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 6c09006bf09..7d65dc74053 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 @@ -10,8 +10,8 @@ |类别|简介| |-|-| -|参数与 API 名均一致|此类 API 功能和使用方法一致，只需将 ``torch.`` 替换为 ``paddle.``| -|参数一致但 API 名不一致|此类 API 功能相同且参数一致，但 API 名不同| +|API 完全一致|此类 API 功能和使用方法一致，此类 API 无需转换，只需要 ``import paddle as torch``，或者将前缀 ``torch.``替换为 ``paddle.``即可。| +|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。| |仅参数名不一致|​ 此类 API 功能相同，但部分参数名称不同| |paddle 参数更多|此类 API 在 PaddlePaddle 中提供了更多可选参数| |参数默认值不一致|此类 API 功能相同，但某些参数的默认值不同| @@ -23,10 +23,9 @@ |可删除|此类 PyTorch API 在 PaddlePaddle 中可以直接删除| |功能缺失|此类 PyTorch API 的功能在 PaddlePaddle 中暂时没有等效实现| -## 参数与 API 名均一致 -**分类依据​​** -此类 API 功能和使用方法在 PyTorch 和 PaddlePaddle 中完全一致，只需将 ``torch.`` 替换为 ``paddle.`` - +## API 完全一致 +**分类简介** +此类 API 功能和使用方法一致，此类 API 无需转换，只需要 ``import paddle as torch``，或者将前缀 ``torch.``替换为 ``paddle.``即可。 **转写示例** ```python # PyTorch 写法 @@ -218,420 +217,386 @@ model = paddle.nn.Softplus(beta=0.5, threshold=15) | 174 | [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) | - | | 175 | [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) | - | | 176 | [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) | - | -| 177 | [torch.special.softmax](https://pytorch.org/docs/stable/special.html#torch.special.softmax) | paddle.special.softmax | - | -| 178 | [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) | - | -| 179 | [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) | - | -| 180 | torch.long | paddle.long | - | -| 181 | [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) | - | -| 182 | [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) | - | -| 183 | [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) | - | -| 184 | [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) | - | -| 185 | [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) | - | -| 186 | [torch.Tensor.abs_](https://pytorch.org/docs/stable/generated/torch.Tensor.abs_.html) | paddle.Tensor.abs_ | - | -| 187 | [torch.Tensor.acos](https://pytorch.org/docs/stable/generated/torch.Tensor.acos.html) | paddle.Tensor.acos | - | -| 188 | [torch.Tensor.acos_](https://pytorch.org/docs/stable/generated/torch.Tensor.acos_.html) | paddle.Tensor.acos_ | - | -| 189 | [torch.Tensor.acosh](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh.html?highlight=acosh#torch.Tensor.acosh) | paddle.Tensor.acosh | - | -| 190 | [torch.Tensor.acosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh_.html) | paddle.Tensor.acosh_ | - | -| 191 | [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) | - | -| 192 | [torch.Tensor.apply_](https://pytorch.org/docs/stable/generated/torch.Tensor.apply_.html) | paddle.Tensor.apply_ | - | -| 193 | [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) | - | -| 194 | [torch.Tensor.asin_](https://pytorch.org/docs/stable/generated/torch.Tensor.asin_.html) | paddle.Tensor.asin_ | - | -| 195 | [torch.Tensor.asinh](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh) | paddle.Tensor.asinh | - | -| 196 | [torch.Tensor.asinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh_) | paddle.Tensor.asinh_ | - | -| 197 | [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) | - | -| 198 | [torch.Tensor.atan_](https://pytorch.org/docs/stable/generated/torch.Tensor.atan_.html) | paddle.Tensor.atan_ | - | -| 199 | [torch.Tensor.atanh](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh.html#torch.Tensor.atanh) | paddle.Tensor.atanh | - | -| 200 | [torch.Tensor.atanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh_.html#torch.Tensor.atanh_) | paddle.Tensor.atanh_ | - | -| 201 | [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) | - | -| 202 | [torch.Tensor.bitwise_not](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not.html) | paddle.Tensor.bitwise_not | - | -| 203 | [torch.Tensor.bitwise_not_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not_.html) | paddle.Tensor.bitwise_not_ | - | -| 204 | [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) | - | -| 205 | [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) | - | -| 206 | [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) | - | -| 207 | [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) | - | -| 208 | [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) | - | -| 209 | [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) | - | -| 210 | [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) | - | -| 211 | [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) | - | -| 212 | [torch.Tensor.cos_](https://pytorch.org/docs/stable/generated/torch.Tensor.cos_.html) | paddle.Tensor.cos_ | - | -| 213 | [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) | - | -| 214 | [torch.Tensor.cosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh_.html) | paddle.Tensor.cosh_ | - | -| 215 | [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) | - | -| 216 | [torch.Tensor.cumprod_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod_.html) | paddle.Tensor.cumprod_ | - | -| 217 | [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) | - | -| 218 | [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) | - | -| 219 | [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) | - | -| 220 | [torch.Tensor.detach_](https://pytorch.org/docs/stable/generated/torch.Tensor.detach_.html) | paddle.Tensor.detach_ | - | -| 221 | [torch.Tensor.diag_embed](https://pytorch.org/docs/stable/generated/torch.Tensor.diag_embed.html) | paddle.Tensor.diag_embed | - | -| 222 | [torch.Tensor.diagflat](https://pytorch.org/docs/stable/generated/torch.Tensor.diagflat.html?highlight=diagflat#torch.Tensor.diagflat) | paddle.Tensor.diagflat | - | -| 223 | [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) | - | -| 224 | [torch.Tensor.digamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma_.html) | paddle.Tensor.digamma_ | - | -| 225 | [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) | - | -| 226 | [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) | - | -| 227 | [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) | - | -| 228 | [torch.Tensor.erfinv_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv_.html?highlight=erfinv_#torch.Tensor.erfinv_) | paddle.Tensor.erfinv_ | - | -| 229 | [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) | - | -| 230 | [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) | - | -| 231 | [torch.Tensor.expm1](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1.html#torch.Tensor.expm1) | paddle.Tensor.expm1 | - | -| 232 | [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) | - | -| 233 | [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) | - | -| 234 | [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) | - | -| 235 | [torch.Tensor.frac_](https://pytorch.org/docs/stable/generated/torch.Tensor.frac_.html) | paddle.Tensor.frac_ | - | -| 236 | [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) | - | -| 237 | [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) | - | -| 238 | [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) | - | -| 239 | [torch.Tensor.i0_](https://pytorch.org/docs/stable/generated/torch.Tensor.i0_.html) | paddle.Tensor.i0_ | - | -| 240 | [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) | - | -| 241 | [torch.Tensor.inverse](https://pytorch.org/docs/stable/generated/torch.Tensor.inverse.html) | paddle.Tensor.inverse | - | -| 242 | [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) | - | -| 243 | [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) | - | -| 244 | [torch.Tensor.is_leaf](https://pytorch.org/docs/stable/generated/torch.Tensor.is_leaf.html) | [paddle.Tensor.is_leaf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-leaf) | - | -| 245 | [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) | - | -| 246 | [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) | - | -| 247 | [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) | - | -| 248 | [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) | - | -| 249 | [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) | - | -| 250 | [torch.Tensor.istft](https://pytorch.org/docs/stable/generated/torch.Tensor.istft.html#torch.Tensor.istft) | paddle.Tensor.istft | - | -| 251 | [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) | - | -| 252 | [torch.Tensor.lgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.lgamma_.html) | paddle.Tensor.lgamma_ | - | -| 253 | [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) | - | -| 254 | [torch.Tensor.log10_](https://pytorch.org/docs/stable/generated/torch.Tensor.log10_.html) | [paddle.Tensor.log10_](e) | - | -| 255 | [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) | - | -| 256 | [torch.Tensor.log1p_](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p_.html) | paddle.Tensor.log1p_ | - | -| 257 | [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) | - | -| 258 | [torch.Tensor.log2_](https://pytorch.org/docs/stable/generated/torch.Tensor.log2_.html) | paddle.Tensor.log2_ | - | -| 259 | [torch.Tensor.log_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_.html) | paddle.Tensor.log_ | - | -| 260 | [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) | - | -| 261 | [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) | - | -| 262 | [torch.Tensor.lu](https://pytorch.org/docs/stable/generated/torch.Tensor.lu.html) | paddle.Tensor.lu | - | -| 263 | [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) | - | -| 264 | [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_ | - | -| 265 | [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) | - | -| 266 | [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) | - | -| 267 | [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) | - | -| 268 | [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) | - | -| 269 | [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) | - | -| 270 | [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) | - | -| 271 | [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_ | - | -| 272 | [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) | - | -| 273 | [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) | - | -| 274 | [torch.Tensor.neg_](https://pytorch.org/docs/stable/generated/torch.Tensor.neg_.html) | paddle.Tensor.neg_ | - | -| 275 | [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) | - | -| 276 | [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) | - | -| 277 | [torch.Tensor.polygamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma_.html) | paddle.Tensor.polygamma_ | - | -| 278 | [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) | - | -| 279 | [torch.Tensor.reciprocal](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal.html?highlight=torch+tensor+reciprocal#torch.Tensor.reciprocal) | paddle.Tensor.reciprocal | - | -| 280 | [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) | - | -| 281 | [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) | - | -| 282 | [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) | - | -| 283 | [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) | - | -| 284 | [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) | - | -| 285 | [torch.Tensor.sigmoid_](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid_) | paddle.Tensor.sigmoid_ | - | -| 286 | [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) | - | -| 287 | [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) | - | -| 288 | [torch.Tensor.sin_](https://pytorch.org/docs/stable/generated/torch.Tensor.sin_.html) | paddle.Tensor.sin_ | - | -| 289 | [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) | - | -| 290 | [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) | - | -| 291 | [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) | - | -| 292 | [torch.Tensor.sinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh_.html) | paddle.Tensor.sinh_ | - | -| 293 | [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) | - | -| 294 | [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) | - | -| 295 | [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) | - | -| 296 | [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) | - | -| 297 | [torch.Tensor.t_](https://pytorch.org/docs/stable/generated/torch.Tensor.t_.html#torch.Tensor.t_) | paddle.Tensor.t_ | - | -| 298 | [torch.Tensor.tan](https://pytorch.org/docs/stable/generated/torch.Tensor.tan.html#torch.Tensor.tan) | paddle.Tensor.tan | - | -| 299 | [torch.Tensor.tan_](https://pytorch.org/docs/stable/generated/torch.Tensor.tan_.html) | paddle.Tensor.tan_ | - | -| 300 | [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) | - | -| 301 | [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) | - | -| 302 | [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) | - | -| 303 | [torch.Tensor.tril_](https://pytorch.org/docs/stable/generated/torch.Tensor.tril_.html#torch.Tensor.tril_) | paddle.Tensor.tril_ | - | -| 304 | [torch.Tensor.triu_](https://pytorch.org/docs/stable/generated/torch.Tensor.triu_.html#torch.Tensor.triu_) | paddle.Tensor.triu_ | - | -| 305 | [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) | - | -| 306 | [torch.Tensor.trunc_](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc_.html) | paddle.Tensor.trunc_ | - | -| 307 | [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) | - | -| 308 | torch.__version__ | paddle.__version__ | - | -| 309 | torch.__version__.split | [paddle.__version__.split](https://github.com/PaddlePaddle/Paddle/tree/develop) | - | -| 310 | [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) | - | -| 311 | [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) | - | -| 312 | [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) | - | -| 313 | [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) | - | -| 314 | [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) | - | -| 315 | [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) | - | -| 316 | [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) | - | -| 317 | [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) | - | -| 318 | [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) | - | -| 319 | [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) | - | -| 320 | [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) | - | -| 321 | [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) | - | -| 322 | [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) | - | -| 323 | [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) | - | -| 324 | [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) | - | -| 325 | [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) | - | -| 326 | [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) | - | -| 327 | [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) | - | -| 328 | [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) | - | -| 329 | [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) | - | -| 330 | [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) | - | -| 331 | [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) | - | -| 332 | [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) | - | -| 333 | [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) | - | -| 334 | [torch.pi](https://github.com/pytorch/pytorch) | [paddle.pi](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L786) | - | -| 335 | [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) | - | -| 336 | [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) | - | -| 337 | [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 | - | -| 338 | torch.utils.cpp_extension.BuildExtension.with_options | paddle.utils.cpp_extension.BuildExtension.with_options | - | -| 339 | [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) | - | -| 340 | [torch.nn.Conv2d](https://pytorch.org/docs/stable/generated/torch.nn.Conv2d.html?highlight=conv2d#torch.nn.Conv2d) | paddle.nn.Conv2d | - | -| 341 | [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 | - | -| 342 | [torch.nn.init.ones_](https://pytorch.org/docs/stable/nn.init.html?highlight=ones_#torch.nn.init.ones_) | paddle.nn.init.ones_ | - | -| 343 | [torch.nn.init.uniform_](https://pytorch.org/docs/stable/nn.init.html?highlight=uniform_#torch.nn.init.uniform_) | paddle.nn.init.uniform_ | - | -| 344 | [torch.nn.init.zeros_](https://pytorch.org/docs/stable/nn.init.html?highlight=zeros_#torch.nn.init.zeros_) | paddle.nn.init.zeros_ | - | -| 345 | [torch.Tensor.div](https://pytorch.org/docs/stable/generated/torch.Tensor.div.html#torch.Tensor.div) | paddle.Tensor.div | - | -| 346 | [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) | - | -| 347 | [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) | - | -| 348 | [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) | - | -| 349 | [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) | - | -| 350 | [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) | - | -| 351 | [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) | - | -| 352 | [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) | - | -| 353 | [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) | - | -| 354 | torch.dtype | paddle.dtype | - | -| 355 | [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) | - | +| 177 | [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) | - | +| 178 | [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) | - | +| 179 | torch.long | paddle.long | - | +| 180 | [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) | - | +| 181 | [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) | - | +| 182 | [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) | - | +| 183 | [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) | - | +| 184 | [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) | - | +| 185 | [torch.Tensor.abs_](https://pytorch.org/docs/stable/generated/torch.Tensor.abs_.html) | paddle.Tensor.abs_ | - | +| 186 | [torch.Tensor.acos](https://pytorch.org/docs/stable/generated/torch.Tensor.acos.html) | paddle.Tensor.acos | - | +| 187 | [torch.Tensor.acos_](https://pytorch.org/docs/stable/generated/torch.Tensor.acos_.html) | paddle.Tensor.acos_ | - | +| 188 | [torch.Tensor.acosh](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh.html?highlight=acosh#torch.Tensor.acosh) | paddle.Tensor.acosh | - | +| 189 | [torch.Tensor.acosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.acosh_.html) | paddle.Tensor.acosh_ | - | +| 190 | [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) | - | +| 191 | [torch.Tensor.apply_](https://pytorch.org/docs/stable/generated/torch.Tensor.apply_.html) | paddle.Tensor.apply_ | - | +| 192 | [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) | - | +| 193 | [torch.Tensor.asin_](https://pytorch.org/docs/stable/generated/torch.Tensor.asin_.html) | paddle.Tensor.asin_ | - | +| 194 | [torch.Tensor.asinh](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh) | paddle.Tensor.asinh | - | +| 195 | [torch.Tensor.asinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.asinh_) | paddle.Tensor.asinh_ | - | +| 196 | [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) | - | +| 197 | [torch.Tensor.atan_](https://pytorch.org/docs/stable/generated/torch.Tensor.atan_.html) | paddle.Tensor.atan_ | - | +| 198 | [torch.Tensor.atanh](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh.html#torch.Tensor.atanh) | paddle.Tensor.atanh | - | +| 199 | [torch.Tensor.atanh_](https://pytorch.org/docs/stable/generated/torch.Tensor.atanh_.html#torch.Tensor.atanh_) | paddle.Tensor.atanh_ | - | +| 200 | [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) | - | +| 201 | [torch.Tensor.bitwise_not](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not.html) | paddle.Tensor.bitwise_not | - | +| 202 | [torch.Tensor.bitwise_not_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_not_.html) | paddle.Tensor.bitwise_not_ | - | +| 203 | [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) | - | +| 204 | [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) | - | +| 205 | [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) | - | +| 206 | [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) | - | +| 207 | [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) | - | +| 208 | [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) | - | +| 209 | [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) | - | +| 210 | [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) | - | +| 211 | [torch.Tensor.cos_](https://pytorch.org/docs/stable/generated/torch.Tensor.cos_.html) | paddle.Tensor.cos_ | - | +| 212 | [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) | - | +| 213 | [torch.Tensor.cosh_](https://pytorch.org/docs/stable/generated/torch.Tensor.cosh_.html) | paddle.Tensor.cosh_ | - | +| 214 | [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) | - | +| 215 | [torch.Tensor.cumprod_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumprod_.html) | paddle.Tensor.cumprod_ | - | +| 216 | [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) | - | +| 217 | [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) | - | +| 218 | [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) | - | +| 219 | [torch.Tensor.detach_](https://pytorch.org/docs/stable/generated/torch.Tensor.detach_.html) | paddle.Tensor.detach_ | - | +| 220 | [torch.Tensor.diag_embed](https://pytorch.org/docs/stable/generated/torch.Tensor.diag_embed.html) | paddle.Tensor.diag_embed | - | +| 221 | [torch.Tensor.diagflat](https://pytorch.org/docs/stable/generated/torch.Tensor.diagflat.html?highlight=diagflat#torch.Tensor.diagflat) | paddle.Tensor.diagflat | - | +| 222 | [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) | - | +| 223 | [torch.Tensor.digamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.digamma_.html) | paddle.Tensor.digamma_ | - | +| 224 | [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) | - | +| 225 | [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) | - | +| 226 | [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) | - | +| 227 | [torch.Tensor.erfinv_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfinv_.html?highlight=erfinv_#torch.Tensor.erfinv_) | paddle.Tensor.erfinv_ | - | +| 228 | [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) | - | +| 229 | [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) | - | +| 230 | [torch.Tensor.expm1](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1.html#torch.Tensor.expm1) | paddle.Tensor.expm1 | - | +| 231 | [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) | - | +| 232 | [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) | - | +| 233 | [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) | - | +| 234 | [torch.Tensor.frac_](https://pytorch.org/docs/stable/generated/torch.Tensor.frac_.html) | paddle.Tensor.frac_ | - | +| 235 | [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) | - | +| 236 | [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) | - | +| 237 | [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) | - | +| 238 | [torch.Tensor.i0_](https://pytorch.org/docs/stable/generated/torch.Tensor.i0_.html) | paddle.Tensor.i0_ | - | +| 239 | [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) | - | +| 240 | [torch.Tensor.inverse](https://pytorch.org/docs/stable/generated/torch.Tensor.inverse.html) | paddle.Tensor.inverse | - | +| 241 | [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) | - | +| 242 | [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) | - | +| 243 | [torch.Tensor.is_leaf](https://pytorch.org/docs/stable/generated/torch.Tensor.is_leaf.html) | [paddle.Tensor.is_leaf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#is-leaf) | - | +| 244 | [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) | - | +| 245 | [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) | - | +| 246 | [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) | - | +| 247 | [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) | - | +| 248 | [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) | - | +| 249 | [torch.Tensor.istft](https://pytorch.org/docs/stable/generated/torch.Tensor.istft.html#torch.Tensor.istft) | paddle.Tensor.istft | - | +| 250 | [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) | - | +| 251 | [torch.Tensor.lgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.lgamma_.html) | paddle.Tensor.lgamma_ | - | +| 252 | [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) | - | +| 253 | [torch.Tensor.log10_](https://pytorch.org/docs/stable/generated/torch.Tensor.log10_.html) | [paddle.Tensor.log10_](e) | - | +| 254 | [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) | - | +| 255 | [torch.Tensor.log1p_](https://pytorch.org/docs/stable/generated/torch.Tensor.log1p_.html) | paddle.Tensor.log1p_ | - | +| 256 | [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) | - | +| 257 | [torch.Tensor.log2_](https://pytorch.org/docs/stable/generated/torch.Tensor.log2_.html) | paddle.Tensor.log2_ | - | +| 258 | [torch.Tensor.log_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_.html) | paddle.Tensor.log_ | - | +| 259 | [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) | - | +| 260 | [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) | - | +| 261 | [torch.Tensor.lu](https://pytorch.org/docs/stable/generated/torch.Tensor.lu.html) | paddle.Tensor.lu | - | +| 262 | [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) | - | +| 263 | [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_ | - | +| 264 | [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) | - | +| 265 | [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) | - | +| 266 | [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) | - | +| 267 | [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) | - | +| 268 | [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) | - | +| 269 | [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) | - | +| 270 | [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_ | - | +| 271 | [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) | - | +| 272 | [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) | - | +| 273 | [torch.Tensor.neg_](https://pytorch.org/docs/stable/generated/torch.Tensor.neg_.html) | paddle.Tensor.neg_ | - | +| 274 | [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) | - | +| 275 | [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) | - | +| 276 | [torch.Tensor.polygamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.polygamma_.html) | paddle.Tensor.polygamma_ | - | +| 277 | [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) | - | +| 278 | [torch.Tensor.reciprocal](https://pytorch.org/docs/stable/generated/torch.Tensor.reciprocal.html?highlight=torch+tensor+reciprocal#torch.Tensor.reciprocal) | paddle.Tensor.reciprocal | - | +| 279 | [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) | - | +| 280 | [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) | - | +| 281 | [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) | - | +| 282 | [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) | - | +| 283 | [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) | - | +| 284 | [torch.Tensor.sigmoid_](https://pytorch.org/docs/stable/generated/torch.Tensor.sigmoid_) | paddle.Tensor.sigmoid_ | - | +| 285 | [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) | - | +| 286 | [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) | - | +| 287 | [torch.Tensor.sin_](https://pytorch.org/docs/stable/generated/torch.Tensor.sin_.html) | paddle.Tensor.sin_ | - | +| 288 | [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) | - | +| 289 | [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) | - | +| 290 | [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) | - | +| 291 | [torch.Tensor.sinh_](https://pytorch.org/docs/stable/generated/torch.Tensor.sinh_.html) | paddle.Tensor.sinh_ | - | +| 292 | [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) | - | +| 293 | [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) | - | +| 294 | [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) | - | +| 295 | [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) | - | +| 296 | [torch.Tensor.t_](https://pytorch.org/docs/stable/generated/torch.Tensor.t_.html#torch.Tensor.t_) | paddle.Tensor.t_ | - | +| 297 | [torch.Tensor.tan](https://pytorch.org/docs/stable/generated/torch.Tensor.tan.html#torch.Tensor.tan) | paddle.Tensor.tan | - | +| 298 | [torch.Tensor.tan_](https://pytorch.org/docs/stable/generated/torch.Tensor.tan_.html) | paddle.Tensor.tan_ | - | +| 299 | [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) | - | +| 300 | [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) | - | +| 301 | [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) | - | +| 302 | [torch.Tensor.tril_](https://pytorch.org/docs/stable/generated/torch.Tensor.tril_.html#torch.Tensor.tril_) | paddle.Tensor.tril_ | - | +| 303 | [torch.Tensor.triu_](https://pytorch.org/docs/stable/generated/torch.Tensor.triu_.html#torch.Tensor.triu_) | paddle.Tensor.triu_ | - | +| 304 | [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) | - | +| 305 | [torch.Tensor.trunc_](https://pytorch.org/docs/stable/generated/torch.Tensor.trunc_.html) | paddle.Tensor.trunc_ | - | +| 306 | [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) | - | +| 307 | torch.__version__ | paddle.__version__ | - | +| 308 | torch.__version__.split | [paddle.__version__.split](https://github.com/PaddlePaddle/Paddle/tree/develop) | - | +| 309 | [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) | - | +| 310 | [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) | - | +| 311 | [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) | - | +| 312 | [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) | - | +| 313 | [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) | - | +| 314 | [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) | - | +| 315 | [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) | - | +| 316 | [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) | - | +| 317 | [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) | - | +| 318 | [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) | - | +| 319 | [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) | - | +| 320 | [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) | - | +| 321 | [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) | - | +| 322 | [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) | - | +| 323 | [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) | - | +| 324 | [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) | - | +| 325 | [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) | - | +| 326 | [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) | - | +| 327 | [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) | - | +| 328 | [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) | - | +| 329 | [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) | - | +| 330 | [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) | - | +| 331 | [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) | - | +| 332 | [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) | - | +| 333 | [torch.pi](https://github.com/pytorch/pytorch) | [paddle.pi](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/__init__.py#L786) | - | +| 334 | [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) | - | +| 335 | [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) | - | +| 336 | [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 | - | +| 337 | torch.utils.cpp_extension.BuildExtension.with_options | paddle.utils.cpp_extension.BuildExtension.with_options | - | +| 338 | [torch.nn.init.ones_](https://pytorch.org/docs/stable/nn.init.html?highlight=ones_#torch.nn.init.ones_) | paddle.nn.init.ones_ | - | +| 339 | [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) | - | +| 340 | [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) | - | +| 341 | torch.dtype | paddle.dtype | - | +| 342 | torch.Tensor.__and__ | paddle.Tensor.__and__ | - | +| 343 | torch.Tensor.__array__ | paddle.Tensor.__array__ | - | +| 344 | torch.Tensor.__bool__ | paddle.Tensor.__bool__ | - | +| 345 | torch.Tensor.__eq__ | paddle.Tensor.__eq__ | - | +| 346 | torch.Tensor.__format__ | paddle.Tensor.__format__ | - | +| 347 | torch.Tensor.__getitem__ | paddle.Tensor.__getitem__ | - | +| 348 | torch.Tensor.__index__ | paddle.Tensor.__index__ | - | +| 349 | torch.Tensor.__invert__ | paddle.Tensor.__invert__ | - | +| 350 | torch.Tensor.__len__ | paddle.Tensor.__len__ | - | +| 351 | torch.Tensor.__or__ | paddle.Tensor.__or__ | - | +| 352 | torch.Tensor.__rpow__ | paddle.Tensor.__rpow__ | - | +| 353 | torch.Tensor.__rsub__ | paddle.Tensor.__rsub__ | - | +| 354 | torch.Tensor.__rtruediv__ | paddle.Tensor.__rtruediv__ | - | +| 355 | torch.Tensor.__setitem__ | paddle.Tensor.__setitem__ | - | | 356 | [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) | - | | 357 | torch.linalg.matmul | paddle.linalg.matmul | - | -| 358 | torch.multiply | [paddle.multiply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multiply_cn.html) | - | -| 359 | [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) | - | -| 360 | 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) | - | -| 361 | [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) | - | -| 362 | [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) | - | -| 363 | [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) | - | -| 364 | [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) | - | -| 365 | [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) | - | -| 366 | [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) | - | -| 367 | [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) | - | -| 368 | [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) | - | -| 369 | [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) | - | -| 370 | [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) | - | -| 371 | [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) | - | -| 372 | [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 | - | -| 373 | [torch.Tensor.bitwise_or_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or_.html) | paddle.Tensor.bitwise_or_ | - | -| 374 | [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) | - | -| 375 | [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) | - | -| 376 | [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) | - | -| 377 | [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) | - | -| 378 | [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) | - | -| 379 | [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) | - | -| 380 | torch.clip | [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip) | - | -| 381 | [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) | - | -| 382 | [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) | - | -| 383 | [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) | - | -| 384 | [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) | - | -| 385 | [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) | - | -| 386 | [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) | - | -| 387 | [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) | - | -| 388 | [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) | - | -| 389 | [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) | - | -| 390 | [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) | - | -| 391 | [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) | - | -| 392 | [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) | - | -| 393 | [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) | - | -| 394 | [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) | - | -| 395 | torch.concat | [paddle.concat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/concat_cn.html#concat) | - | -| 396 | [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) | - | -| 397 | [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) | - | -| 398 | [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) | - | -| 399 | [torch.Tensor.pow](https://pytorch.org/docs/stable/generated/torch.Tensor.pow.html?highlight=pow#torch.Tensor.pow) | paddle.Tensor.pow | - | -| 400 | [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) | - | -| 401 | [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) | - | -| 402 | [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) | - | -| 403 | [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) | - | -| 404 | [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) | - | -| 405 | [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) | - | -| 406 | [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) | - | -| 407 | [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) | - | -| 408 | [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) | - | -| 409 | [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) | - | -| 410 | torch.Tensor.unbindtorch.Tensor.expand_as | paddle.Tensor.unbindpaddle.Tensor.expand_as | - | -| 411 | torch.logsumexp | [paddle.logsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logsumexp_cn.html) | - | -| 412 | [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) | - | -| 413 | [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) | - | -| 414 | [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) | - | -| 415 | [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) | - | -| 416 | [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) | - | -| 417 | [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) | - | -| 418 | [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) | - | -| 419 | [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) | - | -| 420 | [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) | - | -| 421 | [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) | - | -| 422 | [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) | - | -| 423 | [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) | - | -| 424 | [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) | - | -| 425 | [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) | - | -| 426 | [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) | - | -| 427 | [torch.Tensor.logical_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor.html) | paddle.Tensor.logical_xor | - | -| 428 | [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) | - | -| 429 | [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) | - | -| 430 | [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) | - | -| 431 | [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) | - | -| 432 | [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) | - | -| 433 | [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) | - | -| 434 | [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) | - | -| 435 | [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) | - | -| 436 | [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) | - | -| 437 | [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) | - | -| 438 | [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) | - | -| 439 | [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) | - | -| 440 | [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) | - | -| 441 | [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) | - | -| 442 | [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) | - | -| 443 | [torch.ravel](https://pytorch.org/docs/stable/generated/torch.ravel.html?highlight=ravel#torch.ravel) | paddle.ravel | - | -| 444 | [torch.Tensor.narrow](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow.html#torch.Tensor.narrow) | paddle.Tensor.narrow | - | -| 445 | [torch.narrow](https://pytorch.org/docs/stable/generated/torch.narrow.html?highlight=narrow#torch.narrow) | paddle.narrow | - | -| 446 | [torch.Tensor.type_as](https://pytorch.org/docs/stable/generated/torch.Tensor.type_as.html) | paddle.Tensor.type_as | - | -| 447 | [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) | - | -| 448 | [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) | - | -| 449 | [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) | - | -| 450 | [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) | - | -| 451 | [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) | - | -| 452 | torch.sigmoid | paddle.sigmoid | - | -| 453 | [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) | - | -| 454 | [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) | - | -| 455 | [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) | - | -| 456 | [torch.Tensor.requires_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad.html#torch-tensor-requires-grad) | paddle.Tensor.requires_grad | - | -| 457 | [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) | - | -| 458 | [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) | - | -| 459 | [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) | - | -| 460 | [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) | - | -| 461 | [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) | - | - -## 参数一致但 API 名不一致 -**分类依据** -此类 API 两者完全一致，只有 API 名称不同，只需用户将 Pytorch API 名称替换为 Paddle API 名称即可。 - -**转写示例** -```python -## Pytorch 写法 -m = torch.nn.AdaptiveAvgPool1d(5) -y = x.to_sparse(1) - -## Paddle 写法 -m = paddle.nn.AdaptiveAvgPool1D(5) -y = x.to_sparse_coo(1) -``` +| 358 | [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) | - | +| 359 | 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) | - | +| 360 | [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) | - | +| 361 | [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) | - | +| 362 | [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) | - | +| 363 | [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) | - | +| 364 | [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) | - | +| 365 | [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) | - | +| 366 | [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) | - | +| 367 | [torch.Tensor.bitwise_or_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or_.html) | paddle.Tensor.bitwise_or_ | - | +| 368 | [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) | - | +| 369 | [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) | - | +| 370 | [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) | - | +| 371 | [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) | - | +| 372 | [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) | - | +| 373 | [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) | - | +| 374 | [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) | - | +| 375 | [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) | - | +| 376 | [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) | - | +| 377 | [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) | - | +| 378 | [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) | - | +| 379 | [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) | - | +| 380 | [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) | - | +| 381 | [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) | - | +| 382 | [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) | - | +| 383 | torch.concat | [paddle.concat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/concat_cn.html#concat) | - | +| 384 | [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) | - | +| 385 | [torch.Tensor.pow](https://pytorch.org/docs/stable/generated/torch.Tensor.pow.html?highlight=pow#torch.Tensor.pow) | paddle.Tensor.pow | - | +| 386 | [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) | - | +| 387 | [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) | - | +| 388 | [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) | - | +| 389 | [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) | - | +| 390 | [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) | - | +| 391 | [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) | - | +| 392 | [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) | - | +| 393 | [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) | - | +| 394 | [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) | - | +| 395 | [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) | - | +| 396 | torch.Tensor.unbindtorch.Tensor.expand_as | paddle.Tensor.unbindpaddle.Tensor.expand_as | - | +| 397 | torch.logsumexp | [paddle.logsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logsumexp_cn.html) | - | +| 398 | [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) | - | +| 399 | [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) | - | +| 400 | [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) | - | +| 401 | [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) | - | +| 402 | [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) | - | +| 403 | [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) | - | +| 404 | [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) | - | +| 405 | [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) | - | +| 406 | [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) | - | +| 407 | [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) | - | +| 408 | [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) | - | +| 409 | [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) | - | +| 410 | [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) | - | +| 411 | [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) | - | +| 412 | [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) | - | +| 413 | [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) | - | +| 414 | [torch.Tensor.logical_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor.html) | paddle.Tensor.logical_xor | - | +| 415 | [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) | - | +| 416 | [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) | - | +| 417 | [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) | - | +| 418 | [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) | - | +| 419 | [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) | - | +| 420 | [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) | - | +| 421 | [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) | - | +| 422 | [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) | - | +| 423 | [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) | - | +| 424 | [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) | - | +| 425 | [torch.Tensor.narrow](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow.html#torch.Tensor.narrow) | paddle.Tensor.narrow | - | +| 426 | [torch.narrow](https://pytorch.org/docs/stable/generated/torch.narrow.html?highlight=narrow#torch.narrow) | paddle.narrow | - | +| 427 | [torch.Tensor.type_as](https://pytorch.org/docs/stable/generated/torch.Tensor.type_as.html) | paddle.Tensor.type_as | - | +| 428 | [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) | - | +| 429 | [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) | - | +| 430 | [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) | - | +| 431 | [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) | - | +| 432 | [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) | - | +| 433 | torch.sigmoid | paddle.sigmoid | - | +| 434 | [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) | - | +| 435 | [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) | - | +| 436 | [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) | - | +| 437 | [torch.Tensor.requires_grad](https://docs.pytorch.org/docs/stable/generated/torch.Tensor.requires_grad.html#torch-tensor-requires-grad) | paddle.Tensor.requires_grad | - | +| 438 | [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) | - | +| 439 | [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) | - | +| 440 | [torch.gather](https://pytorch.org/docs/stable/generated/torch.gather.html?highlight=gather#torch.gather) | paddle.gather | - | +| 441 | [torch.Tensor.gather](https://pytorch.org/docs/stable/generated/torch.Tensor.gather.html?highlight=gather#torch.Tensor.gather) | paddle.Tensor.gather | - | +| 442 | [torch.Tensor.scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter.html#torch.Tensor.scatter) | paddle.Tensor.scatter | - | +| 443 | [torch.Tensor.scatter_](https://pytorch.org/docs/stable/generated/torch.Tensor.scatter.html#torch.Tensor.scatter_) | paddle.Tensor.scatter_ | - | +| 444 | [torch.scatter](https://pytorch.org/docs/2.0/generated/torch.scatter.html?highlight=torch+scatter#torch.scatter) | paddle.scatter | - | + +## 仅 API 调用方式不一致 +**分类简介** +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。 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| -| 1 | [torch.Tensor.clamp](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp.html?highlight=clamp#torch.Tensor.clamp) | [paddle.Tensor.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clip-min-none-max-none-name-none) | - | -| 2 | [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) | - | -| 3 | [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) | paddle.Tensor.cols | - | -| 4 | [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) | - | -| 5 | [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) | paddle.Tensor.crows | - | -| 6 | [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) | - | -| 7 | [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) | - | -| 8 | [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) | paddle.erf_ | - | -| 9 | [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) | paddle.expm1_ | - | -| 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) | - | -| 11 | [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) | paddle.Tensor.trunc_ | - | -| 12 | [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.place.gpu_device_id | - | -| 13 | [torch.Tensor.is_inference](https://pytorch.org/docs/stable/generated/torch.Tensor.is_inference.html) | paddle.Tensor.stop_gradient | - | -| 14 | [torch.Tensor.itemsize](https://pytorch.org/docs/stable/generated/torch.Tensor.itemsize.html) | [paddle.Tensor.element_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#element-size) | - | -| 15 | [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) | - | -| 16 | [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) | - | -| 17 | [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) | - | -| 18 | [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) | - | -| 19 | [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) | - | -| 20 | [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) | paddle.Tensor.neg_ | - | -| 21 | [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) | - | -| 22 | [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/guides/beginner/tensor_cn.html#tensor-shape) | - | -| 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) | - | -| 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) | - | -| 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) | - | -| 26 | [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) | paddle.square_ | - | -| 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 | - | -| 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) | - | -| 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) | - | -| 30 | torch.autograd.function.FunctionCtx | [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) | - | -| 31 | [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) | - | -| 32 | [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) | - | -| 33 | [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) | - | -| 34 | [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) | - | -| 35 | [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) | - | -| 36 | [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) | - | -| 37 | [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) | - | -| 38 | [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) | - | -| 39 | [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) | - | -| 40 | [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) | - | -| 41 | [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) | - | -| 42 | [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) | - | -| 43 | [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) | - | -| 44 | [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) | - | -| 45 | [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) | - | -| 46 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | [paddle.is_compiled_with_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) | - | -| 47 | [torch.cuda.manual_seed_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) | - | -| 48 | [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) | - | -| 49 | [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) | - | -| 50 | [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) | - | -| 51 | [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) | - | -| 52 | [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) | - | -| 53 | [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) | - | -| 54 | [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) | - | -| 55 | [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) | - | -| 56 | [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) | - | -| 57 | [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) | - | -| 58 | [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) | - | -| 59 | [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) | - | -| 60 | [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) | - | -| 61 | [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) | - | -| 62 | [torch.ge](https://pytorch.org/docs/stable/generated/torch.ge.html) | [paddle.greater_equal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/greater_equal_cn.html#greater-equal) | - | -| 63 | [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) | - | -| 64 | torch.is_inference | paddle.Tensor.stop_gradient | - | -| 65 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | - | -| 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) | - | -| 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) | - | -| 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) | - | -| 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) | - | -| 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) | - | -| 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) | - | -| 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) | - | -| 73 | [torch.nn.init.calculate_gain](https://pytorch.org/docs/stable/nn.init.html?highlight=gain#torch.nn.init.calculate_gain) | [paddle.nn.initializer.calculate_gain](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/calculate_gain_cn.html) | - | -| 74 | [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) | - | -| 75 | [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 | - | -| 76 | [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) | - | -| 77 | [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) | - | -| 78 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.cpp_extension.CUDA_HOME | - | -| 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) | - | -| 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) | - | -| 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) | - | -| 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) | - | -| 83 | [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) | - | -| 84 | [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) | - | -| 85 | [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) | - | -| 86 | [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) | - | -| 87 | [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) | - | -| 88 | [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) | - | -| 89 | [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) | - | -| 90 | [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) | - | -| 91 | [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) | - | -| 92 | [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) | 'bicubic' | - | -| 93 | [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) | 'bilinear' | - | -| 94 | [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) | 'box' | - | -| 95 | [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) | 'hamming' | - | -| 96 | [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) | 'lanczos' | - | -| 97 | [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) | 'nearest' | - | -| 98 | [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) | 'nearest_exact' | - | -| 99 | [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) | - | -| 100 | [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) | - | -| 101 | [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) | - | -| 102 | [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) | - | -| 103 | [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) | - | -| 104 | [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) | - | -| 105 | [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) | - | -| 106 | [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) | - | -| 107 | [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) | - | -| 108 | [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) | - | +| 1 | [torch.Tensor.clamp](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp.html?highlight=clamp#torch.Tensor.clamp) | [paddle.Tensor.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#clip-min-none-max-none-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clamp.md) | +| 2 | [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_) | [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.clamp_.md) | +| 3 | [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html) | paddle.Tensor.cols | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.col_indices.md) | +| 4 | [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical) | [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.conj_physical.md) | +| 5 | [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html) | paddle.Tensor.crows | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.crow_indices.md) | +| 6 | [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det) | [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.det.md) | +| 7 | [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html) | [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.device.md) | +| 8 | [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html) | paddle.erf_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.erf_.md) | +| 9 | [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html) | paddle.expm1_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.expm1_.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix.md) | +| 11 | [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html) | paddle.Tensor.trunc_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.fix_.md) | +| 12 | [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.place.gpu_device_id | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.get_device.md) | +| 13 | [torch.Tensor.itemsize](https://pytorch.org/docs/stable/generated/torch.Tensor.itemsize.html) | [paddle.Tensor.element_size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#element-size) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.itemsize.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.matrix_exp.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.movedim.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.mvlgamma_.md) | +| 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/neg_cn.html#cn-api-paddle-neg) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative.md) | +| 19 | [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html) | paddle.Tensor.neg_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.negative_.md) | +| 20 | [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive) | [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.positive.md) | +| 21 | [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html) | [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.retain_grad.md) | +| 22 | [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html) | [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.sparse_mask.md) | +| 23 | [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html) | paddle.square_ | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.square_.md) | +| 24 | [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse) | paddle.Tensor.to_sparse_coo | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.to_sparse.md) | +| 25 | [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward) | [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.Function.forward.md) | +| 26 | [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad) | [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.enable_grad.md) | +| 27 | torch.autograd.function.FunctionCtx | [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.autograd.function.FunctionCtx.md) | +| 28 | [torch.autograd.function.FunctionCtx.save_for_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward) | [paddle.autograd.PyLayerContext.save_for_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.save_for_backward.md) | +| 29 | [torch.autograd.function.FunctionCtx.set_materialize_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads) | [paddle.autograd.PyLayerContext.set_materialize_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.function.FunctionCtx.set_materialize_grads.md) | +| 30 | [torch.autograd.grad_mode.set_grad_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled) | [paddle.set_grad_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.grad_mode.set_grad_enabled.md) | +| 31 | [torch.autograd.graph.saved_tensors_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks) | [paddle.autograd.saved_tensors_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.autograd.graph.saved_tensors_hooks.md) | +| 32 | [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built) | [paddle.device.is_compiled_with_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.backends.cuda.is_built.md) | +| 33 | [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html) | [paddle.device.get_cudnn_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.backends.cudnn.version.md) | +| 34 | [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html) | [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.cpu.current_device.md) | +| 35 | [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event) | [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.Event.md) | +| 36 | [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) | - | +| 37 | [torch.cuda.current_device](https://pytorch.org/docs/stable/generated/torch.cuda.current_device.html#torch.cuda.current_device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.current_device.md) | +| 38 | [torch.cuda.device_count](https://pytorch.org/docs/stable/generated/torch.cuda.device_count.html#torch.cuda.device_count) | [paddle.device.cuda.device_count](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/device_count_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.device_count.md) | +| 39 | [torch.cuda.empty_cache](https://pytorch.org/docs/stable/generated/torch.cuda.empty_cache.html#torch.cuda.empty_cache) | [paddle.device.cuda.empty_cache](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/empty_cache_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.empty_cache.md) | +| 40 | [torch.cuda.get_device_capability](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_capability.html#torch.cuda.get_device_capability) | [paddle.device.cuda.get_device_capability](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_capability_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_capability.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.get_device_name.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_bf16_supported.md) | +| 43 | [torch.cuda.is_initialized](https://docs.pytorch.org/docs/stable/generated/torch.cuda.is_initialized.html#torch-cuda-is-initialized) | [paddle.is_compiled_with_cuda](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/base/framework.py#L980) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.is_initialized.md) | +| 44 | [torch.cuda.manual_seed_all](https://pytorch.org/docs/2.0/generated/torch.cuda.manual_seed_all.html#torch.cuda.manual_seed_all) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/seed_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.manual_seed_all.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_allocated.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_reserved.md) | +| 47 | [torch.cuda.memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.memory_allocated.html#torch.cuda.memory_allocated) | [paddle.device.cuda.memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_allocated_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_allocated.md) | +| 48 | [torch.cuda.memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.memory_reserved.html#torch.cuda.memory_reserved) | [paddle.device.cuda.memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/memory_reserved_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.memory_reserved.md) | +| 49 | [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop) | [paddle.framework.core.nvprof_nvtx_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.nvtx.range_pop.md) | +| 50 | [torch.cuda.reset_max_memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated) | [paddle.device.cuda.reset_max_memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_allocated.md) | +| 51 | [torch.cuda.reset_max_memory_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached) | [paddle.device.cuda.reset_max_memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.reset_max_memory_cached.md) | +| 52 | [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream) | [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.set_stream.md) | +| 53 | [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html) | [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.stream.md) | +| 54 | [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp) | [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.distributed.ReduceOp.PRODUCT.md) | +| 55 | [torch.distributed.is_nccl_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available) | [paddle.core.is_compiled_with_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.is_nccl_available.md) | +| 56 | [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints) | [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.constraints.Constraint.md) | +| 57 | [torch.distributions.distribution.Distribution.log_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob) | [paddle.distribution.Distribution.log_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.distribution.Distribution.log_prob.md) | +| 58 | [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence) | [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.kl.kl_divergence.md) | +| 59 | [torch.get_default_device](https://pytorch.org/docs/stable/generated/torch.get_default_device.html#torch-get-default-device) | [paddle.device.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.get_default_device.md) | +| 60 | [torch.manual_seed](https://pytorch.org/docs/stable/generated/torch.manual_seed.html#torch-manual-seed) | [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.manual_seed.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveAvgPool1d.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.HuberLoss.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.apply.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.children.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.eval.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.named_children.md) | +| 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://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.Module.train.md) | +| 68 | [torch.nn.init.calculate_gain](https://pytorch.org/docs/stable/nn.init.html?highlight=gain#torch.nn.init.calculate_gain) | [paddle.nn.initializer.calculate_gain](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/initializer/calculate_gain_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/init/torch.nn.init.calculate_gain.md) | +| 69 | [torch.optim.Optimizer.add_param_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group) | paddle.optimizer.Optimizer._add_param_group | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.optim.Optimizer.add_param_group.md) | +| 70 | [torch.optim.Optimizer.load_state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict) | [paddle.optimizer.Optimizer.load_state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.load_state_dict.md) | +| 71 | [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict) | [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Optimizer.state_dict.md) | +| 72 | torch.utils.cpp_extension.CUDA_HOME | paddle.utils.cpp_extension.cpp_extension.CUDA_HOME | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.cpp_extension.CUDA_HOME.md) | +| 73 | [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset) | [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ChainDataset.md) | +| 74 | [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset) | [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.ConcatDataset.md) | +| 75 | [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) | [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Dataset.md) | +| 76 | [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset) | [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.IterableDataset.md) | +| 77 | [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler) | [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Sampler.md) | +| 78 | [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html) | [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.utils.data.SequentialSampler.md) | +| 79 | [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset) | [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.Subset.md) | +| 80 | [torch.utils.data.get_worker_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info) | [paddle.io.get_worker_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.get_worker_info.md) | +| 81 | [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split) | [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.random_split.md) | +| 82 | [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html) | [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.ops.RoIPool.md) | +| 83 | [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html) | [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.Compose.md) | +| 84 | [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html) | 'bicubic' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BICUBIC.md) | +| 85 | [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html) | 'bilinear' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BILINEAR.md) | +| 86 | [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html) | 'box' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.BOX.md) | +| 87 | [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html) | 'hamming' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.HAMMING.md) | +| 88 | [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html) | 'lanczos' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.LANCZOS.md) | +| 89 | [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html) | 'nearest' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST.md) | +| 90 | [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html) | 'nearest_exact' | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md) | +| 91 | [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html) | [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_brightness.md) | +| 92 | [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html) | [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_contrast.md) | +| 93 | [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html) | [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.adjust_hue.md) | +| 94 | [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html) | [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.center_crop.md) | +| 95 | [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html) | [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.crop.md) | +| 96 | [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase) | [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.erase.md) | +| 97 | [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html) | [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.hflip.md) | +| 98 | [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) | - | +| 99 | [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale) | [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.to_grayscale.md) | +| 100 | [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html) | [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html) | [差异对比](https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference_third_party/torchvision/torchvision.transforms.functional.vflip.md) | ## 仅参数名不一致 -**分类依据** +**分类简介** 此类 API 功能相同，但部分参数名称不同 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | @@ -639,7 +604,7 @@ y = x.to_sparse_coo(1) 新增中...... ## paddle 参数更多 -**分类依据** +**分类简介** 此类 API 在 PaddlePaddle 中提供了更多可选参数 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | @@ -647,7 +612,7 @@ y = x.to_sparse_coo(1) 新增中...... ## 参数默认值不一致 -**分类依据** +**分类简介** 此类 API 功能相同，但某些参数的默认值不同 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | @@ -655,15 +620,15 @@ y = x.to_sparse_coo(1) 新增中...... ## torch 参数更多 -**分类依据** -​此类 API 在 PyTorch 中提供了更多参数 +**分类简介** +此类 API 在 PyTorch 中提供了更多参数 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | |------|-------------------|---------------|------| 新增中...... ## 输入参数用法不一致 -**分类依据** +**分类简介** 此类 API 对输入参数的处理方式不同 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | @@ -671,7 +636,7 @@ y = x.to_sparse_coo(1) 新增中...... ## 输入参数类型不一致 -**分类依据** +**分类简介** 此类 API 要求的输入数据类型不同 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | @@ -679,7 +644,7 @@ y = x.to_sparse_coo(1) 新增中...... ## 返回参数类型不一致 -**分类依据** +**分类简介** ​此类 API 返回值的类型或结构不同 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | @@ -687,7 +652,7 @@ y = x.to_sparse_coo(1) 新增中...... ## 组合替代实现 -**分类依据** +**分类简介** 此类功能在 PaddlePaddle 中没有直接对应的单一 API，需要通过多个 PaddlePaddle API 组合来实现 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | @@ -695,7 +660,7 @@ y = x.to_sparse_coo(1) 新增中...... ## 可删除 -**分类依据** +**分类简介** 此类 PyTorch API 在 PaddlePaddle 中可以直接删除 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | @@ -703,7 +668,7 @@ y = x.to_sparse_coo(1) 新增中...... ## 功能缺失 -**分类依据** +**分类简介** 此类 PyTorch API 的功能在 PaddlePaddle 中暂时没有等效实现 | 序号 | Pytorch 最新 release | Paddle develop | 备注 | diff --git a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_format_cn.md b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_format_cn.md index c2cb631bca8..82271217c4d 100644 --- a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_format_cn.md +++ b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_format_cn.md @@ -7,8 +7,8 @@ ### [分类名称] api 全称 由于 API 映射关系的复杂性，为了保证文档格式的规范性，我们将所有 API 映射关系分为 12 类，并制定了统一的 **分类名称**： -1. 参数与 API 名均一致 -2. 参数一致但 API 名不一致 +1. API 完全一致 +2. 仅 API 调用方式不一致 3. 仅参数名不一致 4. paddle 参数更多 5. 参数默认值不一致 @@ -45,9 +45,9 @@ Paddle API 签名 参数映射以表格的形式呈现，表格的第 1 列是`PyTorch` 所有参数，第 2 列是`Paddle`对应参数，表格顺序按第 1 列 `PyTorch` 的参数顺序来。 -1. **参数与 API 名均一致**：无需映射文档与转写示例。 +1. **API 完全一致**：无需映射文档。 -2. **参数一致但 API 名不一致**：无需映射文档与转写示例。 +2. **仅 API 调用方式不一致**：对每个不一致的调用方式都需要**转写示例**，同时需要在备注列里注明 `[不一致的用法说明]，需要转写`。 3. **仅参数名不一致**：无需转写示例，但需要在备注列里注明哪些参数 `仅参数名不一致`。 @@ -91,8 +91,8 @@ paddle.xxx() | 分类序号 | 分类名称 | 参数映射 | 转写示例 | | ------- | ----------------- | --------------- | --------------- | -| 1 | 参数与 API 名均一致 | ❌ | ❌ | -| 2 | 参数一致但 API 名不一致 | ❌ | ❌ | +| 1 | API 完全一致 | ❌ | ❌ | +| 2 | 仅 API 调用方式不一致 | ✅ | ✅ | | 3 | 仅参数名不一致 | ✅ | ❌ | | 4 | paddle 参数更多 | ✅ | ❌ | | 5 | 参数默认值不一致 | ✅ | ❌ | @@ -105,6 +105,37 @@ paddle.xxx() -------------------------------------------------------- # API 映射关系文档 - 模板 +## 分类 1：API 完全一致 + +此类 API 无需编写映射文档。 + +## 分类 2：仅 API 调用方式不一致 + +### [ 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) + +```python +torch.Tensor.det() +``` + +### [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det) + +```python +paddle.linalg.det(x, name=None) +``` + +两者功能一致，但调用方式不一致，具体如下： + +### 转写示例 + +``` python +# PyTorch 写法: +x.det() + +# Paddle 写法: +paddle.linalg.det(x) +``` ## 分类 3：仅参数名不一致 @@ -127,6 +158,7 @@ paddle.dist(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 | @@ -136,7 +168,6 @@ paddle.dist(x, | p | p | 表示需要计算的范数 | - ## 分类 4：paddle 参数更多 ### [ paddle 参数更多 ]torch.nn.ZeroPad2d @@ -155,6 +186,7 @@ paddle.nn.ZeroPad2D(padding, ``` 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 | diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/validate_mapping_files.py b/docs/guides/model_convert/convert_from_pytorch/tools/validate_mapping_files.py index 1bd1c58c6a3..f57bfafe6b9 100644 --- a/docs/guides/model_convert/convert_from_pytorch/tools/validate_mapping_files.py +++ b/docs/guides/model_convert/convert_from_pytorch/tools/validate_mapping_files.py @@ -753,7 +753,9 @@ def discover_all_metas(cfp_basedir): tools_dir = os.path.dirname(__file__) cfp_basedir = os.path.join(tools_dir, "..") # pysrc_api_mapping_cn - mapping_index_file = os.path.join(cfp_basedir, "pytorch_api_mapping_cn.md") + mapping_index_file = os.path.join( + cfp_basedir, "deprecated/pytorch_api_mapping_cn_deprecated.md" + ) if not os.path.exists(mapping_index_file): raise Exception(f"Cannot find mapping index file: {mapping_index_file}")