | paddle.Tensor.\_\_radd\_\_ | - |
+| 498 | [torch.Tensor.\_\_rmul\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__rmul__) | paddle.Tensor.\_\_rmul\_\_ | - |
+| 499 | [torch.Tensor.\_\_sub\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__sub__) | paddle.Tensor.\_\_sub\_\_ | - |
+| 500 | [torch.Tensor.\_\_reduce\_ex\_\_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.__reduce_ex__) | paddle.Tensor.\_\_reduce\_ex\_\_ | - |
+| 501 | [torch.from_numpy](https://pytorch.org/docs/stable/torch.html#torch.from_numpy) | paddle.from_numpy | - |
+| 502 | [torch.greater](https://pytorch.org/docs/stable/torch.html#torch.greater) | paddle.greater | - |
+| 503 | [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 | - |
+| 504 | [torch.nn.attention.sdpa_kernel](https://pytorch.org/docs/stable/generated/torch.nn.attention.sdpa_kernel.html#torch.nn.attention.sdpa_kernel) | paddle.nn.attention.sdpa_kernel | - |
+| 505 | [torch.nn.attention.SDPBackend](https://pytorch.org/docs/stable/generated/torch.nn.attention.SDPBackend.html#torch.nn.attention.SDPBackend) | paddle.nn.attention.SDPBackend | - |
+| 506 | [torch.nn.attention._cur_sdpa_kernel_backends](https://pytorch.org/docs/stable/generated/torch.nn.attention._cur_sdpa_kernel_backends.html#torch.nn.attention._cur_sdpa_kernel_backends) | paddle.nn.attention._cur_sdpa_kernel_backends | - |
+| 507 | [torch.nn.SiLU](https://pytorch.org/docs/stable/generated/torch.nn.SiLU.html#torch.nn.SiLU) | paddle.nn.SiLU | - |
+| 508 | [torch.randperm](https://pytorch.org/docs/stable/torch.html#torch.randperm) | paddle.randperm | - |
+| 509 | [torch.Tensor.ge](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ge) | paddle.Tensor.ge | - |
+| 510 | [torch.Tensor.gt](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.gt) | paddle.Tensor.gt | - |
+| 511 | [torch.Tensor.le](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.le) | paddle.Tensor.le | - |
+| 512 | [torch.Tensor.lt](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.lt) | paddle.Tensor.lt | - |
+| 513 | [torch.Tensor.ne](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.ne) | paddle.Tensor.ne | - |
+| 514 | [torch.manual_seed](https://pytorch.org/docs/stable/torch.html#torch.manual_seed) | paddle.manual_seed | - |
+| 515 | [torch.asarray](https://pytorch.org/docs/stable/torch.html#torch.asarray) | paddle.asarray | - |
+| 516 | [torch.ne](https://pytorch.org/docs/stable/torch.html#torch.ne) | paddle.ne | - |
+| 517 | [torch.lt](https://pytorch.org/docs/stable/torch.html#torch.lt) | paddle.lt | - |
+| 518 | [torch.less](https://pytorch.org/docs/stable/torch.html#torch.less) | paddle.less | - |
+| 519 | [torch.le](https://pytorch.org/docs/stable/torch.html#torch.le) | paddle.le | - |
+| 520 | [torch.ge](https://pytorch.org/docs/stable/torch.html#torch.ge) | paddle.ge | - |
+| 521 | [torch.get_default_device](https://pytorch.org/docs/stable/torch.html#torch.get_default_device) | paddle.get_default_device | - |
+| 522 | [torch.Tensor.eq](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.eq) | paddle.Tensor.eq | - |
+| 523 | [torch.Tensor.less](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.less) | paddle.Tensor.less | - |
+| 524 | [torch.Tensor.greater](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.greater) | paddle.Tensor.greater | - |
+| 525 | [torch.gather](https://pytorch.org/docs/stable/torch.html#torch.gather) | paddle.gather | - |
+| 526 | [torch.Tensor.gather](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.gather) | paddle.Tensor.gather | - |
+| 527 | [torch.Tensor.scatter](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter) | paddle.Tensor.scatter | - |
+| 528 | [torch.Tensor.scatter_](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.scatter_) | paddle.Tensor.scatter_ | - |
+| 529 | [torch.scatter](https://pytorch.org/docs/stable/torch.html#torch.scatter) | paddle.scatter | - |
+| 530 | [torch.cuda.get_device_properties](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_properties.html#torch.cuda.get_device_properties) | paddle.cuda.get_device_properties | - |
+| 531 | [torch.cuda.get_rng_state](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state.html#torch.cuda.get_rng_state) | paddle.cuda.get_rng_state | - |
+| 532 | [torch.cuda.is_current_stream_capturing](https://pytorch.org/docs/stable/generated/torch.cuda.is_current_stream_capturing.html#torch.cuda.is_current_stream_capturing) | paddle.cuda.is_current_stream_capturing | - |
+| 533 | [torch.cuda.manual_seed_all](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | paddle.cuda.manual_seed_all | - |
+| 534 | [torch.cuda.set_rng_state](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state.html#torch.cuda.set_rng_state) | paddle.cuda.set_rng_state | - |
+| 535 | [torch.get_device_module](https://pytorch.org/docs/stable/torch.html#torch.get_device_module) | paddle.get_device_module | - |
+| 536 | [torch.cuda.is_available](https://pytorch.org/docs/stable/generated/torch.cuda.is_available.html#torch.cuda.is_available) | paddle.cuda.is_available | - |
+| 537 | [torch.device](https://pytorch.org/docs/stable/torch.html#torch.device) | paddle.device | - |
+| 538 | [torch.cuda.get_device_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | paddle.cuda.get_device_capability | - |
+| 539 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | paddle.cuda.current_device | - |
+| 540 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | paddle.cuda.device_count | - |
+| 541 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | paddle.cuda.empty_cache | - |
+| 542 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | paddle.cuda.memory_allocated | - |
+| 543 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | paddle.cuda.memory_reserved | - |
+| 544 | [torch.cuda.set_device](https://pytorch.org/docs/stable/generated/torch.cuda.set_device.html#torch.cuda.set_device) | paddle.cuda.set_device | - |
+| 545 | [torch.cuda.current_stream](https://pytorch.org/docs/stable/generated/torch.cuda.current_stream.html#torch.cuda.current_stream) | paddle.cuda.current_stream | - |
### 2. 仅 API 调用方式不一致
**分类简介**
@@ -647,71 +657,70 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 52 | [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) |
| 53 | [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) |
| 54 | [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) |
-| 55 | [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) |
-| 56 | [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) |
-| 57 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | paddle.compat.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) |
-| 58 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | paddle.compat.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) |
-| 59 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | paddle.compat.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) |
-| 60 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | paddle.compat.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) |
-| 61 | [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) |
-| 62 | [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) |
-| 63 | [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) |
-| 64 | [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) |
-| 65 | [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) |
-| 66 | [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) |
-| 67 | [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) |
-| 68 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | paddle.compat.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) |
-| 69 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | paddle.compat.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) |
-| 70 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | paddle.compat.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) |
-| 71 | [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) |
-| 72 | [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) |
-| 73 | [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) |
-| 74 | [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) |
-| 75 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | paddle.compat.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) |
-| 76 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | paddle.compat.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) |
-| 77 | [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) |
-| 78 | [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) |
-| 79 | [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) |
-| 80 | [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) |
-| 81 | [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) |
-| 82 | [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) |
-| 83 | [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) |
-| 84 | [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) |
-| 85 | [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) |
-| 86 | [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) |
-| 87 | [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) |
-| 88 | [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) |
-| 89 | [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) |
-| 90 | [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) |
-| 91 | [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) |
-| 92 | [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) |
-| 93 | [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) |
-| 94 | [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) |
-| 95 | [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) |
-| 96 | [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) |
-| 97 | [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) |
-| 98 | [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) |
-| 99 | [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) |
-| 100 | [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) |
-| 101 | [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) |
-| 102 | [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) |
-| 103 | [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) | - |
-| 104 | [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) |
-| 105 | [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) |
-| 106 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | paddleformers.generation.StoppingCriteriaList | [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) |
-| 107 | [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList) | paddleformers.generation.LogitsProcessorList | [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) |
-| 108 | [transformers.utils.add\_start\_docstrings\_to\_model\_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45) | paddleformers.trainer.utils.add_start_docstrings_to_model_forward | [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.utils.add_start_docstrings_to_model_forward.html) |
-| 109 | [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) |
-| 110 | [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html) | [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-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.imag.html) |
-| 111 | [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html) | [paddle.Tensor.is_sparse](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/invok_diff_only/torch.Tensor.is_sparse.html) |
-| 112 | [torch.Tensor.is\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) | [paddle.Tensor.is\_sparse\_csr](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/invok_diff_only/torch.Tensor.is_sparse_csr.html) |
-| 113 | [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) | [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-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.real.html) |
-| 114 | torch.autograd.function.FunctionCtx.saved_tensors | paddle.autograd.PyLayerContext.saved_tensor | - |
-| 115 | [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) |
-| 116 | [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) | [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) | [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.PreTrainedTokenizer.html) |
-| 117 | [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) | [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) | [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.utils.GenerateOutput.html) |
-| 118 | [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) | [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) | [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.modeling_outputs.BaseModelOutputWithPast.html) |
-| 119 | [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) | [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) | [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.modeling_outputs.CausalLMOutputWithPast.html) |
+| 55 | [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) |
+| 56 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | paddle.compat.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) |
+| 57 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | paddle.compat.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) |
+| 58 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | paddle.compat.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) |
+| 59 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | paddle.compat.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) |
+| 60 | [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) |
+| 61 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | paddle.compat.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) |
+| 68 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | paddle.compat.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) |
+| 69 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | paddle.compat.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) |
+| 70 | [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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | paddle.compat.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) |
+| 75 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | paddle.compat.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) |
+| 76 | [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) |
+| 77 | [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) |
+| 78 | [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) |
+| 79 | [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) |
+| 80 | [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) |
+| 81 | [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) |
+| 82 | [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) |
+| 83 | [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) |
+| 84 | [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) |
+| 85 | [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) |
+| 86 | [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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [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) |
+| 91 | [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) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) | - |
+| 103 | [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) |
+| 104 | [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) |
+| 105 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | paddleformers.generation.StoppingCriteriaList | [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) |
+| 106 | [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList) | paddleformers.generation.LogitsProcessorList | [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) |
+| 107 | [transformers.utils.add\_start\_docstrings\_to\_model\_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45) | paddleformers.trainer.utils.add_start_docstrings_to_model_forward | [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.utils.add_start_docstrings_to_model_forward.html) |
+| 108 | [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) |
+| 109 | [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html) | [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-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.imag.html) |
+| 110 | [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html) | [paddle.Tensor.is_sparse](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/invok_diff_only/torch.Tensor.is_sparse.html) |
+| 111 | [torch.Tensor.is\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) | [paddle.Tensor.is\_sparse\_csr](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/invok_diff_only/torch.Tensor.is_sparse_csr.html) |
+| 112 | [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) | [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-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.real.html) |
+| 113 | torch.autograd.function.FunctionCtx.saved_tensors | paddle.autograd.PyLayerContext.saved_tensor | - |
+| 114 | [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) |
+| 115 | [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) | [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) | [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.PreTrainedTokenizer.html) |
+| 116 | [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) | [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) | [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.utils.GenerateOutput.html) |
+| 117 | [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) | [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) | [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.modeling_outputs.BaseModelOutputWithPast.html) |
+| 118 | [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) | [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) | [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.modeling_outputs.CausalLMOutputWithPast.html) |
### 3. 仅参数名不一致
**分类简介**
@@ -781,162 +790,161 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 59 | [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) |
| 60 | [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) |
| 61 | [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) |
-| 62 | [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) |
-| 63 | [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) |
-| 64 | [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) |
-| 65 | [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) |
-| 66 | [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) |
-| 67 | [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) |
-| 68 | [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) |
-| 69 | [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) |
-| 70 | [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) |
-| 71 | [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) |
-| 72 | [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) |
-| 73 | [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) |
-| 74 | [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) |
-| 75 | [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) |
-| 76 | [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) |
-| 77 | [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) |
-| 78 | [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) |
-| 79 | [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) |
-| 80 | [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) |
-| 81 | [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) |
-| 82 | [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) |
-| 83 | [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) |
-| 84 | [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) |
-| 85 | [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) |
-| 86 | [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) |
-| 87 | [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) |
-| 88 | [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) |
-| 89 | [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) |
-| 90 | [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) |
-| 91 | [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) |
-| 92 | [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) |
-| 93 | [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) |
-| 94 | [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) |
-| 95 | [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) |
-| 96 | [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) |
-| 97 | [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) |
-| 98 | [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) |
-| 99 | [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) |
-| 100 | [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) |
-| 101 | [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) |
-| 102 | [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) |
-| 103 | [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) |
-| 104 | [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) |
-| 105 | [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) |
-| 106 | [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) |
-| 107 | [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) |
-| 108 | [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) |
-| 109 | [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) |
-| 110 | [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) |
-| 111 | 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) |
-| 112 | [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) |
-| 113 | [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) |
-| 114 | [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) |
-| 115 | [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) |
-| 116 | [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) |
-| 117 | [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) |
-| 118 | [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) |
-| 119 | [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) |
-| 120 | [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) |
-| 121 | [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) |
-| 122 | [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) |
-| 123 | [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) |
-| 124 | [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) |
-| 125 | [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) |
-| 126 | [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) |
-| 127 | [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) |
-| 128 | [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) |
-| 129 | [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) |
-| 130 | [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) |
-| 131 | [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) |
-| 132 | [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) |
-| 133 | [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) |
-| 134 | [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) |
-| 135 | [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) |
-| 136 | [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) |
-| 137 | [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) |
-| 138 | [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) |
-| 139 | [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) |
-| 140 | [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) |
-| 141 | [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) |
-| 142 | [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) |
-| 143 | [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) |
-| 144 | [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) |
-| 145 | [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) |
-| 146 | [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) |
-| 147 | [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) |
-| 148 | [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) |
-| 149 | [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) |
-| 150 | [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) |
-| 151 | [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) |
-| 152 | [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) |
-| 153 | [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) |
-| 154 | [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) |
-| 155 | [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) |
-| 156 | [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) |
-| 157 | [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) |
-| 158 | [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) |
-| 159 | [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) |
-| 160 | [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) |
-| 161 | [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) |
-| 162 | [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) |
-| 163 | [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) |
-| 164 | [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) |
-| 165 | [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) |
-| 166 | [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) |
-| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.celu.html) |
-| 168 | [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) |
-| 169 | [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) |
-| 170 | [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) |
-| 171 | [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) |
-| 172 | [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) |
-| 173 | [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) |
-| 174 | [torch.iinfo](https://pytorch.org/docs/stable/type_info.html#torch-iinfo) | [paddle.iinfo](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/iinfo_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.iinfo.html) |
-| 175 | [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) |
-| 176 | [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) |
-| 177 | [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) |
-| 178 | [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) |
-| 179 | [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) |
-| 180 | [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) |
-| 181 | [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) |
-| 182 | [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) |
-| 183 | [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) |
-| 184 | [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) |
-| 185 | [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) |
-| 186 | [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) |
-| 187 | [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) |
-| 188 | [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) |
-| 189 | [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) |
-| 190 | [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) |
-| 191 | [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) |
-| 192 | [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) |
-| 193 | [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) |
-| 194 | [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) |
-| 195 | [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) |
-| 196 | [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) |
-| 197 | [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) |
-| 198 | [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) |
-| 199 | [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) |
-| 200 | [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) |
-| 201 | [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) |
-| 202 | [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) |
-| 203 | [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) |
-| 204 | [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) |
-| 205 | [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) |
-| 206 | [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) |
-| 207 | [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) |
-| 208 | [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) |
-| 209 | [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) |
-| 210 | [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) |
-| 211 | [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) |
-| 212 | [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) |
-| 213 | [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) |
-| 214 | [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) |
-| 215 | [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) |
-| 216 | [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) |
-| 217 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [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) |
+| 69 | [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) |
+| 70 | [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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [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) |
+| 75 | [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) |
+| 76 | [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) |
+| 77 | [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) |
+| 78 | [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) |
+| 79 | [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) |
+| 80 | [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) |
+| 81 | [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) |
+| 82 | [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) |
+| 83 | [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) |
+| 84 | [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) |
+| 85 | [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) |
+| 86 | [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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [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) |
+| 91 | [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) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) |
+| 103 | [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) |
+| 104 | [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) |
+| 105 | [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) |
+| 106 | [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) |
+| 107 | [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) |
+| 108 | [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) |
+| 109 | [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) |
+| 110 | 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) |
+| 111 | [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) |
+| 112 | [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) |
+| 113 | [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) |
+| 114 | [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) |
+| 115 | [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) |
+| 116 | [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) |
+| 117 | [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) |
+| 118 | [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) |
+| 119 | [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) |
+| 120 | [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) |
+| 121 | [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) |
+| 122 | [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) |
+| 123 | [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) |
+| 124 | [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) |
+| 125 | [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) |
+| 126 | [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) |
+| 127 | [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) |
+| 128 | [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) |
+| 129 | [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) |
+| 130 | [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) |
+| 131 | [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) |
+| 132 | [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) |
+| 133 | [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) |
+| 134 | [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) |
+| 135 | [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) |
+| 136 | [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) |
+| 137 | [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) |
+| 138 | [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) |
+| 139 | [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) |
+| 140 | [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) |
+| 141 | [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) |
+| 142 | [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) |
+| 143 | [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) |
+| 144 | [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) |
+| 145 | [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) |
+| 146 | [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) |
+| 147 | [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) |
+| 148 | [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) |
+| 149 | [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) |
+| 150 | [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) |
+| 151 | [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) |
+| 152 | [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) |
+| 153 | [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) |
+| 154 | [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) |
+| 155 | [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) |
+| 156 | [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) |
+| 157 | [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) |
+| 158 | [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) |
+| 159 | [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) |
+| 160 | [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) |
+| 161 | [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) |
+| 162 | [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) |
+| 163 | [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) |
+| 164 | [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) |
+| 165 | [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) |
+| 166 | [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) |
+| 167 | [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) |
+| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagflat.html) |
+| 169 | [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) |
+| 170 | [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) |
+| 171 | [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) |
+| 172 | [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) |
+| 173 | [torch.iinfo](https://pytorch.org/docs/stable/type_info.html#torch-iinfo) | [paddle.iinfo](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/iinfo_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.iinfo.html) |
+| 174 | [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) |
+| 175 | [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) |
+| 176 | [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) |
+| 177 | [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) |
+| 178 | [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) |
+| 179 | [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) |
+| 180 | [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) |
+| 181 | [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) |
+| 182 | [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) |
+| 183 | [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) |
+| 184 | [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) |
+| 185 | [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) |
+| 186 | [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) |
+| 187 | [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) |
+| 188 | [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) |
+| 189 | [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) |
+| 190 | [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) |
+| 191 | [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) |
+| 192 | [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) |
+| 193 | [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) |
+| 194 | [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) |
+| 195 | [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) |
+| 196 | [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) |
+| 197 | [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) |
+| 198 | [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) |
+| 199 | [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) |
+| 200 | [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) |
+| 201 | [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) |
+| 202 | [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) |
+| 203 | [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) |
+| 204 | [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) |
+| 205 | [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) |
+| 206 | [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) |
+| 207 | [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) |
+| 208 | [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) |
+| 209 | [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) |
+| 210 | [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) |
+| 211 | [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) |
+| 212 | [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) |
+| 213 | [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) |
+| 214 | [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) |
+| 215 | [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) |
+| 216 | [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) |
### 4. paddle 参数更多
**分类简介**
@@ -1175,321 +1183,316 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 84 | [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) |
| 85 | [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) |
| 86 | [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) |
-| 87 | [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) |
-| 88 | [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) |
-| 89 | [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) |
-| 90 | [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) |
-| 91 | [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product) | [paddle.linalg.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/torch_more_args/torch.linalg.householder_product.html) |
-| 92 | [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) |
-| 93 | [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) |
-| 94 | [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) |
-| 95 | [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) |
-| 96 | [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) |
-| 97 | [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) |
-| 98 | [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) |
-| 99 | [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) |
-| 100 | [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) |
-| 101 | [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) |
-| 102 | [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) |
-| 103 | [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) |
-| 104 | [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) |
-| 105 | [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) |
-| 106 | [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) |
-| 107 | [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) |
-| 108 | [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) |
-| 109 | 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) |
-| 110 | [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) |
-| 111 | [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) |
-| 112 | [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) |
-| 113 | [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) |
-| 114 | [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) |
-| 115 | [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) |
-| 116 | [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) |
-| 117 | [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) |
-| 118 | [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) |
-| 119 | [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) |
-| 120 | [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) |
-| 121 | [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) |
-| 122 | [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) |
-| 123 | [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) |
-| 124 | [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) |
-| 125 | [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) |
-| 126 | [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) |
-| 127 | [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) |
-| 128 | [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) |
-| 129 | [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) |
-| 130 | [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) |
-| 131 | [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) |
-| 132 | [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) |
-| 133 | [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) |
-| 134 | [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) |
-| 135 | [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) |
-| 136 | [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) |
-| 137 | [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) |
-| 138 | [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) |
-| 139 | [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) |
-| 140 | [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) |
-| 141 | [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) |
-| 142 | [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) |
-| 143 | [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) |
-| 144 | [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) |
-| 145 | [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) |
-| 146 | [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) |
-| 147 | [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) |
-| 148 | [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) |
-| 149 | [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) |
-| 150 | [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) |
-| 151 | [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) |
-| 152 | [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) |
-| 153 | [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) |
-| 154 | [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) |
-| 155 | [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) |
-| 156 | [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) |
-| 157 | [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) |
-| 158 | [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) |
-| 159 | [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) |
-| 160 | [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) |
-| 161 | [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) |
-| 162 | [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) |
-| 163 | [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) |
-| 164 | [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) |
-| 165 | [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) |
-| 166 | [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) |
-| 167 | [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) |
-| 168 | [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) |
-| 169 | [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) |
-| 170 | [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) |
-| 171 | [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) |
-| 172 | [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) |
-| 173 | [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) |
-| 174 | [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) |
-| 175 | [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) |
-| 176 | [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) |
-| 177 | [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) |
-| 178 | [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) |
-| 179 | [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) |
-| 180 | [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) |
-| 181 | [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) |
-| 182 | [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) |
-| 183 | [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) |
-| 184 | [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) |
-| 185 | [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) |
-| 186 | [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) |
-| 187 | [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) |
-| 188 | [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) |
-| 189 | [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) |
-| 190 | [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) |
-| 191 | [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) |
-| 192 | [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) |
-| 193 | [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) |
-| 194 | [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) |
-| 195 | [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) |
-| 196 | [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) |
-| 197 | [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) |
-| 198 | [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) |
-| 199 | [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) |
-| 200 | [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) |
-| 201 | [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_) | [paddle.nn.utils.clip\_grad\_value\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_value__cn.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.utils.clip_grad_value_.html) |
-| 202 | [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) |
-| 203 | [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) |
-| 204 | [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) |
-| 205 | [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) |
-| 206 | [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) |
-| 207 | [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) |
-| 208 | [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) |
-| 209 | [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) |
-| 210 | [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) |
-| 211 | [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) |
-| 212 | [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) |
-| 213 | [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) |
-| 214 | [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) |
-| 215 | [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) |
-| 216 | [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) |
-| 217 | [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) |
-| 218 | [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) |
-| 219 | [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) |
-| 220 | [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) |
-| 221 | [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) |
-| 222 | [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) |
-| 223 | [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) |
-| 224 | [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) |
-| 225 | [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) |
-| 226 | [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) |
-| 227 | [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) |
-| 228 | [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) |
-| 229 | [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) |
-| 230 | [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) |
-| 231 | [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) |
-| 232 | [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) |
-| 233 | [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) |
-| 234 | [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) |
-| 235 | [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) |
-| 236 | [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) |
-| 237 | [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) |
-| 238 | [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) |
-| 239 | [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) |
-| 240 | [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) |
-| 241 | [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) |
-| 242 | [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) |
-| 243 | [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) |
-| 244 | [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) |
-| 245 | [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) |
-| 246 | [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) |
-| 247 | [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) |
-| 248 | [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) |
-| 249 | [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) |
-| 250 | [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) |
-| 251 | [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) |
-| 252 | [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) |
-| 253 | [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) |
-| 254 | [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) |
-| 255 | [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) |
-| 256 | [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) |
-| 257 | [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) |
-| 258 | [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) |
-| 259 | [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) |
-| 260 | [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) |
-| 261 | [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) |
-| 262 | [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) |
-| 263 | [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) |
-| 264 | [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) |
-| 265 | [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) |
-| 266 | [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) |
-| 267 | [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) |
-| 268 | [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) |
-| 269 | [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) |
-| 270 | [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) |
-| 271 | [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) |
-| 272 | [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) |
-| 273 | [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) |
-| 274 | [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) |
-| 275 | [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) |
-| 276 | [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) |
-| 277 | [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) |
-| 278 | [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) |
-| 279 | [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) |
-| 280 | [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) |
-| 281 | [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) |
-| 282 | [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) |
-| 283 | [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) |
-| 284 | [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) |
-| 285 | [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) |
-| 286 | [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) |
-| 287 | [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) |
-| 288 | [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) |
-| 289 | [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) |
-| 290 | [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) |
-| 291 | [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) |
-| 292 | [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) |
-| 293 | [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) |
-| 294 | [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) |
-| 295 | [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) |
-| 296 | [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) |
-| 297 | [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) |
-| 298 | [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) |
-| 299 | [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) |
-| 300 | [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) |
-| 301 | [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) |
-| 302 | [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) |
-| 303 | [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) |
-| 304 | [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) |
-| 305 | [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) |
-| 306 | [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) |
-| 307 | [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) |
-| 308 | [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) |
-| 309 | [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) |
-| 310 | [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) |
-| 311 | [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) |
-| 312 | [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) |
-| 313 | [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) |
-| 314 | [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) |
-| 315 | [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) |
-| 316 | [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) |
-| 317 | [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) |
-| 318 | [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) |
-| 319 | [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) |
-| 320 | [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_) | [paddle.nn.utils.clip\_grad\_norm\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_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.nn.utils.clip_grad_norm_.html) |
-| 321 | [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) |
-| 322 | [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) |
-| 323 | [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) |
-| 324 | [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) |
-| 325 | [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) |
-| 326 | [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) |
-| 327 | [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) |
-| 328 | [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) |
-| 329 | [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) |
-| 330 | [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) |
-| 331 | [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) |
-| 332 | [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) |
-| 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://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RReLU.html) |
-| 334 | [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) |
-| 335 | [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) |
-| 336 | [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) |
-| 337 | [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) |
-| 338 | [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) |
-| 339 | [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) |
-| 340 | [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) |
-| 341 | [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) |
-| 342 | [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) |
-| 343 | [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) |
-| 344 | [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) |
-| 345 | [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) |
-| 346 | [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) |
-| 347 | [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) |
-| 348 | [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) |
-| 349 | [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) |
-| 350 | [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) |
-| 351 | [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) |
-| 352 | [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) |
-| 353 | [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) |
-| 354 | [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) |
-| 355 | [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) |
-| 356 | [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) |
-| 357 | [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) |
-| 358 | [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) |
-| 359 | [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) |
-| 360 | [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) |
-| 361 | [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) |
-| 362 | [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) |
-| 363 | [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) |
-| 364 | [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) |
-| 365 | [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) |
-| 366 | [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) |
-| 367 | [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) |
-| 368 | [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) |
-| 369 | [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) |
-| 370 | [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) |
-| 371 | [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) |
-| 372 | [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) |
-| 373 | [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) |
-| 374 | 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) |
-| 375 | [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) |
-| 376 | [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) |
-| 377 | [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) |
-| 378 | [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) |
-| 379 | [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) |
-| 380 | [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) |
-| 381 | [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) |
-| 382 | [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) |
-| 383 | [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) |
-| 384 | [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) |
-| 385 | [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) |
-| 386 | [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) |
-| 387 | [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) |
-| 388 | [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) |
-| 389 | [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) |
-| 390 | [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) |
-| 391 | [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) |
-| 392 | [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) |
-| 393 | [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) |
-| 394 | [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) |
-| 395 | [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) |
-| 396 | [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) |
-| 397 | [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) |
-| 398 | [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) |
-| 399 | [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) |
-| 400 | [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) |
-| 401 | [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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product) | [paddle.linalg.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/torch_more_args/torch.linalg.householder_product.html) |
+| 91 | [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) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) |
+| 103 | [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) |
+| 104 | [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) |
+| 105 | [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) |
+| 106 | [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) |
+| 107 | [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) |
+| 108 | 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) |
+| 109 | [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) |
+| 110 | [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) |
+| 111 | [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) |
+| 112 | [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) |
+| 113 | [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) |
+| 114 | [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) |
+| 115 | [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) |
+| 116 | [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) |
+| 117 | [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) |
+| 118 | [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) |
+| 119 | [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) |
+| 120 | [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) |
+| 121 | [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) |
+| 122 | [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) |
+| 123 | [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) |
+| 124 | [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) |
+| 125 | [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) |
+| 126 | [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) |
+| 127 | [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) |
+| 128 | [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) |
+| 129 | [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) |
+| 130 | [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) |
+| 131 | [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) |
+| 132 | [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) |
+| 133 | [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) |
+| 134 | [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) |
+| 135 | [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) |
+| 136 | [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) |
+| 137 | [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) |
+| 138 | [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) |
+| 139 | [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) |
+| 140 | [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) |
+| 141 | [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) |
+| 142 | [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) |
+| 143 | [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) |
+| 144 | [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) |
+| 145 | [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) |
+| 146 | [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) |
+| 147 | [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) |
+| 148 | [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) |
+| 149 | [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) |
+| 150 | [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) |
+| 151 | [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) |
+| 152 | [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) |
+| 153 | [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) |
+| 154 | [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) |
+| 155 | [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) |
+| 156 | [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) |
+| 157 | [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) |
+| 158 | [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) |
+| 159 | [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) |
+| 160 | [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) |
+| 161 | [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) |
+| 162 | [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) |
+| 163 | [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) |
+| 164 | [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) |
+| 165 | [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) |
+| 166 | [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) |
+| 167 | [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) |
+| 168 | [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) |
+| 169 | [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) |
+| 170 | [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) |
+| 171 | [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) |
+| 172 | [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) |
+| 173 | [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) |
+| 174 | [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) |
+| 175 | [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) |
+| 176 | [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) |
+| 177 | [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) |
+| 178 | [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) |
+| 179 | [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) |
+| 180 | [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) |
+| 181 | [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) |
+| 182 | [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) |
+| 183 | [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) |
+| 184 | [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) |
+| 185 | [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) |
+| 186 | [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) |
+| 187 | [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) |
+| 188 | [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) |
+| 189 | [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) |
+| 190 | [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) |
+| 191 | [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) |
+| 192 | [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) |
+| 193 | [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) |
+| 194 | [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) |
+| 195 | [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) |
+| 196 | [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) |
+| 197 | [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) |
+| 198 | [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_) | [paddle.nn.utils.clip\_grad\_value\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_value__cn.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.utils.clip_grad_value_.html) |
+| 199 | [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) |
+| 200 | [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) |
+| 201 | [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) |
+| 202 | [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) |
+| 203 | [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) |
+| 204 | [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) |
+| 205 | [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) |
+| 206 | [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) |
+| 207 | [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) |
+| 208 | [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) |
+| 209 | [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) |
+| 210 | [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) |
+| 211 | [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) |
+| 212 | [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) |
+| 213 | [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) |
+| 214 | [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) |
+| 215 | [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) |
+| 216 | [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) |
+| 217 | [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) |
+| 218 | [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) |
+| 219 | [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) |
+| 220 | [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) |
+| 221 | [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) |
+| 222 | [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) |
+| 223 | [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) |
+| 224 | [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) |
+| 225 | [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) |
+| 226 | [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) |
+| 227 | [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) |
+| 228 | [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) |
+| 229 | [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) |
+| 230 | [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) |
+| 231 | [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) |
+| 232 | [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) |
+| 233 | [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) |
+| 234 | [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) |
+| 235 | [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) |
+| 236 | [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) |
+| 237 | [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) |
+| 238 | [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) |
+| 239 | [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) |
+| 240 | [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) |
+| 241 | [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) |
+| 242 | [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) |
+| 243 | [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) |
+| 244 | [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) |
+| 245 | [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) |
+| 246 | [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) |
+| 247 | [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) |
+| 248 | [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) |
+| 249 | [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) |
+| 250 | [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) |
+| 251 | [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) |
+| 252 | [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) |
+| 253 | [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) |
+| 254 | [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) |
+| 255 | [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) |
+| 256 | [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) |
+| 257 | [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) |
+| 258 | [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) |
+| 259 | [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) |
+| 260 | [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) |
+| 261 | [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) |
+| 262 | [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) |
+| 263 | [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) |
+| 264 | [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) |
+| 265 | [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) |
+| 266 | [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) |
+| 267 | [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) |
+| 268 | [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) |
+| 269 | [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) |
+| 270 | [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) |
+| 271 | [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) |
+| 272 | [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) |
+| 273 | [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) |
+| 274 | [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) |
+| 275 | [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) |
+| 276 | [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) |
+| 277 | [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) |
+| 278 | [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) |
+| 279 | [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) |
+| 280 | [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) |
+| 281 | [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) |
+| 282 | [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) |
+| 283 | [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) |
+| 284 | [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) |
+| 285 | [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) |
+| 286 | [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) |
+| 287 | [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) |
+| 288 | [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) |
+| 289 | [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) |
+| 290 | [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) |
+| 291 | [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) |
+| 292 | [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) |
+| 293 | [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) |
+| 294 | [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) |
+| 295 | [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) |
+| 296 | [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) |
+| 297 | [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) |
+| 298 | [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) |
+| 299 | [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) |
+| 300 | [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) |
+| 301 | [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) |
+| 302 | [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) |
+| 303 | [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) |
+| 304 | [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) |
+| 305 | [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) |
+| 306 | [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) |
+| 307 | [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) |
+| 308 | [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) |
+| 309 | [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) |
+| 310 | [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) |
+| 311 | [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) |
+| 312 | [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) |
+| 313 | [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) |
+| 314 | [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) |
+| 315 | [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_) | [paddle.nn.utils.clip\_grad\_norm\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_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.nn.utils.clip_grad_norm_.html) |
+| 316 | [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) |
+| 317 | [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) |
+| 318 | [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) |
+| 319 | [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) |
+| 320 | [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) |
+| 321 | [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) |
+| 322 | [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) |
+| 323 | [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) |
+| 324 | [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) |
+| 325 | [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) |
+| 326 | [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) |
+| 327 | [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) |
+| 328 | [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) |
+| 329 | [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) |
+| 330 | [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) |
+| 331 | [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) |
+| 332 | [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) |
+| 333 | [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) |
+| 334 | [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) |
+| 335 | [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) |
+| 336 | [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) |
+| 337 | [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) |
+| 338 | [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) |
+| 339 | [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) |
+| 340 | [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) |
+| 341 | [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) |
+| 342 | [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) |
+| 343 | [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) |
+| 344 | [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) |
+| 345 | [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) |
+| 346 | [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) |
+| 347 | [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) |
+| 348 | [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) |
+| 349 | [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) |
+| 350 | [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) |
+| 351 | [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) |
+| 352 | [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) |
+| 353 | [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) |
+| 354 | [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) |
+| 355 | [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) |
+| 356 | [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) |
+| 357 | [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) |
+| 358 | [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) |
+| 359 | [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) |
+| 360 | [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) |
+| 361 | [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) |
+| 362 | [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) |
+| 363 | [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) |
+| 364 | [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) |
+| 365 | [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) |
+| 366 | [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) |
+| 367 | [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) |
+| 368 | [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) |
+| 369 | 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) |
+| 370 | [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) |
+| 371 | [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) |
+| 372 | [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) |
+| 373 | [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) |
+| 374 | [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) |
+| 375 | [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) |
+| 376 | [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) |
+| 377 | [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) |
+| 378 | [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) |
+| 379 | [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) |
+| 380 | [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) |
+| 381 | [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) |
+| 382 | [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) |
+| 383 | [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) |
+| 384 | [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) |
+| 385 | [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) |
+| 386 | [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) |
+| 387 | [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) |
+| 388 | [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) |
+| 389 | [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) |
+| 390 | [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) |
+| 391 | [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) |
+| 392 | [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) |
+| 393 | [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) |
+| 394 | [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) |
+| 395 | [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) |
+| 396 | [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**
@@ -1616,41 +1619,40 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 41 | [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) |
| 42 | [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) |
| 43 | [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) |
-| 44 | [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) |
-| 45 | [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) |
-| 46 | [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) |
-| 47 | [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) |
-| 48 | [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) |
-| 49 | [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) |
-| 50 | [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) |
-| 51 | [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) |
-| 52 | [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) |
-| 53 | [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) |
-| 54 | [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) |
-| 55 | [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) |
-| 56 | [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) |
-| 57 | [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) |
-| 58 | [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) |
-| 59 | [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) |
-| 60 | [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) |
-| 61 | [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) |
-| 62 | [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) |
-| 63 | [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) |
-| 64 | [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) |
-| 65 | [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) |
-| 66 | [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) |
-| 67 | [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) |
-| 68 | [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) |
-| 69 | [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) |
-| 70 | [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) |
-| 71 | [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) |
-| 72 | [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) |
-| 73 | [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) |
-| 74 | [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) |
-| 75 | [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) |
-| 76 | [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) |
-| 77 | [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) |
-| 78 | [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) |
+| 44 | [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) |
+| 45 | [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) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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) |
+| 50 | [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) |
+| 51 | [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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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) |
+| 55 | [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) |
+| 56 | [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) |
+| 57 | [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) |
+| 58 | [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) |
+| 59 | [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) |
+| 60 | [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) |
+| 61 | [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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [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) |
+| 69 | [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) |
+| 70 | [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) |
+| 71 | [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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [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) |
+| 75 | [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) |
+| 76 | [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) |
+| 77 | [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**
@@ -1964,73 +1966,69 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 82 | 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) |
| 83 | 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) |
| 84 | 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) |
-| 85 | 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) |
-| 86 | 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) |
-| 87 | 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) |
-| 88 | 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) |
-| 89 | 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) |
-| 90 | 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) |
-| 91 | 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) |
-| 92 | 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) |
-| 93 | 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) |
-| 94 | 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) |
-| 95 | 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) |
-| 96 | 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) |
-| 97 | torch.nn.UninitializedParameter | - | ``torch.nn.parameter.UninitializedParameter`` 别名, - |
-| 98 | 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) |
-| 99 | 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) |
-| 100 | 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) |
-| 101 | 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) |
-| 102 | 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) |
-| 103 | 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) |
-| 104 | 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) |
-| 105 | 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) |
-| 106 | 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) |
-| 107 | 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) |
-| 108 | 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) |
-| 109 | 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) |
-| 110 | 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) |
-| 111 | 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) |
-| 112 | 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) |
-| 113 | torch.nn.modules.RNNCellBase | - | ``torch.nn.RNNCellBase`` 别名, - |
-| 114 | 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) |
-| 115 | 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) |
-| 116 | 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) |
-| 117 | 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) |
-| 118 | 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/torch_more_args/torch.nn.utils.clip_grad_norm_.html) |
-| 119 | 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) |
-| 120 | 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) |
-| 121 | 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) |
-| 122 | torch.orgqr | [paddle.linalg.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product) | ``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) |
-| 123 | 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) |
-| 124 | 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) |
-| 125 | 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) |
-| 126 | 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) |
-| 127 | 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) |
-| 128 | 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) |
-| 129 | 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) |
-| 130 | 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) |
-| 131 | 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) |
-| 132 | 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) |
-| 133 | 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) |
-| 134 | torch.selu_ | - | ``torch.nn.functional.selu_`` 别名, - |
-| 135 | 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) |
-| 136 | 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) |
-| 137 | 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) |
-| 138 | 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) |
-| 139 | 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) |
-| 140 | 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) |
-| 141 | 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) |
-| 142 | 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) |
-| 143 | 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) |
-| 144 | 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) |
-| 145 | 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) |
-| 146 | 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) |
-| 147 | 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) |
-| 148 | 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) |
-| 149 | torchvision.models.inception.Inception3 | - | ``torchvision.models.Inception3`` 别名, - |
-| 150 | 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) |
-| 151 | 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) |
+| 85 | 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) |
+| 86 | 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) |
+| 87 | 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) |
+| 88 | 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) |
+| 89 | 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) |
+| 90 | 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) |
+| 91 | 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) |
+| 92 | 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) |
+| 93 | 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) |
+| 94 | torch.nn.UninitializedParameter | - | ``torch.nn.parameter.UninitializedParameter`` 别名, - |
+| 95 | 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) |
+| 96 | 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) |
+| 97 | 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) |
+| 98 | 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) |
+| 99 | 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) |
+| 100 | 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) |
+| 101 | 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) |
+| 102 | 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) |
+| 103 | 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) |
+| 104 | 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) |
+| 105 | 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) |
+| 106 | 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) |
+| 107 | 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) |
+| 108 | 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) |
+| 109 | 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) |
+| 110 | torch.nn.modules.RNNCellBase | - | ``torch.nn.RNNCellBase`` 别名, - |
+| 111 | 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) |
+| 112 | 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) |
+| 113 | 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) |
+| 114 | 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) |
+| 115 | 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/torch_more_args/torch.nn.utils.clip_grad_norm_.html) |
+| 116 | 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) |
+| 117 | 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) |
+| 118 | torch.orgqr | [paddle.linalg.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product) | ``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) |
+| 119 | 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) |
+| 120 | 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) |
+| 121 | 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) |
+| 122 | 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) |
+| 123 | 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) |
+| 124 | 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) |
+| 125 | 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) |
+| 126 | 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) |
+| 127 | 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) |
+| 128 | 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) |
+| 129 | 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) |
+| 130 | torch.selu_ | - | ``torch.nn.functional.selu_`` 别名, - |
+| 131 | 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) |
+| 132 | 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) |
+| 133 | 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) |
+| 134 | 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) |
+| 135 | 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) |
+| 136 | 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) |
+| 137 | 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) |
+| 138 | 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) |
+| 139 | 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) |
+| 140 | 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) |
+| 141 | 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) |
+| 142 | 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) |
+| 143 | 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) |
+| 144 | 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) |
+| 145 | torchvision.models.inception.Inception3 | - | ``torchvision.models.Inception3`` 别名, - |
+| 146 | 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) |
+| 147 | 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**
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 ead800f2482..5e21c7c0719 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
@@ -8,48 +8,55 @@
def get_pytorch_url(torch_api: str) -> str:
"""
- 生成 PyTorch 官方 stable 版本 API 文档的 URL
+ 根据PyTorch API名称生成其官方文档URL
- 参数:
- torch_api: PyTorch API 全名 (如 'torch.nn.Linear' 或 'torch.Tensor.addbmm')
+ Args:
+ api_name: PyTorch API的全限定名(如'torch.add', 'torch.nn.Linear', 'torch.Tensor.add')
- 返回:
- 对应 stable 版本文档的 URL 字符串
- """
+ Returns:
+ 对应API的官方文档URL字符串
- base_url = "https://pytorch.org/docs/stable"
- torch_api = torch_api.replace(r"\_", "_")
-
- # 特殊处理 torch.Tensor 的方法和属性
- if torch_api.startswith("torch.Tensor."):
- return f"{base_url}/tensors.html#{torch_api}"
-
- # 处理核心模块的文档路径映射
- module_map = {
- "torch": "torch",
- "torch.nn": "nn",
- "torch.nn.functional": "nn.functional",
- "torch.optim": "optim",
- "torch.utils.data": "data",
- "torch.cuda": "cuda",
- "torch.distributed": "distributed",
- "torch.amp": "amp",
- "torch.autograd": "autograd",
- "torch.jit": "jit",
- "torch.onnx": "onnx",
- "torch.fft": "fft",
- "torch.linalg": "linalg",
- "torch.special": "special",
- "torch.sparse": "sparse",
- "torch.profiler": "profiler",
- }
-
- # 优先检查预定义的模块映射
- if torch_api in module_map:
- return f"{base_url}/{module_map[torch_api]}.html"
-
- # 处理一般情况:API全名作为独立页面
- return f"{base_url}/generated/{torch_api}.html"
+ Rules:
+ 1. Tensor相关API指向tensors.html
+ 2. 顶层函数(torch.xxx)指向torch.html
+ 3. 类/独立函数指向generated/[name].html
+ 4. 类方法指向父类页面#锚点
+ 5. 特殊处理torchvision等子库的URL结构
+ """
+ base_url = "https://pytorch.org/docs/stable/"
+ api_name = torch_api.replace(r"\_", "_")
+ # 1. 处理Tensor相关API(特殊页面)
+ if api_name.startswith("torch.Tensor") or api_name == "torch.Tensor":
+ return f"{base_url}tensors.html#{api_name}"
+
+ parts = api_name.split(".")
+
+ # 2. 处理顶层函数(无子模块)
+ if len(parts) == 2 and parts[0] == "torch":
+ return f"{base_url}torch.html#{api_name}"
+
+ # 3. 识别类名首字母大写的部分(PyTorch命名规范)
+ base_parts = []
+ found_class = False
+ for part in parts:
+ if part and part[0].isupper(): # 检测类名(首字母大写)
+ found_class = True
+ base_parts.append(part)
+ if found_class:
+ break # 定位到最近的类名
+
+ # 4. 根据不同情况生成URL
+ if found_class:
+ base_name = ".".join(base_parts)
+ # 处理torchvision等子库
+ if api_name.startswith("torchvision."):
+ return f"https://pytorch.org/vision/stable/generated/{base_name}.html#{api_name}"
+ return f"{base_url}generated/{base_name}.html#{api_name}"
+ else:
+ # 5. 处理独立函数
+ if api_name.startswith("torchvision."):
+ return f"https://pytorch.org/vision/stable/generated/{api_name}.html#{api_name}"
+ return f"{base_url}generated/{api_name}.html#{api_name}"
def escape_underscores_in_api(api_name):
From 3e1552116d2d7c6f4dc29b27e40d6752e3c667fd Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Tue, 30 Sep 2025 06:24:28 +0000
Subject: [PATCH 13/14] codestyle
---
.../tools/validate_api_difference.py | 117 ++++++++++--------
1 file changed, 64 insertions(+), 53 deletions(-)
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 e907c9b2002..59073c9f1e8 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
@@ -2,18 +2,20 @@
import os
import re
import time
-import requests
from collections import defaultdict
from concurrent.futures import ThreadPoolExecutor, as_completed
+import requests
+
# 默认文件路径
DEFAULT_FILE_PATH = "/workspace/paddleDocs/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md"
# 用户代理头,模拟浏览器访问
HEADERS = {
- 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36'
+ "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36"
}
+
def parse_toc(lines):
"""
解析目录表格,返回目录条目列表和结束行号
@@ -270,39 +272,45 @@ def extract_all_urls(categories):
# 提取Pytorch列链接
pytorch_links = extract_links(row["pytorch"])
for link_text, url in pytorch_links:
- urls_with_context.append({
- "url": url,
- "category_id": category["id"],
- "category_name": category["name"],
- "row_index": row_idx + 1,
- "column": "Pytorch",
- "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx+1} 行)"
- })
-
+ urls_with_context.append(
+ {
+ "url": url,
+ "category_id": category["id"],
+ "category_name": category["name"],
+ "row_index": row_idx + 1,
+ "column": "Pytorch",
+ "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx + 1} 行)",
+ }
+ )
+
# 提取Paddle列链接
paddle_links = extract_links(row["paddle"])
for link_text, url in paddle_links:
- urls_with_context.append({
- "url": url,
- "category_id": category["id"],
- "category_name": category["name"],
- "row_index": row_idx + 1,
- "column": "Paddle",
- "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx+1} 行)"
- })
-
+ urls_with_context.append(
+ {
+ "url": url,
+ "category_id": category["id"],
+ "category_name": category["name"],
+ "row_index": row_idx + 1,
+ "column": "Paddle",
+ "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx + 1} 行)",
+ }
+ )
+
# 提取Note列链接
note_links = extract_links(row["note"])
for link_text, url in note_links:
- urls_with_context.append({
- "url": url,
- "category_id": category["id"],
- "category_name": category["name"],
- "row_index": row_idx + 1,
- "column": "Note",
- "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx+1} 行)"
- })
-
+ urls_with_context.append(
+ {
+ "url": url,
+ "category_id": category["id"],
+ "category_name": category["name"],
+ "row_index": row_idx + 1,
+ "column": "Note",
+ "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx + 1} 行)",
+ }
+ )
+
return urls_with_context
@@ -311,20 +319,17 @@ def check_url_availability(url_info, timeout=10):
检查单个URL的可用性,返回结果和错误信息
"""
url = url_info["url"]
-
+
# 跳过非HTTP(S)协议的URL
if not url.startswith(("http://", "https://")):
return url_info, False, f"不支持的协议: {url.split(':')[0]}"
-
+
try:
# 使用HEAD方法检查URL可用性(节省带宽和时间)
response = requests.head(
- url,
- headers=HEADERS,
- timeout=timeout,
- allow_redirects=True
+ url, headers=HEADERS, timeout=timeout, allow_redirects=True
)
-
+
# 检查HTTP状态码
if response.status_code == 200:
return url_info, True, "可用"
@@ -332,7 +337,7 @@ def check_url_availability(url_info, timeout=10):
return url_info, True, f"重定向({response.status_code})"
else:
return url_info, False, f"HTTP错误({response.status_code})"
-
+
except requests.exceptions.Timeout:
return url_info, False, "请求超时"
except requests.exceptions.ConnectionError:
@@ -340,9 +345,9 @@ def check_url_availability(url_info, timeout=10):
except requests.exceptions.TooManyRedirects:
return url_info, False, "重定向过多"
except requests.exceptions.RequestException as e:
- return url_info, False, f"请求异常: {str(e)}"
+ return url_info, False, f"请求异常: {e!s}"
except Exception as e:
- return url_info, False, f"未知错误: {str(e)}"
+ return url_info, False, f"未知错误: {e!s}"
def check_all_urls(urls_with_context, max_workers=20):
@@ -350,17 +355,17 @@ def check_all_urls(urls_with_context, max_workers=20):
使用线程池并发检查所有URL的可用性
"""
unavailable_urls = []
-
+
print(f"开始检查 {len(urls_with_context)} 个URL的可用性...")
start_time = time.time()
-
+
with ThreadPoolExecutor(max_workers=max_workers) as executor:
# 提交所有URL检查任务
future_to_url = {
- executor.submit(check_url_availability, url_info): url_info
+ executor.submit(check_url_availability, url_info): url_info
for url_info in urls_with_context
}
-
+
# 处理完成的任务
for future in as_completed(future_to_url):
url_info, is_available, message = future.result()
@@ -368,11 +373,11 @@ def check_all_urls(urls_with_context, max_workers=20):
# 添加详细错误信息
url_info["error"] = message
unavailable_urls.append(url_info)
-
+
elapsed_time = time.time() - start_time
print(f"URL检查完成,耗时: {elapsed_time:.2f}秒")
print(f"发现 {len(unavailable_urls)} 个不可用URL")
-
+
return unavailable_urls
@@ -455,18 +460,18 @@ def main():
# 如果没有警告,输出成功信息
if not toc_warnings and not unique_warnings and not link_warnings:
print("所有校验通过,没有发现警告!")
-
+
# 新增:检查URL可用性
print("\n开始URL可用性检查...")
urls_with_context = extract_all_urls(categories)
-
+
if not urls_with_context:
print("未找到需要检查的URL")
return
-
+
# 检查所有URL的可用性
unavailable_urls = check_all_urls(urls_with_context)
-
+
# 输出不可用URL的警告
if unavailable_urls:
output_path = os.path.join(tools_dir, "url_available_warning.txt")
@@ -474,15 +479,21 @@ def main():
f.write("URL可用性校验警告:\n\n")
for url_info in unavailable_urls:
f.write(f"URL: {url_info['url']}\n")
- f.write(f"位置: 类别 {url_info['category_id']}.{url_info['category_name']} ")
- f.write(f"第 {url_info['row_index']} 行 {url_info['column']}列\n")
+ f.write(
+ f"位置: 类别 {url_info['category_id']}.{url_info['category_name']} "
+ )
+ f.write(
+ f"第 {url_info['row_index']} 行 {url_info['column']}列\n"
+ )
f.write(f"上下文: {url_info['context']}\n")
f.write(f"错误: {url_info['error']}\n")
f.write("-" * 80 + "\n")
- print(f"生成 {output_path},包含 {len(unavailable_urls)} 个不可用URL警告")
+ print(
+ f"生成 {output_path},包含 {len(unavailable_urls)} 个不可用URL警告"
+ )
else:
print("所有URL均可用,未发现不可用链接")
if __name__ == "__main__":
- main()
\ No newline at end of file
+ main()
From 09bec8d48d5595a925d8773a2709f7c59cba43f0 Mon Sep 17 00:00:00 2001
From: hd9568 <2358440725@qq.com>
Date: Tue, 30 Sep 2025 08:45:13 +0000
Subject: [PATCH 14/14] =?UTF-8?q?=E7=B1=BB=E5=88=AB2=E5=A2=9E=E5=8A=A0?=
=?UTF-8?q?=E4=B8=A4=E4=B8=AAmatcher=EF=BC=8C=E5=AE=8C=E5=96=84=E7=B1=BB?=
=?UTF-8?q?=E5=88=AB1=E6=98=A0=E5=B0=84=E8=AF=B4=E6=98=8E?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.../pytorch_api_mapping_cn.md | 220 +++++++++---------
.../deprecated}/torch.Tensor.clone.md | 0
.../deprecated}/torch.Tensor.contiguous.md | 0
.../deprecated}/torch.Tensor.eq.md | 0
.../deprecated}/torch.Tensor.is_contiguous.md | 0
.../deprecated}/torch.ge.md | 0
.../deprecated}/torch.get_default_device.md | 0
.../deprecated}/torch.le.md | 0
.../deprecated}/torch.lt.md | 0
.../deprecated}/torch.ne.md | 0
.../tools/generate_pytorch_api_mapping.py | 17 +-
.../tools/validate_api_difference.py | 109 ---------
12 files changed, 122 insertions(+), 224 deletions(-)
rename docs/guides/model_convert/convert_from_pytorch/{api_difference/torch_more_args => tools/deprecated}/torch.Tensor.clone.md (100%)
rename docs/guides/model_convert/convert_from_pytorch/{api_difference/torch_more_args => tools/deprecated}/torch.Tensor.contiguous.md (100%)
rename docs/guides/model_convert/convert_from_pytorch/{api_difference/args_name_diff => tools/deprecated}/torch.Tensor.eq.md (100%)
rename docs/guides/model_convert/convert_from_pytorch/{api_difference/torch_more_args => tools/deprecated}/torch.Tensor.is_contiguous.md (100%)
rename docs/guides/model_convert/convert_from_pytorch/{api_difference/invok_diff_only => tools/deprecated}/torch.ge.md (100%)
rename docs/guides/model_convert/convert_from_pytorch/{api_difference/invok_diff_only => tools/deprecated}/torch.get_default_device.md (100%)
rename docs/guides/model_convert/convert_from_pytorch/{api_difference/input_args_type_diff => tools/deprecated}/torch.le.md (100%)
rename docs/guides/model_convert/convert_from_pytorch/{api_difference/torch_more_args => tools/deprecated}/torch.lt.md (100%)
rename docs/guides/model_convert/convert_from_pytorch/{api_difference/torch_more_args => tools/deprecated}/torch.ne.md (100%)
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 e96046d99ca..eeac36a9428 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
@@ -12,7 +12,7 @@
| 序号 | 类别 | 简介 |
| ---- | ---- | ---- |
-| 1 |API 完全一致|此类 API 完全一致,只需要将代码中所有前缀 `torch.`替换为 `paddle.`即可。(或者只需在文件最上方插入一行 `import paddle as torch`即可)|
+| 1 |API 完全一致|**此类 API 能极大降低代码迁移成本,其使用方式完全一致,** 只需要将代码中所有前缀 `torch.`替换为 `paddle.`即可。(或者只需在文件最上方插入一行 `import paddle as torch`即可)|
| 2 |仅 API 调用方式不一致|参数一致,但 API 调用方式不一致。此类 API 需要转换,但转换成本较低,只需要对 API 调用方式进行改写,无需处理 API 参数部分。包括:API 名称不同、API 路径不同、Tensor 类方法改成普通方法、Tensor 方法改成属性、Tensor 属性改成方法 等情况。|
| 3 |仅参数名不一致|此类 API 功能相同,但部分参数名称不同|
| 4 |paddle 参数更多|此类 API 在 PaddlePaddle 中提供了更多可选参数|
@@ -29,7 +29,8 @@
### 1. API 完全一致
**分类简介**
-此类 API 使用方式完全一致,无需转换,只需在文件最上方插入一行 `import paddle as torch` 即可。(或者也可将代码里所有前缀 `torch.` 替换为 `paddle.`)
+**此类 API 能极大降低代码迁移成本,其使用方式完全一致,** 只需要将代码中所有前缀 `torch.`替换为 `paddle.`即可。(或者只需在文件最上方插入一行 `import paddle as torch`即可)
+
**转写示例**
```python
@@ -624,103 +625,110 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 19 | [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) |
| 20 | [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) |
| 21 | [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) |
-| 22 | [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) |
-| 23 | [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) |
-| 24 | [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) |
-| 25 | [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) |
-| 26 | [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) |
-| 27 | [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) |
-| 28 | [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) |
-| 29 | [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) |
-| 30 | 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) |
-| 31 | [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) |
-| 32 | [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) |
-| 33 | [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) |
-| 34 | [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) |
-| 35 | [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) |
-| 36 | [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) |
-| 37 | [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) |
-| 38 | [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) |
-| 39 | [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) |
-| 40 | [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) | - |
-| 41 | [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) |
-| 42 | [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) |
-| 43 | [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) |
-| 44 | [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) |
-| 45 | [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) |
-| 46 | [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) |
-| 47 | [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) |
-| 48 | [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) |
-| 49 | [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/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) |
-| 50 | [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) |
-| 51 | [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) |
-| 52 | [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) |
-| 53 | [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) |
-| 54 | [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) |
-| 55 | [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) |
-| 56 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | paddle.compat.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) |
-| 57 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | paddle.compat.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) |
-| 58 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | paddle.compat.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) |
-| 59 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | paddle.compat.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) |
-| 60 | [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) |
-| 61 | [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) |
-| 62 | [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) |
-| 63 | [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) |
-| 64 | [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) |
-| 65 | [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) |
-| 66 | [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) |
-| 67 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | paddle.compat.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) |
-| 68 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | paddle.compat.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) |
-| 69 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | paddle.compat.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) |
-| 70 | [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) |
-| 71 | [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) |
-| 72 | [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) |
-| 73 | [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) |
-| 74 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | paddle.compat.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) |
-| 75 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | paddle.compat.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) |
-| 76 | [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) |
-| 77 | [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) |
-| 78 | [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) |
-| 79 | [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) |
-| 80 | [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) |
-| 81 | [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) |
-| 82 | [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) |
-| 83 | [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) |
-| 84 | [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) |
-| 85 | [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) |
-| 86 | [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) |
-| 87 | [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) |
-| 88 | [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) |
-| 89 | [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) |
-| 90 | [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) |
-| 91 | [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) |
-| 92 | [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) |
-| 93 | [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) |
-| 94 | [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) |
-| 95 | [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) |
-| 96 | [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) |
-| 97 | [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) |
-| 98 | [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) |
-| 99 | [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) |
-| 100 | [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) |
-| 101 | [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) |
-| 102 | [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) | - |
-| 103 | [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) |
-| 104 | [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) |
-| 105 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | paddleformers.generation.StoppingCriteriaList | [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) |
-| 106 | [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList) | paddleformers.generation.LogitsProcessorList | [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) |
-| 107 | [transformers.utils.add\_start\_docstrings\_to\_model\_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45) | paddleformers.trainer.utils.add_start_docstrings_to_model_forward | [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.utils.add_start_docstrings_to_model_forward.html) |
-| 108 | [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) |
-| 109 | [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html) | [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-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.imag.html) |
-| 110 | [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html) | [paddle.Tensor.is_sparse](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/invok_diff_only/torch.Tensor.is_sparse.html) |
-| 111 | [torch.Tensor.is\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) | [paddle.Tensor.is\_sparse\_csr](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/invok_diff_only/torch.Tensor.is_sparse_csr.html) |
-| 112 | [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) | [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-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.real.html) |
-| 113 | torch.autograd.function.FunctionCtx.saved_tensors | paddle.autograd.PyLayerContext.saved_tensor | - |
-| 114 | [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) |
-| 115 | [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) | [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) | [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.PreTrainedTokenizer.html) |
-| 116 | [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) | [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) | [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.utils.GenerateOutput.html) |
-| 117 | [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) | [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) | [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.modeling_outputs.BaseModelOutputWithPast.html) |
-| 118 | [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) | [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) | [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.modeling_outputs.CausalLMOutputWithPast.html) |
+| 22 | [torch.Tensor.nelement](https://pytorch.org/docs/stable/generated/torch.Tensor.nelement.html?highlight=nelement#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) | [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.nelement.html) |
+| 23 | [torch.Tensor.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel) | [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fluid/layers/size_cn.html#cn-api-fluid-layers-size) | [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.numel.html) |
+| 24 | [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) |
+| 25 | [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) |
+| 26 | [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) |
+| 27 | [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) |
+| 28 | [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) |
+| 29 | [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) |
+| 30 | [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) |
+| 31 | [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) |
+| 32 | 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) |
+| 33 | [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) |
+| 34 | [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) |
+| 35 | [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) |
+| 36 | [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) |
+| 37 | [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) |
+| 38 | [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) |
+| 39 | [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) |
+| 40 | [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) |
+| 41 | [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) |
+| 42 | [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) | - |
+| 43 | [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) |
+| 44 | [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) |
+| 45 | [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) |
+| 46 | [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) |
+| 47 | [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) |
+| 48 | [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) |
+| 49 | [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) |
+| 50 | [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) |
+| 51 | [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/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) |
+| 52 | [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) |
+| 53 | [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) |
+| 54 | [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) |
+| 55 | [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) |
+| 56 | [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) |
+| 57 | [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) |
+| 58 | [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max) | paddle.compat.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) |
+| 59 | [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median) | paddle.compat.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) |
+| 60 | [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min) | paddle.compat.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) |
+| 61 | [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian) | paddle.compat.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) |
+| 62 | [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) |
+| 63 | [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) |
+| 64 | [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) |
+| 65 | [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) |
+| 66 | [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) |
+| 67 | [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) |
+| 68 | [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) |
+| 69 | [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold) | paddle.compat.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) |
+| 70 | [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html) | paddle.compat.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) |
+| 71 | [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax) | paddle.compat.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) |
+| 72 | [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) |
+| 73 | [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) |
+| 74 | [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) |
+| 75 | [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) |
+| 76 | [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort) | paddle.compat.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) |
+| 77 | [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split) | paddle.compat.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) |
+| 78 | [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) |
+| 79 | [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) |
+| 80 | [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) |
+| 81 | [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) |
+| 82 | [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) |
+| 83 | [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) |
+| 84 | [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) |
+| 85 | [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) |
+| 86 | [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) |
+| 87 | [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) |
+| 88 | [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) |
+| 89 | [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) |
+| 90 | [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) |
+| 91 | [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) |
+| 92 | [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) |
+| 93 | [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) |
+| 94 | [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) |
+| 95 | [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) |
+| 96 | [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) |
+| 97 | [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) |
+| 98 | [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) |
+| 99 | [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) |
+| 100 | [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) |
+| 101 | [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) |
+| 102 | [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) |
+| 103 | [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) |
+| 104 | [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) | - |
+| 105 | [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) |
+| 106 | [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) |
+| 107 | [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503) | paddleformers.generation.StoppingCriteriaList | [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) |
+| 108 | [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList) | paddleformers.generation.LogitsProcessorList | [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) |
+| 109 | [transformers.utils.add\_start\_docstrings\_to\_model\_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45) | paddleformers.trainer.utils.add_start_docstrings_to_model_forward | [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.utils.add_start_docstrings_to_model_forward.html) |
+| 110 | [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) |
+| 111 | [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html) | [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-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.imag.html) |
+| 112 | [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html) | [paddle.Tensor.is_sparse](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/invok_diff_only/torch.Tensor.is_sparse.html) |
+| 113 | [torch.Tensor.is\_sparse\_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html) | [paddle.Tensor.is\_sparse\_csr](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/invok_diff_only/torch.Tensor.is_sparse_csr.html) |
+| 114 | [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html) | [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-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.real.html) |
+| 115 | torch.autograd.function.FunctionCtx.saved_tensors | paddle.autograd.PyLayerContext.saved_tensor | - |
+| 116 | [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) |
+| 117 | [torch.Tensor.is_inference](https://pytorch.org/docs/stable/generated/torch.Tensor.is_inference.html) | paddle.Tensor.stop_gradient | [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.is_inference.html) |
+| 118 | torch.is_inference | paddle.Tensor.stop_gradient | [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.is_inference.html) |
+| 119 | [torch.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel) | [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/guides/beginner/tensor_cn.html#tensor-shape) | [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.numel.html) |
+| 120 | [torch.utils.data.RandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.RandomSampler) | [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler) | [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) |
+| 121 | [torch.utils.data.WeightedRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.WeightedRandomSampler) | [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler) | [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) |
+| 122 | [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer) | [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881) | [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.PreTrainedTokenizer.html) |
+| 123 | [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345) | [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513) | [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.utils.GenerateOutput.html) |
+| 124 | [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast) | [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590) | [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.modeling_outputs.BaseModelOutputWithPast.html) |
+| 125 | [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast) | [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874) | [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.modeling_outputs.CausalLMOutputWithPast.html) |
### 3. 仅参数名不一致
**分类简介**
@@ -2021,14 +2029,12 @@ paddle.nn.Softplus(beta=0.5, threshold=15)
| 137 | 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) |
| 138 | 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) |
| 139 | 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) |
-| 140 | 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) |
-| 141 | 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) |
-| 142 | 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) |
-| 143 | 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) |
-| 144 | 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) |
-| 145 | torchvision.models.inception.Inception3 | - | ``torchvision.models.Inception3`` 别名, - |
-| 146 | 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) |
-| 147 | 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) |
+| 140 | 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) |
+| 141 | 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) |
+| 142 | 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) |
+| 143 | torchvision.models.inception.Inception3 | - | ``torchvision.models.Inception3`` 别名, - |
+| 144 | 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) |
+| 145 | 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**
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.clone.md b/docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.Tensor.clone.md
similarity index 100%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.clone.md
rename to docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.Tensor.clone.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.contiguous.md b/docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.Tensor.contiguous.md
similarity index 100%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.contiguous.md
rename to docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.Tensor.contiguous.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.eq.md b/docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.Tensor.eq.md
similarity index 100%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.eq.md
rename to docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.Tensor.eq.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.is_contiguous.md b/docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.Tensor.is_contiguous.md
similarity index 100%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.is_contiguous.md
rename to docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.Tensor.is_contiguous.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.ge.md b/docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.ge.md
similarity index 100%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.ge.md
rename to docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.ge.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.get_default_device.md b/docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.get_default_device.md
similarity index 100%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.get_default_device.md
rename to docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.get_default_device.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.le.md b/docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.le.md
similarity index 100%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.le.md
rename to docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.le.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lt.md b/docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.lt.md
similarity index 100%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lt.md
rename to docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.lt.md
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ne.md b/docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.ne.md
similarity index 100%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ne.md
rename to docs/guides/model_convert/convert_from_pytorch/tools/deprecated/torch.ne.md
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 5e21c7c0719..44de3437093 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
@@ -319,14 +319,13 @@ def generate_category2_table(
生成类别2(仅API调用方式不一致)的Markdown表格
"""
whitelist_skip = [
- "torch.Tensor.numel",
- "torch.Tensor.nelement",
- "torch.Tensor.is_inference",
- "torch.numel",
- "torch.is_inference",
- "torch.ge",
- "torch.utils.data.WeightedRandomSampler",
- "torch.utils.data.RandomSampler",
+ # "torch.Tensor.numel",# invoke_diff
+ # "torch.Tensor.nelement",
+ # "torch.Tensor.is_inference", # 不确定
+ # "torch.numel", # 返回类型不一致
+ # "torch.is_inference",
+ # "torch.utils.data.WeightedRandomSampler",
+ # "torch.utils.data.RandomSampler",
]
no_need_convert_list = extract_no_need_convert_list(
@@ -356,6 +355,8 @@ def generate_category2_table(
"TensorFunc2PaddleFunc",
"Func2Attribute",
"Attribute2Func",
+ "NumelMatcher",
+ "Is_InferenceMatcher",
]:
# 在docs_mapping中查找当前src_api对应的信息
docs_mapping_info = docs_mapping.get(src_api, {})
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 59073c9f1e8..218b6fb5af4 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
@@ -1,20 +1,11 @@
import argparse
import os
import re
-import time
from collections import defaultdict
-from concurrent.futures import ThreadPoolExecutor, as_completed
-
-import requests
# 默认文件路径
DEFAULT_FILE_PATH = "/workspace/paddleDocs/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md"
-# 用户代理头,模拟浏览器访问
-HEADERS = {
- "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36"
-}
-
def parse_toc(lines):
"""
@@ -314,73 +305,6 @@ def extract_all_urls(categories):
return urls_with_context
-def check_url_availability(url_info, timeout=10):
- """
- 检查单个URL的可用性,返回结果和错误信息
- """
- url = url_info["url"]
-
- # 跳过非HTTP(S)协议的URL
- if not url.startswith(("http://", "https://")):
- return url_info, False, f"不支持的协议: {url.split(':')[0]}"
-
- try:
- # 使用HEAD方法检查URL可用性(节省带宽和时间)
- response = requests.head(
- url, headers=HEADERS, timeout=timeout, allow_redirects=True
- )
-
- # 检查HTTP状态码
- if response.status_code == 200:
- return url_info, True, "可用"
- elif 300 <= response.status_code < 400:
- return url_info, True, f"重定向({response.status_code})"
- else:
- return url_info, False, f"HTTP错误({response.status_code})"
-
- except requests.exceptions.Timeout:
- return url_info, False, "请求超时"
- except requests.exceptions.ConnectionError:
- return url_info, False, "连接错误"
- except requests.exceptions.TooManyRedirects:
- return url_info, False, "重定向过多"
- except requests.exceptions.RequestException as e:
- return url_info, False, f"请求异常: {e!s}"
- except Exception as e:
- return url_info, False, f"未知错误: {e!s}"
-
-
-def check_all_urls(urls_with_context, max_workers=20):
- """
- 使用线程池并发检查所有URL的可用性
- """
- unavailable_urls = []
-
- print(f"开始检查 {len(urls_with_context)} 个URL的可用性...")
- start_time = time.time()
-
- with ThreadPoolExecutor(max_workers=max_workers) as executor:
- # 提交所有URL检查任务
- future_to_url = {
- executor.submit(check_url_availability, url_info): url_info
- for url_info in urls_with_context
- }
-
- # 处理完成的任务
- for future in as_completed(future_to_url):
- url_info, is_available, message = future.result()
- if not is_available:
- # 添加详细错误信息
- url_info["error"] = message
- unavailable_urls.append(url_info)
-
- elapsed_time = time.time() - start_time
- print(f"URL检查完成,耗时: {elapsed_time:.2f}秒")
- print(f"发现 {len(unavailable_urls)} 个不可用URL")
-
- return unavailable_urls
-
-
def main():
parser = argparse.ArgumentParser(description="Markdown 文件校验工具")
parser.add_argument(
@@ -461,39 +385,6 @@ def main():
if not toc_warnings and not unique_warnings and not link_warnings:
print("所有校验通过,没有发现警告!")
- # 新增:检查URL可用性
- print("\n开始URL可用性检查...")
- urls_with_context = extract_all_urls(categories)
-
- if not urls_with_context:
- print("未找到需要检查的URL")
- return
-
- # 检查所有URL的可用性
- unavailable_urls = check_all_urls(urls_with_context)
-
- # 输出不可用URL的警告
- if unavailable_urls:
- output_path = os.path.join(tools_dir, "url_available_warning.txt")
- with open(output_path, "w", encoding="utf-8") as f:
- f.write("URL可用性校验警告:\n\n")
- for url_info in unavailable_urls:
- f.write(f"URL: {url_info['url']}\n")
- f.write(
- f"位置: 类别 {url_info['category_id']}.{url_info['category_name']} "
- )
- f.write(
- f"第 {url_info['row_index']} 行 {url_info['column']}列\n"
- )
- f.write(f"上下文: {url_info['context']}\n")
- f.write(f"错误: {url_info['error']}\n")
- f.write("-" * 80 + "\n")
- print(
- f"生成 {output_path},包含 {len(unavailable_urls)} 个不可用URL警告"
- )
- else:
- print("所有URL均可用,未发现不可用链接")
-
if __name__ == "__main__":
main()